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In this project, we comprehensively survey agentic artifact creation, an emerging paradigm in which AI agents autonomously construct and iteratively refine artifacts through planning, tool use, feedback, and revision. These artifacts span text, visual media, audio, video, 3D environments, software, and interactive experiences.

This repository contains the paper catalog for the Agentic Artifact Creation survey, covering both agentic creation systems and benchmarks.

Survey Scope

• Textual Artifacts: creative writing, professional documents, reports, and scholarly writing.
• 2D Visual Artifacts: data visualizations, diagrams, images, posters, and presentations.
• Audio Artifacts: music composition and produced or spoken audio.
• Video Artifacts: expository and narrative video, plus video editing and repair.
• Spatial Artifacts: objects, scenes, worlds, CAD, and engineering geometry.
• Behavioral Artifacts: repositories, applications, websites, user interfaces, games, and simulations.

The application axis currently covers creative production, brand communication, educational support, professional work, scientific research, and engineering design. Application subdomains remain blank until a controlled vocabulary is defined.

The catalog considers representative venues across AI, computing, design, and domain research. The list is indicative rather than exhaustive; relevant workshops, journals, and preprints are also considered. Representative venues monitored by this survey include:

• Artificial Intelligence: AAAI and IJCAI.
• Machine Learning: NeurIPS, ICML, and ICLR.
• Natural Language Processing: ACL, EMNLP, NAACL, COLM, and EACL main proceedings.
• Computer Vision: CVPR, ICCV, ECCV, and TPAMI.
• Graphics and Visualization: SIGGRAPH, SIGGRAPH Asia, and IEEE VIS/TVCG.
• Human–Computer Interaction: CHI, UIST, CSCW, and TOCHI.
• Data Mining and Information Retrieval: KDD, The Web Conference, SIGIR, SIGMOD, VLDB, and TKDE.
• Software Engineering: ICSE, FSE, ASE, and ISSTA.
• Systems & Hardware: DATE, DAC, and ICCAD.
• Multimodal & Audio: ACM MM, IEEE TMM, and ICASSP.
• Interdisciplinary & General Science: Nature, Science, Nature Machine Intelligence, and Nature Computational Science.

Catalog Analysis

• Catalog coverage: 257 papers spanning 2023–2026, from 36 publication sources; 229 systems and 28 benchmarks.
• Dual-axis coverage: 220 papers (85.6%) carry both artifact and application labels; 30 are artifact-only and 7 application-only.
• Largest artifact family: Behavioral Artifacts — 74 papers (28.8%).
• Largest application context: Creative Production — 87 papers (33.9%).
• Strongest cross-axis concentrations: Behavioral Artifacts × Engineering Design — 30, Video Artifacts × Creative Production — 25, Spatial Artifacts × Engineering Design — 20.
• System-name coverage: 218 of 229 systems (95.2%) have a verified name.

[!NOTE] Counts describe this audited catalog rather than total field output. The audit is a structured first pass, and 2026 is an incomplete publication year.

Contributions are welcome. Please read CONTRIBUTING.md before adding or reclassifying a paper.

Content

📦 Artifact-centered View

This primary view organizes papers by the artifact they construct.

Textual Artifacts

Creative Writing

Narratives

1. StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models

   Zehao Chen, Rong Pan, Haoran Li

   AAAI, 2026. Published · System · 📦 Textual Artifacts · 🎯 Creative Production

2. Constella: Supporting Storywriters’ Interconnected Character Creation through LLM-Based Multi-Agents

   Syemin Park, Soobin Park, Youn-kyung Lim

   ACM TOCHI, 2026. Published · System · 📦 Textual Artifacts · 🎯 Creative Production

3. From Personas to Plot: Character-Grounded Multi-Agent Story Generation for Long-Form Narratives

   Aayush Aluru, Chloe Ho, Muhammad Hammouri, Kerry Luo, Myra Malik, Ryan Lagasse, Arjun Bahuguna, Vasu Sharma

   arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Creative Production

4. Exploring Creator-Centric Methods for LLM-Assisted Interactive Storytelling

   Yuelu Li, Siyi Wu, Lujin Zhang, Zhihan Guo, Wenchuan Lu, David Yip

   CHI, 2026. Published · System · 📦 Textual Artifacts · 🎯 Creative Production

5. BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation

   Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang

   ACL, 2025. Published · Code · System · 📦 Textual Artifacts · 🎯 Creative Production

6. CreAgentive: An Agent Workflow Driven Multi-Category Creative Generation Engine

   Yuyang Cheng, Linyue Cai, Changwei Peng, Yumiao Xu, Rongfang Bie, Yong Zhao

   arXiv, 2025. Preprint · System · 📦 Textual Artifacts · 🎯 Creative Production

Performative Texts

1. Multi-Agent Comedy Club: Investigating Community Discussion Effects on LLM Creative Writing

   Shiwei Hong, Lingyao Li, Ethan Z. Rong, Chenxinran Shen, Zhicong Lu

   arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Creative Production

2. OpenMic: A Multi-Agent-Based Stand-Up Comedy Generation System

   Yuyang Wu, Hanzhong Cao, Jianhao Chen, Yufei Li

   arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Creative Production

Professional Documents

Informational Reports

1. Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision

   Bingsen Chen, Boyan Li, Ping Nie, Yuyu Zhang, Xi Ye, Chen Zhao

   ACL, 2026. Published · Code · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

2. DIAGPaper: Diagnosing Valid and Specific Weaknesses in Scientific Papers via Multi-Agent Reasoning

   Zhuoyang Zou, Abolfazl Ansari, Delvin Ce Zhang, Dongwon Lee, Wenpeng Yin

   arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Scientific Research

3. DRACO: A Cross-Domain Benchmark for Deep Research Accuracy, Completeness, and Objectivity

   Joey Zhong, Hao Zhang, Clare Southern, Jeremy Yang, Thomas Wang, Kate Jung, Shu Zhang, Denis Yarats, Johnny Ho, Jerry Ma

   arXiv, 2026. Preprint · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

4. Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Verification

   Yi Yuan, Xuhong Wang, Shanzhe Lei

   arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Professional Work

5. Resources for Automated Evaluation of Assistive RAG Systems that Help Readers with News Trustworthiness Assessment

   Dake Zhang, Mark D. Smucker, Charles L. A. Clarke

   SIGIR, 2026. Published · Benchmark · 📦 Textual Artifacts

6. Simulating the Lateral Reader for News Trustworthiness Reports with an Iterative Multi-Agent RAG System

   Dake Zhang, Mark D. Smucker

   SIGIR, 2026. Published · System · 📦 Textual Artifacts

7. Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers

   Zhijian Xu, Yilun Zhao, Manasi Patwardhan, Lovekesh Vig, Arman Cohan

   ACL, 2025. Published · Code · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

8. Queryome: Orchestrating Retrieval, Reasoning, and Synthesis across Biomedical Literature

   Pranav Punuru, Nabil Ibtehaz, Swagarika Jaharlal Giri, Harsha Srirangam, Emilia A Tugolukova, Daisuke Kihara

   bioRxiv, 2025. Preprint · System · 📦 Textual Artifacts · 🎯 Scientific Research

9. MARG: Multi-Agent Review Generation for Scientific Papers

   Mike D'Arcy, Tom Hope, Larry Birnbaum, Doug Downey

   arXiv, 2024. Preprint · System · 📦 Textual Artifacts · 🎯 Scientific Research

10. Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models

    Shao, Yijia, Jiang, Yucheng, Kanell, Theodore A., Xu, Peter, Khattab, Omar, Lam, Monica S.

    NAACL, 2024. Published · System · 📦 Textual Artifacts · 🎯 Professional Work

Functional Documents

1. DeepTutor: Towards Agentic Personalized Tutoring

   Bingxi Zhao, Jiahao Zhang, Xubin Ren, Zirui Guo, Tianzhe Chu, Yi Ma, Chao Huang

   arXiv, 2026. Preprint · Code · System · 📦 Textual Artifacts · 🎯 Educational Support

2. FormAct: Agentic Source Editing for Rich-Format Document Generation

   Eugene Yu, Xingxing Zhang, Yuan Xia, Tao Ge, XWang, FNU Kartik, Vishwas Suryanarayanan, Cheng Yang, Amanda Jiang, Jiayu Ding, Xiangyu Wong, Tengchao Lv, Lei Cui, Si-Qing Chen, Furu Wei, Sujian Li

   ICML, 2026. Published · System · 📦 Textual Artifacts · 🎯 Professional Work

3. ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows

   Wei Liu, Yang Gu, Xi Yan, Zihan Nan, Beicheng Xu, Keyao Ding, Bin Cui, Wentao Zhang

   KDD, 2026. Published · System · 📦 Textual Artifacts · 🎯 Professional Work

4. AgentCTG: Harnessing Multi-Agent Collaboration for Fine-Grained Precise Control in Text Generation

   Xinxu Zhou, Jiaqi Bai, Zhenqi Sun, Fanxiang Zeng, Yue Liu

   arXiv, 2025. Preprint · System · 📦 Textual Artifacts

5. EduAgentQG: A Multi-Agent Workflow Framework for Personalized Question Generation

   Rui Jia, Min Zhang, Fengrui Liu, Bo Jiang, Kun Kuang, Zhongxiang Dai

   arXiv, 2025. Preprint · System · 📦 Textual Artifacts · 🎯 Educational Support

6. PAME-AI: Patient Messaging Creation and Optimization using Agentic AI

   Junjie Luo, Yihong Guo, Anqi Liu, Ritu Agarwal, Gordon Gao

   arXiv, 2025. Preprint · System · 📦 Textual Artifacts · 🎯 Professional Work

7. MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation

   Mingjin Li, Yu Liu, Huayi Liu, Xiang Ye, Chao Jiang, Hongguang Zhang, Yu Ruan

   EMNLP Industry Track, 2025. Published · System · 📦 Textual Artifacts · 🎯 Brand Communication

8. MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback

   Zonghai Yao, Aditya Parashar, Huixue Zhou, Won Seok Jang, Feiyun Ouyang, Zhichao Yang, Hong Yu

   NAACL, 2025. Published · System · 📦 Textual Artifacts · 🎯 Educational Support

9. SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models

   Yibin Chen, Yifu Yuan, Zeyu Zhang, Yan Zheng, Jinyi Liu, Fei Ni, Jianye Hao, Hangyu Mao, Fuzheng Zhang

   The Web Conference, 2025. Published · Code · System · 📦 Textual Artifacts · 🎯 Professional Work

10. LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System

    Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong

    The Web Conference Companion, 2025. Published · Code · System · 📦 Textual Artifacts · 🎯 Educational Support

11. AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning

    Minghao Chen, Yihang Li, Yanting Yang, Shiyu Yu, Binbin Lin, Xiaofei He

    NeurIPS, 2024. Published · Code · System · 📦 Textual Artifacts · 🎯 Professional Work

Scholarly Manuscripts

1. Towards end-to-end automation of AI research

   Chris Lu, Cong Lu, Robert Tjarko Lange, Yutaro Yamada, Shengran Hu, Jakob Foerster, David Ha, Jeff Clune

   Nature, 2026. Published · Code · System · 📦 Textual Artifacts · 🎯 Scientific Research

2. SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation

   Weihang Su, Anzhe Xie, Qingyao Ai, Jianming Long, Xuanyi Chen, Jiaxin Mao, Ziyi Ye, Yiqun Liu

   SIGIR, 2026. Published · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

3. PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

   Junyi Hou, Andre Lin Huikai, Nuo Chen, Yiwei Gong, Bingsheng He

   The Web Conference Companion, 2026. Published · Code · System · 📦 Textual Artifacts · 🎯 Scientific Research

4. IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback

   Kevin Pu, K. J. Kevin Feng, Tovi Grossman, Tom Hope, Bhavana Dalvi Mishra, Matt Latzke, Jonathan Bragg, Joseph Chee Chang, Pao Siangliulue

   CHI, 2025. Published · System · 📦 Textual Artifacts · 🎯 Scientific Research

5. ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

   Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang

   NAACL, 2025. Published · System · 📦 Textual Artifacts · 🎯 Scientific Research

6. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research

   Hui Chen, Miao Xiong, Yujie Lu, Wei Han, Ailin Deng, Yufei He, Jiaying Wu, Yibo Li, Yue Liu, Bryan Hooi

   NeurIPS, 2025. Published · Code · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

2D Visual Artifacts

1. DrawAI: Agentic Benchmark and Workflow for Making Raster Images Editable

   Pu Cao, Qingye Kong, Xuedan Yin, Xuekun Zhao, Rupeng Yan, Qing Song, Yao Zhang, Lu Yang

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts

Data Visualizations

1. DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios

   Jinxiang Meng, Shaoping Huang, Fangyu Lei, Jingyu Guo, Haoxiang Liu, Jiahao Su, Sihan Wang, Yao Wang, Enrui Wang, Ye Yang, Hongze Chai, Jinming Lyu, Anbang Yu, Huangjing Zhang, Yitong Zhang, Yiming Huang, Zeyao Ma, Shizhu He, Jun Zhao, Kang Liu

   ICML, 2026. Published · Code · Benchmark · 📦 2D Visual Artifacts · 🎯 Professional Work

2. MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization

   Jinwei Lu, Yuanfeng Song, Chen Zhang, Raymond Chi-Wing Wong

   SIGMOD, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

3. A2P-Vis: an Analyzer-to-Presenter Agentic Pipeline for Visual Insights Generation and Reporting

   Shuyu Gan, Renxiang Wang, James Mooney, Dongyeop Kang

   arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Professional Work

4. CoDA: Agentic Systems for Collaborative Data Visualization

   Zichen Chen, Jiefeng Chen, Sercan Ö. Arık, Misha Sra, Tomas Pfister, Jinsung Yoon

   arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Professional Work

5. Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way

   Chenglong Wang, Bongshin Lee, Steven M. Drucker, Dan Marshall, Jianfeng Gao

   CHI, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

6. Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs

   Huichen Will Wang, Larry Birnbaum, Vidya Setlur

   CHI, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

7. AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation

   Hyuk Namgoong, Jeesu Jung, Hyeonseok Kang, Yohan Lee, Sangkeun Jung

   EMNLP, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

8. DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models

   Liwenhan Xie, Yanna Lin, Can Liu, Huamin Qu, Xinhuan Shu

   IEEE TVCG, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

9. PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback

   Kanika Goswami, Puneet Mathur, Ryan Rossi, Franck Dernoncourt

   The Web Conference Companion, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

10. LightVA: Lightweight Visual Analytics With LLM Agent-Based Task Planning and Execution

    Yuheng Zhao, Junjie Wang, Linbin Xiang, Xiaowen Zhang, Zifei Guo, Cagatay Turkay, Yu Zhang, Siming Chen

    IEEE TVCG, 2024. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

Illustrative Graphics

Images

1. Agent Banana: High-Fidelity Image Editing with Agentic Thinking and Tooling

   Ruijie Ye, Jiayi Zhang, Zhuoxin Liu, Zihao Zhu, Siyuan Yang, Li Li, Tianfu Fu, Franck Dernoncourt, Yue Zhao, Jiacheng Zhu, Ryan Rossi, Wenhao Chai, Zhengzhong Tu

   arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

2. CAMEO: A Conditional and Quality-Aware Multi-Agent Image Editing Orchestrator

   Yuhan Pu, Hao Zheng, Ziqian Mo, Zirui Pang, Hill Zhang, Tianyi Fan, Shuhong Wu, Jiaheng Wei

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts

3. CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration

   Hairui Zhu, Yiying Yang, Tengjin Weng, Ziyu Lu, Xiao Yao, Xiaoyang Ye, Lin Ma, Wenhao Jiang

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Creative Production

4. ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition

   Jooyeol Yun, Jintae Park, Hyesu Lim, Junha Hyung, Hyungjin Chung, Jaegul Choo

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Creative Production

5. Preference-Guided Prompt Optimization for Text-to-Image Generation

   Zhipeng Li, Yi-Chi Liao, Christian Holz

   CHI, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

6. Agentic Retoucher for Text-To-Image Generation

   Shaocheng Shen, Jianfeng Liang, Chunlei Cai, Cong Geng, Huiyu Duan, Xiaoyun Zhang, Qiang Hu, Guangtao Zhai

   CVPR, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

7. UniEdit-I: Training-free Image Editing for Unified VLM via Iterative Understanding, Editing and Verifying

   Chengyu Bai, Jintao Chen, Xiang Bai, Yilong Chen, Qi She, Ming Lu, Shanghang Zhang

   CVPR, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

8. FaSTA*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing

   Advait Gupta, Rishie Raj, Dang Nguyen, Tianyi Zhou

   ICLR, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

9. CEARI: Co-Evolutionary Agents for Reassembling and Inpainting Puzzles with Gaps and Missing Pieces

   Xingke Song, Jianxu Shangguan, Yiran Li, Jialu Zhang, Jianfeng Ren, Ruibin Bai, Xin Chen, Xudong Jiang

   ACM MM, 2025. Published · System · 📦 2D Visual Artifacts

10. GraphicBench: A Planning Benchmark for Graphic Design with Language Agents

    Dayeon Ki, Tianyi Zhou, Marine Carpuat, Gang Wu, Puneet Mathur, Viswanathan Swaminathan

    arXiv, 2025. Preprint · Benchmark · 📦 2D Visual Artifacts · 🎯 Creative Production

11. Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents

    Zhao Wang, Bowen Chen, Yotaro Shimose, Sota Moriyama, Heng Wang, Shingo Takamatsu

    arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Brand Communication

12. SketchAgent: Language-Driven Sequential Sketch Generation

    Yael Vinker, Tamar Rott Shaham, Kristine Zheng, Alex Zhao, Judith E. Fan, Antonio Torralba

    CVPR, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

13. BannerAgency: Advertising Banner Design with Multimodal LLM Agents

    Heng Wang, Yotaro Shimose, Shingo Takamatsu

    EMNLP, 2025. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Brand Communication

14. Multi-turn Consistent Image Editing

    Zijun Zhou, Yingying Deng, Xiangyu He, Weiming Dong, Fan Tang

    ICCV, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

15. T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation

    Chieh-Yun Chen, Min Shi, Gong Zhang, Humphrey Shi

    ICCV, 2025. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

16. Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement

    Suchae Jeong, Inseong Choi, Youngsik Yun, Jihie Kim

    NAACL, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

17. 4KAgent: Agentic Any Image to 4K Super-Resolution

    Yushen Zuo, Qi Zheng, Mingyang Wu, Xinrui Jiang, Renjie Li, Jian Wang, Yide Zhang, Gengchen Mai, Lihong Wang, James Y Zou, Xiaoyu Wang, Ming-Hsuan Yang, Zhengzhong Tu

    NeurIPS, 2025. Published · Code · System · 📦 2D Visual Artifacts

18. CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation

    Kavana Venkatesh, Connor Dunlop, Pinar Yanardag

    NeurIPS, 2025. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

19. G-Refine: A General Quality Refiner for Text-to-Image Generation

    Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai

    ACM MM, 2024. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

20. Learning Realistic Sketching: A Dual-agent Reinforcement Learning Approach

    Ji Qiu, Peng Lu, Xujun Peng, Wenhao Guo, Zhaoran Zhao, XiangTao Dong

    ACM MM, 2024. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

21. Idea2Img: Iterative Self-Refinement with GPT-4V for Automatic Image Design and Generation

    Zhengyuan Yang, Jianfeng Wang, Linjie Li, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Lijuan Wang

    ECCV, 2024. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

22. GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing

    Zhenyu Wang, Aoxue Li, Zhenguo Li, Xihui Liu

    NeurIPS, 2024. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

23. Stroke-based Neural Painting and Stylization with Dynamically Predicted Painting Region

    Teng Hu, Ran Yi, Haokun Zhu, Liang Liu, Jinlong Peng, Yabiao Wang, Chengjie Wang, Lizhuang Ma

    ACM MM, 2023. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

Diagrams

1. SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing

   Tong Zhang, Honglin Lin, Zhou Liu, Chong Chen, Wentao Zhang

   ACL, 2026. Published · Benchmark · 📦 2D Visual Artifacts · 🎯 Scientific Research

2. Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs

   Haozhe Zhao, Shuzheng Si, Zhenhailong Wang, Zheng Wang, Liang Chen, Xiaotong Li, Zhixiang Liang, Maosong Sun, Minjia Zhang

   arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

3. EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution

   Tianfu Wang, Leilei Ding, Ziyang Tao, Yi Zhan, Zhiyuan Ma, Wei Wu, Yuxuan Lei, Yuan Feng, Junyang Wang, Yin Wu, Yizhao Xu, Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Yanyong Zhang, Hui Xiong

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts

4. GenAI-DrawIO-Creator: A Framework for Automated Diagram Generation

   Jinze Yu, Dayuan Jiang

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts

5. PCBSchemaGen: Reward-Guided LLM Code Synthesis for Printed Circuit Boards (PCB) Schematic Design with Structured Verification

   Huanghaohe Zou, Peng Han, Emad Nazerian, Mafu Zhang, Zhicheng Guo, Alex Q. Huang

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Engineering Design

6. SAGE: Structured Agentic Graph Editing for Software Diagrams

   Tyler Sivertsen, Neal Singh, James C. Davis

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Engineering Design

7. SciFig: Towards Automating Editable Figure Generation for Scientific Papers

   Siyuan Huang, Yifan Zhou, Yutong Gao, Zi Yin, Juyang Bai, Xinxin Liu, Rama Chellappa, Chun Pong Lau, Cheng Peng, Sayan Nag, Shraman Pramanick

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

8. AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations

   Minjun Zhu, Zhen Lin, Yixuan Weng, Panzhong Lu, et al.

   ICLR, 2026. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

9. PaperBanana: Automating Academic Illustration for AI Scientists

   Dawei Zhu, Rui Meng, Yale Song, Xiyu Wei, Sujian Li, Tomas Pfister, Jinsung Yoon

   ICML, 2026. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

10. From Pixels to Paths: A Multi-Agent Framework for Editable Scientific Illustration

    Jianwen Sun, Fanrui Zhang, Yukang Feng, Chuanhao Li, Zizhen Li, Jiaxin Ai, Yifan Chang, Yu Dai, Kaipeng Zhang

    arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

11. From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing

    Jingxuan Wei, Cheng Tan, Qi Chen, Gaowei Wu, et al.

    CVPR, 2025. Published · Code · Benchmark · 📦 2D Visual Artifacts

12. SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches

    Cheng Tan, Qi Chen, Jingxuan Wei, et al.

    IJCAI, 2025. Published · System · 📦 2D Visual Artifacts

Visual Documents

Posters

1. AutoPP: Towards Automated Product Poster Generation and Optimization

   Jiahao Fan, Yuxin Qin, Wei Feng, Yanyin Chen, et al.

   AAAI, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Brand Communication

2. PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation

   Jiho Choi, Seojeong Park, Seongjong Song, Hyunjung Shim

   ACL, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

3. AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

   Yaxin Luo, Haobin Jiang, Jialv Zou, Xu Huang, Wenhao Yan, Haodong Li, Zhengrong Yue, Jing Li, Xiaofu Chen, Xiaohan Zhao, Jiacheng Liu, Jiacheng Cui, Zhiqiang Shen, Xiaotong Li

   arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

4. PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

   Haojie Hu, Chenhao Dang, Yaojia Liu, Hengrui Kang, Conghui He, Weijia Li

   arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

5. P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark

   Tao Sun, Enhao Pan, Zhengkai Yang, Kaixin Sui, Jiajun Shi, Xianfu Cheng, Tongliang Li, Wenhao Huang, Ge Zhang, Jian Yang, Zhoujun Li

   ICLR, 2026. Published · Code · Benchmark · 📦 2D Visual Artifacts · 🎯 Scientific Research

6. PosterAgent: Agentic Poster Generation via Stage-Aware Reinforcement Learning

   Zhuocheng Yu, Feng Zhang, Sujian Li, Kai Jia

   ICML, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

7. Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

   Wei Pang, Kevin Qinghong Lin, Xiangru Jian, Xi He, Philip Torr

   NeurIPS, 2025. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

Presentations

1. Narrative-Driven Paper-to-Slide Generation via ArcDeck

   Tarik Can Ozden, Sachidanand VS, Furkan Horoz, Ozgur Kara, Junho Kim, James Matthew Rehg

   arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

2. SlidesGen-Bench: Evaluating Slides Generation via Computational and Quantitative Metrics

   Yunqiao Yang, Wenbo Li, Houxing Ren, Zimu Lu, Ke Wang, Zhiyuan Huang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li

   arXiv, 2026. Preprint · Code · Benchmark · 📦 2D Visual Artifacts

3. SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations

   Eric Xie, Danielle Waterfield, Michael Kennedy, Aidong Zhang

   EAAI, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Educational Support

4. Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations

   Chengzhi Liu, Yuzhe YANG, Kaiwen Zhou, Zhen Zhang, Yue Fan, Yanan Xie, Peng Qi, Xin Wang

   ICLR, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

5. DECKBench: Benchmarking Multi-Agent Frameworks for Academic Slide Generation and Editing

   Daesik Jang, Morgan Lindsay Heisler, Linzi Xing, Yifei Li, Edward Wang, Ying Xiong, Yong Zhang, Zhenan Fan

   KDD, 2026. Published · Benchmark · 📦 2D Visual Artifacts · 🎯 Scientific Research

6. Auto-Slides: An Interactive Multi-Agent System for Creating and Customizing Research Presentations

   Yuheng Yang, Wenjia Jiang, Yang Wang, Yi Song, Yiwei Wang, Chi Zhang

   arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Educational Support

7. SlideGen: Collaborative Multimodal Agents for Scientific Slide Generation

   Xin Liang, Xiang Zhang, Yiwei Xu, Siqi Sun, Chenyu You

   arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

8. PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides

   Hao Zheng, Xinyan Guan, Hao Kong, Wenkai Zhang, Jia Zheng, Weixiang Zhou, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

   EMNLP, 2025. Published · Code · Benchmark · 📦 2D Visual Artifacts

Audio Artifacts

1. Audio-Oscar: A Multi-Agent System for Complex Audio Scene Generation, Orchestration, and Refinement

   Yifan Duan, Qixiang Xu, Hengtao Wu, Zhanxun Liu, Wenhao Guan, Junxi Liu, Ziyang Ma, Kelu Xu, Xie Chen

   arXiv, 2026. Preprint · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

2. SoundscapeAgent: Agentic Soundscape Construction for Controllable Synthesis and Scalable Audio-Language Supervision

   Hao Zhang, Yiwen Zhao, Yixuan Zhang, Yiwen Shao, Steve Yves

   arXiv, 2026. Preprint · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

3. Feedback-Driven Retrieval-Augmented Audio Generation with Large Audio Language Models

   Junqi Zhao, Chenxing Li, Jinzheng Zhao, Rilin Chen, Dong Yu, Mark D. Plumbley, Wenwu Wang

   ICASSP, 2026. Published · System · 📦 Audio Artifacts · 🎯 Creative Production

4. AudioGenie: A Training-Free Multi-Agent Framework for Diverse Multimodality-to-Multiaudio Generation

   Yan Rong, Jinting Wang, Guangzhi Lei, Shan Yang, Li Liu

   ACM MM, 2025. Published · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

5. Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis

   Yehang Zhang, Xinli Xu, Xiaojie Xu, Doudou Zhang, Li Liu, Ying-Cong Chen

   EMNLP, 2025. Published · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

6. WavCraft: Audio Editing and Generation with Large Language Models

   Jinhua Liang, Huan Zhang, Haohe Liu, Yin Cao, Qiuqiang Kong, Xubo Liu, Wenwu Wang, Mark D. Plumbley, Huy Phan, Emmanouil Benetos

   ICLR Workshop, 2024. Published · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

Music

1. Libretto: Giving LLM Agents a Sense of Musical Structure

   Yichen Xu

   arXiv, 2026. Preprint · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

2. RIME: Enabling Large-Scale Agentic Music Post-Production

   Noah Schaffer, Nikhil Singh

   arXiv, 2026. Preprint · Benchmark · 📦 Audio Artifacts · 🎯 Creative Production

3. CoComposer: LLM Multi-agent Collaborative Music Composition

   Peiwen Xing, Aske Plaat, Niki van Stein

   arXiv, 2025. Preprint · System · 📦 Audio Artifacts · 🎯 Creative Production

4. MusicSwarm: Biologically Inspired Intelligence for Music Composition

   Markus J. Buehler

   arXiv, 2025. Preprint · System · 📦 Audio Artifacts · 🎯 Creative Production

5. WeaveMuse: An Open Agentic System for Multimodal Music Understanding and Generation

   Emmanouil Karystinaios

   arXiv, 2025. Preprint · System · 📦 Audio Artifacts · 🎯 Creative Production

Video Artifacts

1. ParticleGen: A Multi-Agent System for Particle Effects Generation

   Junhao Zhuge, Junyi Yang, Yuqing Wang, Kangzhan Wang, Sipeng Yang, Xiaogang Jin

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

2. PhysAgent: Reflective Agentic Physics Control for Physically Plausible Video Generation

   Qirui Li, Jinkun Hao, Yibo Li, Ran Yi, Paul L. Rosin, Yu-Kun Lai

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

3. VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

   Haodong Li, Tianfei Ren, Xiaoxiao Ma, Chunmei Qing, Zhen Fang, Sipeng He, Ziyu Guo, Haoyu Wu, Juanxi Tian, Yihang Zou, Ruichuan An, Dongzhi Jiang, Boxue Yang, Ji Xie, Xu Huang, Wenhao Yan, Jialv Zou, Zhengrong Yue, Yaxin Luo, Xiaotong Li, Yuzhu Wang, Junyan Ye, Jinjing Zhao, Zehui Chen, Lin Chen, Renye Yan, Feng Zhao, Pheng-Ann Heng

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

Expository Videos

1. Beyond End-to-End Video Models: An LLM-Based Multi-Agent System for Educational Video Generation

   Lingyong Yan, Jiulong Wu, Dong Xie, Weixian Shi, Deguo Xia, Jizhou Huang

   arXiv, 2026. Preprint · Code · System · 📦 Video Artifacts · 🎯 Educational Support

2. ManimAgent: Self-Evolving Multimodal Agents for Visual Education

   Wenjia Jiang, Zongyuan Cai, Yuanhang Shao, Chenru Wang, Boyan Han, Zhixue Song, Keyu Chen, Shengwei An, Xu Yang, Zhou Yang

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Educational Support

3. Code2Video: A Code-centric Paradigm for Educational Video Creation

   Yanzhe Chen, Kevin Qinghong Lin, Mike Zheng Shou

   ICML, 2026. Published · Code · System · 📦 Video Artifacts · 🎯 Educational Support

4. VideoAgent: Personalized Synthesis of Scientific Videos

   Xiao Liang, Bangxin Li, Zixuan Chen, Hanyue Zheng, Zhi Ma, Di Wang, Cong Tian, Quan Wang

   ICMR, 2026. Published · System · 📦 Video Artifacts · 🎯 Scientific Research

5. ATVG: Agentic System for Factually Grounded Travel Advertisement Video Generation

   Byung Eun Jeon, Xiao Bai, Wen Zhang, Jinchao Li

   SIGIR, 2026. Published · System · 📦 Video Artifacts · 🎯 Brand Communication

6. Paper2Video: Automatic Video Generation from Scientific Papers

   Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou

   arXiv, 2025. Preprint · Code · System · 📦 Video Artifacts · 🎯 Scientific Research

7. MapStory: Prototyping Editable Map Animations with LLM Agents

   Aditya Gunturu, Ben Pearman, Keiichi Ihara, Morteza Faraji, Bryan Wang, Rubaiat Habib Kazi, Ryo Suzuki

   UIST, 2025. Published · System · 📦 Video Artifacts · 🎯 Professional Work

Narrative Videos

1. CoMA: Compositional Human Motion Generation with Multi-modal Agents

   Shanlin Sun, Jiaqi Xu, Gabriel de Araujo, Shenghan Zhou, Hanwen Zhang, Ziheng Huang, Chenyu You, Xiaohui Xie

   AAAI, 2026. Published · System · 📦 Video Artifacts · 🎯 Creative Production

2. FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework

   Lingzhou Mu, Qiang Wang, Fan Jiang, Mengchao Wang, Mu Xu, Kai Zhang

   AAAI, 2026. Published · System · 📦 Video Artifacts · 🎯 Creative Production

3. GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration

   Kaiyi Huang, Yukun Huang, Xuefei Ning, Zinan Lin, Yu Wang, Xihui Liu

   AAAI, 2026. Published · Code · System · 📦 Video Artifacts · 🎯 Creative Production

4. Authoring for Living Worlds: Tool-Constrained LLM Agents for Executable Multi-Actor Scenarios

   Nicolae Cudlenco, Mihai Masala, Marius Leordeanu

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

5. BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation

   Zihao Zhu, Ruotong Wang, Siwei Lyu, Min Zhang, Baoyuan Wu

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Brand Communication

6. FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling

   Jialong Zuo, Haotong Zuo, Shiwei Zhang, Xiang Wang, Chen Li, Nong Sang, Changxin Gao, Xiang Bai

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

7. MUSE: A Multi-agent Framework for Unconstrained Story Envisioning via Closed-Loop Cognitive Orchestration

   Wenzhang Sun, Zhenyu Wang, Zhangchi Hu, Chunfeng Wang, Hao Li, Wei Chen

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

8. VideoMemory: Toward Consistent Video Generation via Memory Integration

   Jinsong Zhou, Yihua Du, Xinli Xu, Luozhou Wang, Zijie Zhuang, Yehang Zhang, Shuaibo Li, Xiaojun Hu, Bolan Su, Ying-cong Chen

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

9. VISTA: A Test-Time Self-Improving Video Generation Agent

   Do Xuan Long, Xingchen Wan, Hootan Nakhost, Chen-Yu Lee, Tomas Pfister, Sercan Ö. Arık

   CVPR, 2026. Published · System · 📦 Video Artifacts · 🎯 Creative Production

10. HAMLET: A Hierarchical and Adaptive Multi-Agent Framework for Live Embodied Theatrics

    Shufan Jiang, Sizhou Chen, Chi Zhang, Xiao-Lei Zhang, Xuelong Li

    ICLR, 2026. Published · Code · System · 📦 Video Artifacts · 🎯 Creative Production

11. Gen4Track: A Tuning-free Data Augmentation Framework via Self-correcting Diffusion Model for Vision-Language Tracking

    Jiawei Ge, Xinyu Zhang, Jiuxin Cao, Xuelin Zhu, Weijia Liu, Qingqing Gao, Biwei Cao, Kun Wang, Chang Liu, Bo Liu, Chen Feng, Ioannis Patras

    ACM MM, 2025. Published · System · 📦 Video Artifacts · 🎯 Scientific Research

12. AutoMV: An Automatic Multi-Agent System for Music Video Generation

    Xiaoxuan Tang, Xinping Lei, Chaoran Zhu, Shiyun Chen, Ruibin Yuan, Yizhi Li, Changjae Oh, Ge Zhang, Wenhao Huang, Emmanouil Benetos, Yang Liu, Jiaheng Liu, Yinghao Ma

    arXiv, 2025. Preprint · Code · System · 📦 Video Artifacts · 🎯 Creative Production

13. Hollywood Town: Long-Video Generation via Cross-Modal Multi-Agent Orchestration

    Zheng Wei, Mingchen Li, Zeqian Zhang, Ruibin Yuan, Pan Hui, Huamin Qu, James Evans, Maneesh Agrawala, Anyi Rao

    arXiv, 2025. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

14. PersonaVlog: Personalized Multimodal Vlog Generation with Multi-Agent Collaboration and Iterative Self-Correction

    Xiaolu Hou, Bing Ma, Jiaxiang Cheng, Xuhua Ren, Kai Yu, Wenyue Li, Tianxiang Zheng, Qinglin Lu

    arXiv, 2025. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

15. AniMaker: Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation

    Haoyuan Shi, Yunxin Li, Xinyu Chen, Longyue Wang, Baotian Hu, Min Zhang

    SIGGRAPH Asia, 2025. Published · Code · System · 📦 Video Artifacts · 🎯 Creative Production

16. AniME: Adaptive Multi-Agent Planning for Long Animation Generation

    Lisai Zhang, Baohan Xu, Siqian Yang, Mingyu Yin, Jing Liu, Chao Xu, Siqi Wang, Yidi Wu, Yuxin Hong, Zihao Zhang, Yanzhang Liang, Yudong Jiang

    SIGGRAPH Asia, 2025. Published · System · 📦 Video Artifacts · 🎯 Creative Production

17. StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration

    Panwen Hu, Jin Jiang, Jianqi Chen, Mingfei Han, Shengcai Liao, Xiaojun Chang, Xiaodan Liang

    arXiv, 2024. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

Video Editing and Repair

1. GLANCE: A Global-Local Coordination Multi-Agent Framework for Music-Grounded Non-Linear Video Editing

   Zihao Lin, Haibo Wang, Zhiyang Xu, Siyao Dai, Huanjie Dong, Xiaohan Wang, Yolo Y. Tang, Yixin Wang, Qifan Wang, Lifu Huang

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

2. From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations

   Yuzhi Li, Haojun Xu, Feng Tian

   arXiv, 2025. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

3. UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist

   Zhengyang Liang, Daoan Zhang, Huichi Zhou, Rui Huang, Bobo Li, Yuechen Zhang, Shengqiong Wu, Xiaohan Wang, Jiebo Luo, Lizi Liao, Hao Fei

   arXiv, 2025. Preprint · Code · System · 📦 Video Artifacts · 🎯 Creative Production

4. LogoMotion: Visually-Grounded Code Synthesis for Creating and Editing Animation

   Vivian Liu, Rubaiat Habib Kazi, Li-Yi Wei, Matthew Fisher, Timothy Langlois, Seth Walker, Lydia Chilton

   CHI, 2025. Published · System · 📦 Video Artifacts · 🎯 Creative Production

5. PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation

   Qiyao Xue, Xiangyu Yin, Boyuan Yang, Wei Gao

   CVPR, 2025. Published · System · 📦 Video Artifacts · 🎯 Creative Production

6. EditDuet: A Multi-Agent System for Video Non-Linear Editing

   Marcelo Sandoval-Castañeda, Bryan Russell, Josef Sivic, Gregory Shakhnarovich, Fabian Caba Heilbron

   SIGGRAPH, 2025. Published · System · 📦 Video Artifacts · 🎯 Creative Production

7. A Reinforcement Learning-Based Automatic Video Editing Method Using Pre-trained Vision-Language Model

   Panwen Hu, Nan Xiao, Feifei Li, Yongquan Chen, Rui Huang

   ACM MM, 2023. Published · System · 📦 Video Artifacts · 🎯 Creative Production

Spatial Artifacts

3D Assets

Visual Assets

1. 3Dify: a Framework for Procedural 3D-CG Generation Assisted by LLMs Using MCP and RAG

   Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino, Satoshi Ohshima, Takahiro Katagiri

   arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

2. LL3M: Large Language 3D Modelers

   Sining Lu, Guan Chen, Nam Anh Dinh, Itai Lang, Ari Holtzman, Rana Hanocka

   arXiv, 2025. Preprint · Code · System · 📦 Spatial Artifacts · 🎯 Creative Production

3. SmartAvatar: Text- and Image-Guided Human Avatar Generation with VLM AI Agents

   Alexander Huang-Menders, Xinhang Liu, Andy Xu, Yuyao Zhang, Chi-Keung Tang, Yu-Wing Tai

   arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

4. ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling

   Shuyuan Zhang, ChenHan Jiang, Zuoou Li, Jiankang Deng

   NeurIPS, 2025. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

Parametric Models

1. ArtisanCAD: An Industrial-Level CAD Agent with Expert-Grounded Knowledge Distillation

   Yunhan Xu, Qifeng Wu, Xunjin Li, Yuanwei Bin, Qingsong Yao, Jianghang Gu, Guan Wang, Weihao Lv, Huiyu Yang, Wenfa Luo, Jiao Xiang, Yuntian Chen, Shiyi Chen

   arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

2. CADIR: A Cross-Backend Editable Intermediate Representation for Agentic CAD Generation

   Yu Liu, Jingzhe Ni, Yiming Chen, Junqi Huang, Ruofeng Tong, Min Tang, Peng Du

   arXiv, 2026. Preprint · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

3. TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design

   Juan Du, Yueteng Wu, Pan Zhao, Yuze Liu, Min Zhang, Xiaobin Xu, Xinglong Zhang

   arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

4. Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek

   Xueyang Li, Jiahao Li, Yu Song, Yunzhong Lou, Xiangdong Zhou

   ICLR, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

5. Debate2Create: Robot Co-design via Multi-Agent LLM Debate

   Kevin Qiu, Marek Cygan

   ICML, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

6. SPADA: A Verifiable Test-Driven Agent for Controllable Parametric CAD Assembly Generation

   Keyou Zheng, Xuyang Su, Jiewu Leng

   ICML, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

7. CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent

   Fengxiao Fan, Jingzhe Ni, Xiaolong Yin, Sirui Wang, Xingyu Lu, Qiang Zou, Ruofeng Tong, Min Tang, Peng Du

   arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

8. Generative AI for CAD Automation: Leveraging Large Language Models for 3D Modelling

   Sumit Kumar, Sarthak Kapoor, Harsh Vardhan, Yao Zhao

   arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

3D Scenes

Spatial Worlds

1. MUSE: Agentic 3D Scene Authoring via Memory-Grounded Incremental Requirement Satisfaction

   Ruijie Xu, Xinnan Zhu, Jiayu Ying, Daoguo Dong, Yuzhou Ji, Xin Tan

   arXiv, 2026. Preprint · System · 📦 Spatial Artifacts

2. SAGE: Scalable Agentic 3D Scene Generation for Embodied AI

   Hongchi Xia, Xuan Li, Zhaoshuo Li, Qianli Ma, Jiashu Xu, Ming-Yu Liu, Yin Cui, Tsung-Yi Lin, Wei-Chiu Ma, Shenlong Wang, Shuran Song, Fangyin Wei

   arXiv, 2026. Preprint · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

3. StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics

   Bingliang Li, Zhenhong Sun, Jiaming Bian, Yuehao Wu, Yifu Wang, Hongdong Li, Yatao Bian, Huadong Mo, Daoyi Dong

   arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

4. WorldAgents: Can Foundation Image Models be Agents for 3D World Models?

   Ziya Erkoç, Angela Dai, Matthias Nießner

   arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

5. Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation

   Lu Ling, Chen-Hsuan Lin, Tsung-Yi Lin, Yifan Ding, Yu Zeng, Yichen Sheng, Yunhao Ge, Ming-Yu Liu, Aniket Bera, Zhaoshuo Li

   ICLR, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

6. Code2Worlds: Empowering Coding LLMs for 4D World Generation

   Yi Zhang, Yunshuang Wang, Zeyu Zhang, Hao Tang

   ICML, 2026. Published · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

7. SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes

   Nicholas Pfaff, Thomas Cohn, Sergey Zakharov, Rick Cory, Russ Tedrake

   ICML, 2026. Published · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

8. Agentic 3D Scene Generation with Spatially Contextualized VLMs

   Xinhang Liu, Yu-Wing Tai, Chi-Keung Tang

   arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

9. RAISECity: A Multimodal Agent Framework for Reality-Aligned 3D World Generation at City-Scale

   Shengyuan Wang, Zhiheng Zheng, Yu Shang, Lixuan He, Yangcheng Yu, Fan Hangyu, Jie Feng, Qingmin Liao, Yong Li

   arXiv, 2025. Preprint · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

10. RoomPlanner: Explicit Layout Planner for Easier LLM-Driven 3D Room Generation

    Wenzhuo Sun, Mingjian Liang, Wenxuan Song, Xuelian Cheng, Zongyuan Ge

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts

11. WorldCraft: Photo-Realistic 3D World Creation and Customization via LLM Agents

    Xinhang Liu, Chi-Keung Tang, Yu-Wing Tai

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

12. SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent

    Yandan Yang, Baoxiong Jia, Shujie Zhang, Siyuan Huang

    NeurIPS, 2025. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

13. Edit3D: Elevating 3D Scene Editing with Attention-Driven Multi-Turn Interactivity

    Peng Zhou, Dunbo Cai, Yujian Du, Runqing Zhang, Bingbing Ni, Jie Qin, Ling Qian

    ACM MM, 2024. Published · Code · System · 📦 Spatial Artifacts · 🎯 Creative Production

14. iControl3D: An Interactive System for Controllable 3D Scene Generation

    Xingyi Li, Yizheng Wu, Jun Cen, Juewen Peng, Kewei Wang, Ke Xian, Zhe Wang, Zhiguo Cao, Guosheng Lin

    ACM MM, 2024. Published · Code · System · 📦 Spatial Artifacts · 🎯 Creative Production

15. Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts

    Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Wenrui Ding, Shuchang Zhou, Ming-Hsuan Yang

    ECCV, 2024. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

16. DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting

    Shijie Zhou, Zhiwen Fan, Dejia Xu, Haoran Chang, Pradyumna Chari, Tejas K. Bharadwaj, Suya You, Zhangyang Wang, Achuta Kadambi

    ECCV, 2024. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

17. SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code

    Ziniu Hu, Ahmet Iscen, Aashi Jain, Thomas Kipf, Yisong Yue, David A Ross, Cordelia Schmid, Alireza Fathi

    ICML, 2024. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

Engineered Models

1. Agentic Designer: Progressive Multi-Agent Collaboration for Structure-Aware Interior Layout Generation

   Zhijing Yang, Haocheng Lin, Zhihua Xu, Haojie Li, Keze Wang, Liang Lin, Tianshui Chen

   arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

2. PhyScensis: Physics-Augmented LLM Agents for Complex Physical Scene Arrangement

   Yian Wang, Han Yang, Minghao Guo, Xiaowen Qiu, Johnson (Tsun-Hsuan) Wang, Wojciech Matusik, Joshua B Tenenbaum, Chuang Gan

   ICLR, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

3. MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

   Deguo Xia, Zihan Li, Haochen Zhao, Dong Xie, Yuyao Kong, Xiyan Liu, Jizhou Huang, Mengmeng Yang, Diange Yang

   KDD, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

4. SceneGenAgent: Precise Industrial Scene Generation with Coding Agent

   Xiao Xia, Dan Zhang, Zibo Liao, Zhenyu Hou, Tianrui Sun, Jing Li, Ling Fu, Yuxiao Dong

   ACL, 2025. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

5. Sketch2BIM: A Multi-Agent Human-AI Collaborative Pipeline to Convert Hand-Drawn Floor Plans to 3D BIM

   Abir Khan Ratul, Sanjay Acharjee, Somin Park, Md Nazmus Sakib

   arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

6. Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning

   He Zhang, Ying Sun, Weiyu Guo, Yafei Liu, Haonan Lu, Xiaodong Lin, Hui Xiong

   ACM MM, 2023. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

Behavioral Artifacts

Software Systems

1. ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents

   Kyungho Kim, Geon Lee, Juyeon Kim, Dongwon Choi, Shinhwan Kang, Kijung Shin

   The Web Conference, 2026. Published · Code · System · 📦 Behavioral Artifacts

2. Flow: Modularized Agentic Workflow Automation

   Boye Niu, Yiliao Song, Kai Lian, Yifan Shen, Yu Yao, Kun Zhang, Tongliang Liu

   ICLR, 2025. Published · System · 📦 Behavioral Artifacts

3. Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning

   Zijian He, Reyna Abhyankar, Vikranth Srivatsa, Yiying Zhang

   KDD, 2025. Published · Code · System · 📦 Behavioral Artifacts

4. ToolSQL: A Tool-Assisted Agent for SQL Verification and Refinement

   Zhongyuan Wang, Richong Zhang, Zhijie Nie, Jaein Kim

   KDD, 2025. Published · System · 📦 Behavioral Artifacts

Software Repositories

1. CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation

   Sizhe Wang, Zhengren Wang, Dongsheng Ma, Yongan Yu, Rui Ling, Zhiyu Li, Feiyu Xiong, Wentao Zhang

   ACL, 2026. Published · Benchmark · 📦 Behavioral Artifacts · 🎯 Professional Work

2. BackendForge: Benchmarking Agentic End-to-End Code Generation with Backend Services

   Yuzhe Guo, Mengzhou Wu, Yuan Cao, Jialei Wei, Dezhi Ran, Wei Yang, Tao Xie

   arXiv, 2026. Preprint · Benchmark · 📦 Behavioral Artifacts · 🎯 Professional Work

3. ComfySearch: Autonomous Exploration and Reasoning for ComfyUI Workflows

   Jinwei Su, Qizhen Lan, Zeyu Wang, et al.

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Creative Production

4. ReVeal: Self-Evolving Code Agents via Reliable Self-Verification

   Yiyang Jin, Kunzhao Xu, Hang Li, Xueting Han, Yanmin Zhou, Cheng Li, Jing Bai

   ICLR, 2026. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

5. MARS: Modular Agent with Reflective Search for Automated AI Research

   Jiefeng Chen, Bhavana Dalvi Mishra, Jaehyun Nam, Rui Meng, Tomas Pfister, Jinsung Yoon

   ICML, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

6. NEMO: Execution-Aware Optimization Modeling via Autonomous Coding Agents

   Yang Song, Anoushka Vyas, Zirui Wei, Sina Pakazad, Henrik Ohlsson, Graham Neubig

   ICML, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

7. NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

   Jingzhe Ding, Shengda Long, Changxin Pu, Ge Zhang, et al.

   ICML, 2026. Published · Benchmark · 📦 Behavioral Artifacts · 🎯 Professional Work

8. Beyond Maintenance: A Benchmark and Multi-Agent Framework for Repository-Usage Code Generation

   Kaitao Lin, Songwen Gong, Adam Jatowt, Jiexin Wang, Yi Cai

   SIGIR, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

9. CodeCRDT: Observation-Driven Coordination for Multi-Agent LLM Code Generation

   Sergey Pugachev

   arXiv, 2025. Preprint · System · 📦 Behavioral Artifacts

10. Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

    Jiacheng Miao, Joe R. Davis, Yaohui Zhang, Jonathan K. Pritchard, James Zou

    arXiv, 2025. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

11. DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation

    Ziming You, Yumiao Zhang, Dexuan Xu, Yiwei Lou, Yandong Yan, Wei Wang, Huamin Zhang, Yu Huang

    EMNLP, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

12. AFlow: Automating Agentic Workflow Generation

    Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu, Fengwei Teng, XiongHui Chen, Jiaqi Chen, Mingchen Zhuge, Xin Cheng, Sirui Hong, Jinlin Wang, Bingnan Zheng, Bang Liu, Yuyu Luo, Chenglin Wu

    ICLR, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

13. Automated Design of Agentic Systems

    Shengran Hu, Cong Lu, Jeff Clune

    ICLR, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

14. ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

    Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun

    ICLR, 2025. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Scientific Research

15. Self-Evolving Multi-Agent Collaboration Networks for Software Development

    Yue Hu, Yuzhu Cai, Yaxin Du, Xinyu Zhu, Xiangrui Liu, Zijie Yu, Yuchen Hou, Shuo Tang, Siheng Chen

    ICLR, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

16. SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement

    Antonis Antoniades, Albert Örwall, Kexun Zhang, Yuxi Xie, Anirudh Goyal, William Wang

    ICLR, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

17. AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML

    Patara Trirat, Wonyong Jeong, Sung Ju Hwang

    ICML, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

18. PaperBench: Evaluating AI’s Ability to Replicate AI Research

    Giulio Starace, Oliver Jaffe, Dane Sherburn, James Aung, Jun Shern Chan, Leon Maksin, Rachel Dias, Evan Mays, Benjamin Kinsella, Wyatt Thompson, Johannes Heidecke, Amelia Glaese, Tejal Patwardhan

    ICML, 2025. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Scientific Research

19. PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification

    Hongwei Li, Yuheng Tang, Shiqi Wang, Wenbo Guo

    ICML, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

20. CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models

    Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo

    NAACL, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

21. Lessons Learned: A Multi-Agent Framework for Code LLMs to Learn and Improve

    Yuanzhe Liu, Ryan Deng, Tim Kaler, Xuhao Chen, Charles Leiserson, Yao Ma, Jie Chen

    NeurIPS, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

22. RF-Agent: Automated Reward Function Design via Language Agent Tree Search

    Ning Gao, Xiuhui Zhang, Xingyu Jiang, Mukang You, Mohan Zhang, Yue Deng

    NeurIPS, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

23. CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-Level Coding Challenges

    Kechi Zhang, Jia Li, Ge Li, Xianjie Shi, Zhi Jin

    ACL, 2024. Published · System · 📦 Behavioral Artifacts

24. MapCoder: Multi-Agent Code Generation for Competitive Problem Solving

    Md. Ashraful Islam, Mohammed Eunus Ali, Md. Rizwan Parvez

    ACL, 2024. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

25. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback

    Minghe Gao, Juncheng Li, Hao Fei, Liang Pang, Wei Ji, Guoming Wang, Zheqi Lv, Wenqiao Zhang, Siliang Tang, Yueting Zhuang

    ACM MM, 2024. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

26. AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

    Dong Huang, Jie M. Zhang, Michael Luck, Qingwen Bu, Yuhao Qing, Heming Cui

    arXiv, 2024. Preprint · Code · System · 📦 Behavioral Artifacts

27. DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration

    Sizhe Liu, Yizhou Lu, Siyu Chen, Xiyang Hu, Jieyu Zhao, Yingzhou Lu, Yue Zhao

    arXiv, 2024. Preprint · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

28. CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules

    Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty

    ICLR, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

29. L2MAC: Large Language Model Automatic Computer for Extensive Code Generation

    Samuel Holt, Max Ruiz Luyten, Mihaela van der Schaar

    ICLR, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

30. SWE-bench: Can Language Models Resolve Real-world Github Issues?

    Carlos E Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, Karthik Narasimhan

    ICLR, 2024. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Engineering Design

31. DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

    Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang

    ICML, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

32. MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

    Qian Huang, Jian Vora, Percy Liang, Jure Leskovec

    ICML, 2024. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Scientific Research

33. INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness

    Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo

    NeurIPS, 2024. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

34. SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

    John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press

    NeurIPS, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

35. InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback

    John Yang, Akshara Prabhakar, Karthik Narasimhan, Shunyu Yao

    NeurIPS, 2023. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Engineering Design

Web Applications

1. InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training

   Ziyun Zhang, Zezhou Wang, Xiaoyi Zhang, Zongyu Guo, Jiahao Li, Bin Li, Yan Lu

   ACL, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

2. Vision-Guided Iterative Refinement for Frontend Code Generation

   Hannah Sansford, Derek H. C. Law, Wei Liu, Abhishek Tripathi, Niresh Agarwal, Gerrit J. J. van den Burg

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts

3. WebDesignIter: Co-Evolving Design Knowledge for Repository-Level Front-End Code Generation

   Zheng Pei, Mingwei Liu, Zhenxi Chen, Zihao Wang, Yanlin Wang

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Professional Work

4. DuetUI: A Bidirectional Context Loop for Human-Agent Co-Generation of Task-Oriented Interfaces

   Yuan Xu, Shaowen Xiang, Yizhi Song, Ruoting Sun, Xin Tong

   CHI, 2026. Published · System · 📦 Behavioral Artifacts

5. DashChat: Interactive Authoring of Performance Dashboard Design Prototypes through Conversation with LLM-Powered Agents

   Siqi Shen, Ziyue Lin, Honghui Mei, Wanchen Liu, Chengye Xin, Wenzhuo Dai, Siming Chen, Xiao Wen, Xingyu Lan

   CHI EA, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

6. WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning

   Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Junting Pan, Mingjie Zhan, Hongsheng Li

   ICLR, 2026. Published · Code · System · 📦 Behavioral Artifacts

7. AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines

   Yifan Wu, Yiran Peng, Yiyu Chen, Jianhao Ruan, Zijie Zhuang, Cheng Yang, Jiayi Zhang, Man Chen, Yenchi Tseng, Zhaoyang Yu, Liang Chen, Yuyao Zhai, Bang Liu, Chenglin Wu, Yuyu Luo

   ICML, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

8. FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation

   Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li

   ICML, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

9. UI2Code^N: UI-to-Code Generation as Interactive Visual Optimization

   ZHEN YANG, Wenyi Hong, Mingde Xu, Xinyue Fan, Weihan Wang, Jiale Cheng, Xiaotao Gu, Jie Tang

   ICML, 2026. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

10. Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification

    Zehai He, Wenyi Hong, Zhen Yang, Ziyang Pan, Mingdao Liu, Xiaotao Gu, Jie Tang

    ICML, 2026. Published · Code · Benchmark · 📦 Behavioral Artifacts

11. Compiling Large Multi-Modal Requirement Documents into Runnable Software Systems: From an Agentic Test-Driven Perspective

    Weiyu Kong, Yun Lin, Xiwen Teoh, Duc-Minh Nguyen, Ruofei Ren, Jiaxin Chang, Haoxu Hu, Haoyu Chen

    ISSTA, 2026. Published · System · 📦 Behavioral Artifacts

12. Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Fine-grained Feedback

    Jingyu Xiao, Jiantong Qin, Shuoqi Li, Man Ho Lam, Yuxuan Wan, Jen-tse Huang, Yintong Huo, Michael R. Lyu

    KDD, 2026. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

13. ProductWebGen: Benchmarking Multimodal Product Webpage Generation

    Zhihong Liu, Siqi Kou, Zheng Li, Ye Ma, Quan Chen, Peng Jiang, Kai Yu, Zhijie Deng

    KDD, 2026. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Brand Communication

14. Computer-Use Agents as Judges for Generative User Interface

    Kevin Qinghong Lin, Siyuan Hu, Linjie Li, et al.

    arXiv, 2025. Preprint · Code · System · 📦 Behavioral Artifacts

15. WebVIA: A Web-based Vision-Language Agentic Framework for Interactive and Verifiable UI-to-Code Generation

    Mingde Xu, Zhen Yang, Wenyi Hong, et al.

    arXiv, 2025. Preprint · Code · System · 📦 Behavioral Artifacts

16. WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs

    Yi Gui, Zhen Li, Yao Wan, Yemin Shi, Hongyu Zhang, Bohua Chen, Yi Su, Dongping Chen, Siyuan Wu, Xing Zhou, Wenbin Jiang, Hai Jin, Xiangliang Zhang

    The Web Conference, 2025. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Engineering Design

Games

1. Infinite Worlds with Versatile Interactions

   Zelin Gao, Qiuyu Wang, Jiapeng Zhu, Jingye Chen, Zichen Liu, Qingyan Bai, Jiahao Wang, Yufeng Yuan, Hanlin Wang, Yichong Lu, Ka Leong Cheng, Haojie Zhang, Jian Gao, Tianrui Feng, Yuzheng Liu, Yao Yao, Yinghao Xu, Xing Zhu, Yujun Shen, Hao Ouyang

   arXiv, 2026. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Creative Production

2. OpenGame: Open Agentic Coding for Games

   Yilei Jiang, Jinyuan Hu, Qianyin Xiao, Yaozhi Zheng, Ruize Ma, Kaituo Feng, Jiaming Han, Tianshuo Peng, Kaixuan Fan, Manyuan Zhang, Xiangyu Yue

   arXiv, 2026. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Creative Production

3. 90% Faster, 100% Code-Free: MLLM-Driven Zero-Code 3D Game Development

   Yuxuan Wan, Runxin Yang, Shuqing Li, Michael R. Lyu

   FSE, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Creative Production

4. GameDevBench: Evaluating Agentic Capabilities Through Game Development

   Wayne Chi, Yixiong Fang, Arnav Yayavaram, Siddharth Yayavaram, Seth Karten, Qiuhong Anna Wei, Runkun Chen, Alexander Wang, Valerie Chen, Ameet Talwalkar, Chris Donahue

   ICML, 2026. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Creative Production

5. ProxyWar: Dynamic Assessment of LLM Code Generation in Game Arenas

   Xinyu Wang, Wenjun Peng, Qi Wu

   ICSE, 2026. Published · Benchmark · 📦 Behavioral Artifacts · 🎯 Creative Production

6. Multi-Agent Game Generation and Evaluation via Audio-Visual Recordings

   Alexia Jolicoeur-Martineau

   arXiv, 2025. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Creative Production

7. STORY2GAME: Generating (Almost) Everything in an Interactive Fiction Game

   Eric Zhou, Shreyas Basavatia, Moontashir Siam, Zexin Chen, Mark O. Riedl

   arXiv, 2025. Preprint · System · 📦 Behavioral Artifacts · 🎯 Creative Production

8. DreamGarden: A Designer Assistant for Growing Games from a Single Prompt

   Sam Earle, Samyak Parajuli, Andrzej Banburski-Fahey

   CHI, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Creative Production

Simulation Models

Virtual World Simulators

1. LogicEnvGen: Task-Logic Driven Generation of Diverse Simulated Environments for Embodied AI

   Jianan Wang, Siyang Zhang, Bin Li, Juan Chen, Jingtao Qi, Zhuo Zhang, Chen Qian

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

2. Code World Models for General Game Playing

   Wolfgang Lehrach, Daniel Hennes, Miguel Lazaro-Gredilla, Xinghua Lou, Carter Wendelken, Zun Li, Antoine Dedieu, Jordi Grau-Moya, Marc Lanctot, Atil Iscen, John Schultz, Marcus Chiam, Ian Gemp, Piotr Zielinski, Satinder Singh, Kevin P. Murphy

   ICLR, 2026. Published · System · 📦 Behavioral Artifacts

3. Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning

   Zhaoyang Wang, Canwen Xu, Boyi Liu, Yite Wang, Siwei Han, Zhewei Yao, Huaxiu Yao, Yuxiong He

   ICML, 2026. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

4. Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback

   Mengkang Hu, Bowei Xia, Yuran Wu, Ailing Yu, Yude Zou, Qiguang Chen, Shijian Wang, Jiarui Jin, Kexin Li, Wenxiang Jiao, Yuan Lu, Ping Luo

   arXiv, 2025. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

5. WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment

   Hao Tang, Darren Key, Kevin Ellis

   NeurIPS, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

Physical World Models

1. Agentic Real2Sim: Physics-based World Modeling with Vision-Language Agents

   Guanxiong Chen, Qianjun Xia, Jiawei Peng, Heng Zhang, Bole Ma, Justin Qian, Ziyi Jiao, Bingyang Zhou, Luoxin Ye, Kaifeng Zhang, Kunyi Wang, Weijia Zeng, Yunuo Chen, Pengzhi Yang, Ziqiu Zeng, Huamin Wang, Chao Liu, Alan Yuille, Fan Shi, Changxi Zheng, Yunzhu Li, Chenfanfu Jiang, Peter Yichen Chen

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

2. Coding Agent Is Good As World Simulator

   Hongyu Wang, Jingquan Wang, Bocheng Zou, Radu Serban, Dan Negrut

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

3. Perceptual Self-Reflection in Agentic Physics Simulation Code Generation

   Prashant Shende, Bradley Camburn

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

4. Sketch2Simulation: Automating Flowsheet Generation via Multi Agent Large Language Models

   Abdullah Bahamdan, Emma Pajak, John D. Hedengren, Antonio del Rio Chanona

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

5. AgenticTCAD: A LLM-based Multi-Agent Framework for Automated TCAD Code Generation and Device Optimization

   Guangxi Fan, Tianliang Ma, Xuguang Sun, Xun Wang, Kain Lu Low, Leilai Shao

   DATE, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

6. SOCIA-∇: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation

   Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, Flora D. Salim

   arXiv, 2025. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

🎯 Application-centered View

This alternate view re-indexes application-classified papers by their use context. Papers classified on both axes therefore appear in both views.

Creative Production

1. CoMA: Compositional Human Motion Generation with Multi-modal Agents

   Shanlin Sun, Jiaqi Xu, Gabriel de Araujo, Shenghan Zhou, Hanwen Zhang, Ziheng Huang, Chenyu You, Xiaohui Xie

   AAAI, 2026. Published · System · 📦 Video Artifacts · 🎯 Creative Production

2. FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework

   Lingzhou Mu, Qiang Wang, Fan Jiang, Mengchao Wang, Mu Xu, Kai Zhang

   AAAI, 2026. Published · System · 📦 Video Artifacts · 🎯 Creative Production

3. GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration

   Kaiyi Huang, Yukun Huang, Xuefei Ning, Zinan Lin, Yu Wang, Xihui Liu

   AAAI, 2026. Published · Code · System · 📦 Video Artifacts · 🎯 Creative Production

4. StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models

   Zehao Chen, Rong Pan, Haoran Li

   AAAI, 2026. Published · System · 📦 Textual Artifacts · 🎯 Creative Production

5. Constella: Supporting Storywriters’ Interconnected Character Creation through LLM-Based Multi-Agents

   Syemin Park, Soobin Park, Youn-kyung Lim

   ACM TOCHI, 2026. Published · System · 📦 Textual Artifacts · 🎯 Creative Production

6. Agent Banana: High-Fidelity Image Editing with Agentic Thinking and Tooling

   Ruijie Ye, Jiayi Zhang, Zhuoxin Liu, Zihao Zhu, Siyuan Yang, Li Li, Tianfu Fu, Franck Dernoncourt, Yue Zhao, Jiacheng Zhu, Ryan Rossi, Wenhao Chai, Zhengzhong Tu

   arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

7. Audio-Oscar: A Multi-Agent System for Complex Audio Scene Generation, Orchestration, and Refinement

   Yifan Duan, Qixiang Xu, Hengtao Wu, Zhanxun Liu, Wenhao Guan, Junxi Liu, Ziyang Ma, Kelu Xu, Xie Chen

   arXiv, 2026. Preprint · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

8. Authoring for Living Worlds: Tool-Constrained LLM Agents for Executable Multi-Actor Scenarios

   Nicolae Cudlenco, Mihai Masala, Marius Leordeanu

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

9. CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration

   Hairui Zhu, Yiying Yang, Tengjin Weng, Ziyu Lu, Xiao Yao, Xiaoyang Ye, Lin Ma, Wenhao Jiang

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Creative Production

10. ComfySearch: Autonomous Exploration and Reasoning for ComfyUI Workflows

    Jinwei Su, Qizhen Lan, Zeyu Wang, et al.

    arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Creative Production

11. FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling

    Jialong Zuo, Haotong Zuo, Shiwei Zhang, Xiang Wang, Chen Li, Nong Sang, Changxin Gao, Xiang Bai

    arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

12. From Personas to Plot: Character-Grounded Multi-Agent Story Generation for Long-Form Narratives

    Aayush Aluru, Chloe Ho, Muhammad Hammouri, Kerry Luo, Myra Malik, Ryan Lagasse, Arjun Bahuguna, Vasu Sharma

    arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Creative Production

13. GLANCE: A Global-Local Coordination Multi-Agent Framework for Music-Grounded Non-Linear Video Editing

    Zihao Lin, Haibo Wang, Zhiyang Xu, Siyao Dai, Huanjie Dong, Xiaohan Wang, Yolo Y. Tang, Yixin Wang, Qifan Wang, Lifu Huang

    arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

14. Infinite Worlds with Versatile Interactions

    Zelin Gao, Qiuyu Wang, Jiapeng Zhu, Jingye Chen, Zichen Liu, Qingyan Bai, Jiahao Wang, Yufeng Yuan, Hanlin Wang, Yichong Lu, Ka Leong Cheng, Haojie Zhang, Jian Gao, Tianrui Feng, Yuzheng Liu, Yao Yao, Yinghao Xu, Xing Zhu, Yujun Shen, Hao Ouyang

    arXiv, 2026. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Creative Production

15. JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents

    Yunlong Lin, Zixu Lin, Zhaohu Xing, Biqiang Li, Chenxin Li, Haonan Wang, Haitao Wu, Hengyu Liu, Jianghai Chen, Kaituo Feng, Kaixin Li, Shawn Chen, Shijue Huang, Sixiang Chen, Tsung-Yi Ho, Wenxuan Huang, Xiangyan Liu, Xiaomeng Hu, Xuanhua He, Yan Sun, Yunqing Zhao, Zhiqin Yang, Zehan Wang, Zhengyang Tang, Tianyu Pang, Xiangyu Yue

    arXiv, 2026. Preprint · Code · System · 🎯 Creative Production

16. Libretto: Giving LLM Agents a Sense of Musical Structure

    Yichen Xu

    arXiv, 2026. Preprint · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

17. Multi-Agent Comedy Club: Investigating Community Discussion Effects on LLM Creative Writing

    Shiwei Hong, Lingyao Li, Ethan Z. Rong, Chenxinran Shen, Zhicong Lu

    arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Creative Production

18. MUSE: A Multi-agent Framework for Unconstrained Story Envisioning via Closed-Loop Cognitive Orchestration

    Wenzhang Sun, Zhenyu Wang, Zhangchi Hu, Chunfeng Wang, Hao Li, Wei Chen

    arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

19. OpenGame: Open Agentic Coding for Games

    Yilei Jiang, Jinyuan Hu, Qianyin Xiao, Yaozhi Zheng, Ruize Ma, Kaituo Feng, Jiaming Han, Tianshuo Peng, Kaixuan Fan, Manyuan Zhang, Xiangyu Yue

    arXiv, 2026. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Creative Production

20. OpenMic: A Multi-Agent-Based Stand-Up Comedy Generation System

    Yuyang Wu, Hanzhong Cao, Jianhao Chen, Yufei Li

    arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Creative Production

21. ParticleGen: A Multi-Agent System for Particle Effects Generation

    Junhao Zhuge, Junyi Yang, Yuqing Wang, Kangzhan Wang, Sipeng Yang, Xiaogang Jin

    arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

22. PhysAgent: Reflective Agentic Physics Control for Physically Plausible Video Generation

    Qirui Li, Jinkun Hao, Yibo Li, Ran Yi, Paul L. Rosin, Yu-Kun Lai

    arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

23. ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition

    Jooyeol Yun, Jintae Park, Hyesu Lim, Junha Hyung, Hyungjin Chung, Jaegul Choo

    arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Creative Production

24. RIME: Enabling Large-Scale Agentic Music Post-Production

    Noah Schaffer, Nikhil Singh

    arXiv, 2026. Preprint · Benchmark · 📦 Audio Artifacts · 🎯 Creative Production

25. SoundscapeAgent: Agentic Soundscape Construction for Controllable Synthesis and Scalable Audio-Language Supervision

    Hao Zhang, Yiwen Zhao, Yixuan Zhang, Yiwen Shao, Steve Yves

    arXiv, 2026. Preprint · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

26. StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics

    Bingliang Li, Zhenhong Sun, Jiaming Bian, Yuehao Wu, Yifu Wang, Hongdong Li, Yatao Bian, Huadong Mo, Daoyi Dong

    arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

27. VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

    Haodong Li, Tianfei Ren, Xiaoxiao Ma, Chunmei Qing, Zhen Fang, Sipeng He, Ziyu Guo, Haoyu Wu, Juanxi Tian, Yihang Zou, Ruichuan An, Dongzhi Jiang, Boxue Yang, Ji Xie, Xu Huang, Wenhao Yan, Jialv Zou, Zhengrong Yue, Yaxin Luo, Xiaotong Li, Yuzhu Wang, Junyan Ye, Jinjing Zhao, Zehui Chen, Lin Chen, Renye Yan, Feng Zhao, Pheng-Ann Heng

    arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

28. VideoMemory: Toward Consistent Video Generation via Memory Integration

    Jinsong Zhou, Yihua Du, Xinli Xu, Luozhou Wang, Zijie Zhuang, Yehang Zhang, Shuaibo Li, Xiaojun Hu, Bolan Su, Ying-cong Chen

    arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

29. WorldAgents: Can Foundation Image Models be Agents for 3D World Models?

    Ziya Erkoç, Angela Dai, Matthias Nießner

    arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

30. Exploring Creator-Centric Methods for LLM-Assisted Interactive Storytelling

    Yuelu Li, Siyi Wu, Lujin Zhang, Zhihan Guo, Wenchuan Lu, David Yip

    CHI, 2026. Published · System · 📦 Textual Artifacts · 🎯 Creative Production

31. Preference-Guided Prompt Optimization for Text-to-Image Generation

    Zhipeng Li, Yi-Chi Liao, Christian Holz

    CHI, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

32. Agentic Retoucher for Text-To-Image Generation

    Shaocheng Shen, Jianfeng Liang, Chunlei Cai, Cong Geng, Huiyu Duan, Xiaoyun Zhang, Qiang Hu, Guangtao Zhai

    CVPR, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

33. UniEdit-I: Training-free Image Editing for Unified VLM via Iterative Understanding, Editing and Verifying

    Chengyu Bai, Jintao Chen, Xiang Bai, Yilong Chen, Qi She, Ming Lu, Shanghang Zhang

    CVPR, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

34. VISTA: A Test-Time Self-Improving Video Generation Agent

    Do Xuan Long, Xingchen Wan, Hootan Nakhost, Chen-Yu Lee, Tomas Pfister, Sercan Ö. Arık

    CVPR, 2026. Published · System · 📦 Video Artifacts · 🎯 Creative Production

35. 90% Faster, 100% Code-Free: MLLM-Driven Zero-Code 3D Game Development

    Yuxuan Wan, Runxin Yang, Shuqing Li, Michael R. Lyu

    FSE, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Creative Production

36. Feedback-Driven Retrieval-Augmented Audio Generation with Large Audio Language Models

    Junqi Zhao, Chenxing Li, Jinzheng Zhao, Rilin Chen, Dong Yu, Mark D. Plumbley, Wenwu Wang

    ICASSP, 2026. Published · System · 📦 Audio Artifacts · 🎯 Creative Production

37. FaSTA*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing

    Advait Gupta, Rishie Raj, Dang Nguyen, Tianyi Zhou

    ICLR, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

38. HAMLET: A Hierarchical and Adaptive Multi-Agent Framework for Live Embodied Theatrics

    Shufan Jiang, Sizhou Chen, Chi Zhang, Xiao-Lei Zhang, Xuelong Li

    ICLR, 2026. Published · Code · System · 📦 Video Artifacts · 🎯 Creative Production

39. Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation

    Lu Ling, Chen-Hsuan Lin, Tsung-Yi Lin, Yifan Ding, Yu Zeng, Yichen Sheng, Yunhao Ge, Ming-Yu Liu, Aniket Bera, Zhaoshuo Li

    ICLR, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

40. GameDevBench: Evaluating Agentic Capabilities Through Game Development

    Wayne Chi, Yixiong Fang, Arnav Yayavaram, Siddharth Yayavaram, Seth Karten, Qiuhong Anna Wei, Runkun Chen, Alexander Wang, Valerie Chen, Ameet Talwalkar, Chris Donahue

    ICML, 2026. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Creative Production

41. PosterAgent: Agentic Poster Generation via Stage-Aware Reinforcement Learning

    Zhuocheng Yu, Feng Zhang, Sujian Li, Kai Jia

    ICML, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

42. ProxyWar: Dynamic Assessment of LLM Code Generation in Game Arenas

    Xinyu Wang, Wenjun Peng, Qi Wu

    ICSE, 2026. Published · Benchmark · 📦 Behavioral Artifacts · 🎯 Creative Production

43. BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation

    Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang

    ACL, 2025. Published · Code · System · 📦 Textual Artifacts · 🎯 Creative Production

44. AudioGenie: A Training-Free Multi-Agent Framework for Diverse Multimodality-to-Multiaudio Generation

    Yan Rong, Jinting Wang, Guangzhi Lei, Shan Yang, Li Liu

    ACM MM, 2025. Published · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

45. 3Dify: a Framework for Procedural 3D-CG Generation Assisted by LLMs Using MCP and RAG

    Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino, Satoshi Ohshima, Takahiro Katagiri

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

46. AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaboration

    Wen-Fan Wang, Chien-Ting Lu, Jin Ping Ng, Yi-Ting Chiu, Ting-Ying Lee, Miaosen Wang, Bing-Yu Chen, Xiang 'Anthony' Chen

    arXiv, 2025. Preprint · System · 🎯 Creative Production

47. AutoMV: An Automatic Multi-Agent System for Music Video Generation

    Xiaoxuan Tang, Xinping Lei, Chaoran Zhu, Shiyun Chen, Ruibin Yuan, Yizhi Li, Changjae Oh, Ge Zhang, Wenhao Huang, Emmanouil Benetos, Yang Liu, Jiaheng Liu, Yinghao Ma

    arXiv, 2025. Preprint · Code · System · 📦 Video Artifacts · 🎯 Creative Production

48. CoComposer: LLM Multi-agent Collaborative Music Composition

    Peiwen Xing, Aske Plaat, Niki van Stein

    arXiv, 2025. Preprint · System · 📦 Audio Artifacts · 🎯 Creative Production

49. CreAgentive: An Agent Workflow Driven Multi-Category Creative Generation Engine

    Yuyang Cheng, Linyue Cai, Changwei Peng, Yumiao Xu, Rongfang Bie, Yong Zhao

    arXiv, 2025. Preprint · System · 📦 Textual Artifacts · 🎯 Creative Production

50. From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations

    Yuzhi Li, Haojun Xu, Feng Tian

    arXiv, 2025. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

51. GraphicBench: A Planning Benchmark for Graphic Design with Language Agents

    Dayeon Ki, Tianyi Zhou, Marine Carpuat, Gang Wu, Puneet Mathur, Viswanathan Swaminathan

    arXiv, 2025. Preprint · Benchmark · 📦 2D Visual Artifacts · 🎯 Creative Production

52. Hollywood Town: Long-Video Generation via Cross-Modal Multi-Agent Orchestration

    Zheng Wei, Mingchen Li, Zeqian Zhang, Ruibin Yuan, Pan Hui, Huamin Qu, James Evans, Maneesh Agrawala, Anyi Rao

    arXiv, 2025. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

53. LL3M: Large Language 3D Modelers

    Sining Lu, Guan Chen, Nam Anh Dinh, Itai Lang, Ari Holtzman, Rana Hanocka

    arXiv, 2025. Preprint · Code · System · 📦 Spatial Artifacts · 🎯 Creative Production

54. Multi-Agent Game Generation and Evaluation via Audio-Visual Recordings

    Alexia Jolicoeur-Martineau

    arXiv, 2025. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Creative Production

55. MusicSwarm: Biologically Inspired Intelligence for Music Composition

    Markus J. Buehler

    arXiv, 2025. Preprint · System · 📦 Audio Artifacts · 🎯 Creative Production

56. PersonaVlog: Personalized Multimodal Vlog Generation with Multi-Agent Collaboration and Iterative Self-Correction

    Xiaolu Hou, Bing Ma, Jiaxiang Cheng, Xuhua Ren, Kai Yu, Wenyue Li, Tianxiang Zheng, Qinglin Lu

    arXiv, 2025. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

57. SmartAvatar: Text- and Image-Guided Human Avatar Generation with VLM AI Agents

    Alexander Huang-Menders, Xinhang Liu, Andy Xu, Yuyao Zhang, Chi-Keung Tang, Yu-Wing Tai

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

58. STORY2GAME: Generating (Almost) Everything in an Interactive Fiction Game

    Eric Zhou, Shreyas Basavatia, Moontashir Siam, Zexin Chen, Mark O. Riedl

    arXiv, 2025. Preprint · System · 📦 Behavioral Artifacts · 🎯 Creative Production

59. UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist

    Zhengyang Liang, Daoan Zhang, Huichi Zhou, Rui Huang, Bobo Li, Yuechen Zhang, Shengqiong Wu, Xiaohan Wang, Jiebo Luo, Lizi Liao, Hao Fei

    arXiv, 2025. Preprint · Code · System · 📦 Video Artifacts · 🎯 Creative Production

60. WeaveMuse: An Open Agentic System for Multimodal Music Understanding and Generation

    Emmanouil Karystinaios

    arXiv, 2025. Preprint · System · 📦 Audio Artifacts · 🎯 Creative Production

61. WorldCraft: Photo-Realistic 3D World Creation and Customization via LLM Agents

    Xinhang Liu, Chi-Keung Tang, Yu-Wing Tai

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Creative Production

62. DreamGarden: A Designer Assistant for Growing Games from a Single Prompt

    Sam Earle, Samyak Parajuli, Andrzej Banburski-Fahey

    CHI, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Creative Production

63. LogoMotion: Visually-Grounded Code Synthesis for Creating and Editing Animation

    Vivian Liu, Rubaiat Habib Kazi, Li-Yi Wei, Matthew Fisher, Timothy Langlois, Seth Walker, Lydia Chilton

    CHI, 2025. Published · System · 📦 Video Artifacts · 🎯 Creative Production

64. PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation

    Qiyao Xue, Xiangyu Yin, Boyuan Yang, Wei Gao

    CVPR, 2025. Published · System · 📦 Video Artifacts · 🎯 Creative Production

65. SketchAgent: Language-Driven Sequential Sketch Generation

    Yael Vinker, Tamar Rott Shaham, Kristine Zheng, Alex Zhao, Judith E. Fan, Antonio Torralba

    CVPR, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

66. Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis

    Yehang Zhang, Xinli Xu, Xiaojie Xu, Doudou Zhang, Li Liu, Ying-Cong Chen

    EMNLP, 2025. Published · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

67. Multi-turn Consistent Image Editing

    Zijun Zhou, Yingying Deng, Xiangyu He, Weiming Dong, Fan Tang

    ICCV, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

68. T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation

    Chieh-Yun Chen, Min Shi, Gong Zhang, Humphrey Shi

    ICCV, 2025. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

69. Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement

    Suchae Jeong, Inseong Choi, Youngsik Yun, Jihie Kim

    NAACL, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

70. CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation

    Kavana Venkatesh, Connor Dunlop, Pinar Yanardag

    NeurIPS, 2025. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

71. ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling

    Shuyuan Zhang, ChenHan Jiang, Zuoou Li, Jiankang Deng

    NeurIPS, 2025. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

72. EditDuet: A Multi-Agent System for Video Non-Linear Editing

    Marcelo Sandoval-Castañeda, Bryan Russell, Josef Sivic, Gregory Shakhnarovich, Fabian Caba Heilbron

    SIGGRAPH, 2025. Published · System · 📦 Video Artifacts · 🎯 Creative Production

73. AniMaker: Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation

    Haoyuan Shi, Yunxin Li, Xinyu Chen, Longyue Wang, Baotian Hu, Min Zhang

    SIGGRAPH Asia, 2025. Published · Code · System · 📦 Video Artifacts · 🎯 Creative Production

74. AniME: Adaptive Multi-Agent Planning for Long Animation Generation

    Lisai Zhang, Baohan Xu, Siqian Yang, Mingyu Yin, Jing Liu, Chao Xu, Siqi Wang, Yidi Wu, Yuxin Hong, Zihao Zhang, Yanzhang Liang, Yudong Jiang

    SIGGRAPH Asia, 2025. Published · System · 📦 Video Artifacts · 🎯 Creative Production

75. Edit3D: Elevating 3D Scene Editing with Attention-Driven Multi-Turn Interactivity

    Peng Zhou, Dunbo Cai, Yujian Du, Runqing Zhang, Bingbing Ni, Jie Qin, Ling Qian

    ACM MM, 2024. Published · Code · System · 📦 Spatial Artifacts · 🎯 Creative Production

76. G-Refine: A General Quality Refiner for Text-to-Image Generation

    Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai

    ACM MM, 2024. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

77. iControl3D: An Interactive System for Controllable 3D Scene Generation

    Xingyi Li, Yizheng Wu, Jun Cen, Juewen Peng, Kewei Wang, Ke Xian, Zhe Wang, Zhiguo Cao, Guosheng Lin

    ACM MM, 2024. Published · Code · System · 📦 Spatial Artifacts · 🎯 Creative Production

78. Learning Realistic Sketching: A Dual-agent Reinforcement Learning Approach

    Ji Qiu, Peng Lu, Xujun Peng, Wenhao Guo, Zhaoran Zhao, XiangTao Dong

    ACM MM, 2024. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

79. StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration

    Panwen Hu, Jin Jiang, Jianqi Chen, Mingfei Han, Shengcai Liao, Xiaojun Chang, Xiaodan Liang

    arXiv, 2024. Preprint · System · 📦 Video Artifacts · 🎯 Creative Production

80. Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts

    Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Wenrui Ding, Shuchang Zhou, Ming-Hsuan Yang

    ECCV, 2024. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

81. DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting

    Shijie Zhou, Zhiwen Fan, Dejia Xu, Haoran Chang, Pradyumna Chari, Tejas K. Bharadwaj, Suya You, Zhangyang Wang, Achuta Kadambi

    ECCV, 2024. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

82. Idea2Img: Iterative Self-Refinement with GPT-4V for Automatic Image Design and Generation

    Zhengyuan Yang, Jianfeng Wang, Linjie Li, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Lijuan Wang

    ECCV, 2024. Published · System · 📦 2D Visual Artifacts · 🎯 Creative Production

83. WavCraft: Audio Editing and Generation with Large Language Models

    Jinhua Liang, Huan Zhang, Haohe Liu, Yin Cao, Qiuqiang Kong, Xubo Liu, Wenwu Wang, Mark D. Plumbley, Huy Phan, Emmanouil Benetos

    ICLR Workshop, 2024. Published · Code · System · 📦 Audio Artifacts · 🎯 Creative Production

84. SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code

    Ziniu Hu, Ahmet Iscen, Aashi Jain, Thomas Kipf, Yisong Yue, David A Ross, Cordelia Schmid, Alireza Fathi

    ICML, 2024. Published · System · 📦 Spatial Artifacts · 🎯 Creative Production

85. GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing

    Zhenyu Wang, Aoxue Li, Zhenguo Li, Xihui Liu

    NeurIPS, 2024. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

86. A Reinforcement Learning-Based Automatic Video Editing Method Using Pre-trained Vision-Language Model

    Panwen Hu, Nan Xiao, Feifei Li, Yongquan Chen, Rui Huang

    ACM MM, 2023. Published · System · 📦 Video Artifacts · 🎯 Creative Production

87. Stroke-based Neural Painting and Stylization with Dynamically Predicted Painting Region

    Teng Hu, Ran Yi, Haokun Zhu, Liang Liu, Jinlong Peng, Yabiao Wang, Chengjie Wang, Lizhuang Ma

    ACM MM, 2023. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Creative Production

Brand Communication

1. AutoPP: Towards Automated Product Poster Generation and Optimization

   Jiahao Fan, Yuxin Qin, Wei Feng, Yanyin Chen, et al.

   AAAI, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Brand Communication

2. BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation

   Zihao Zhu, Ruotong Wang, Siwei Lyu, Min Zhang, Baoyuan Wu

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Brand Communication

3. ProductWebGen: Benchmarking Multimodal Product Webpage Generation

   Zhihong Liu, Siqi Kou, Zheng Li, Ye Ma, Quan Chen, Peng Jiang, Kai Yu, Zhijie Deng

   KDD, 2026. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Brand Communication

4. ATVG: Agentic System for Factually Grounded Travel Advertisement Video Generation

   Byung Eun Jeon, Xiao Bai, Wen Zhang, Jinchao Li

   SIGIR, 2026. Published · System · 📦 Video Artifacts · 🎯 Brand Communication

5. Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents

   Zhao Wang, Bowen Chen, Yotaro Shimose, Sota Moriyama, Heng Wang, Shingo Takamatsu

   arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Brand Communication

6. BannerAgency: Advertising Banner Design with Multimodal LLM Agents

   Heng Wang, Yotaro Shimose, Shingo Takamatsu

   EMNLP, 2025. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Brand Communication

7. MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation

   Mingjin Li, Yu Liu, Huayi Liu, Xiang Ye, Chao Jiang, Hongguang Zhang, Yu Ruan

   EMNLP Industry Track, 2025. Published · System · 📦 Textual Artifacts · 🎯 Brand Communication

Educational Support

1. Beyond End-to-End Video Models: An LLM-Based Multi-Agent System for Educational Video Generation

   Lingyong Yan, Jiulong Wu, Dong Xie, Weixian Shi, Deguo Xia, Jizhou Huang

   arXiv, 2026. Preprint · Code · System · 📦 Video Artifacts · 🎯 Educational Support

2. DeepTutor: Towards Agentic Personalized Tutoring

   Bingxi Zhao, Jiahao Zhang, Xubin Ren, Zirui Guo, Tianzhe Chu, Yi Ma, Chao Huang

   arXiv, 2026. Preprint · Code · System · 📦 Textual Artifacts · 🎯 Educational Support

3. ManimAgent: Self-Evolving Multimodal Agents for Visual Education

   Wenjia Jiang, Zongyuan Cai, Yuanhang Shao, Chenru Wang, Boyan Han, Zhixue Song, Keyu Chen, Shengwei An, Xu Yang, Zhou Yang

   arXiv, 2026. Preprint · System · 📦 Video Artifacts · 🎯 Educational Support

4. SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations

   Eric Xie, Danielle Waterfield, Michael Kennedy, Aidong Zhang

   EAAI, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Educational Support

5. Code2Video: A Code-centric Paradigm for Educational Video Creation

   Yanzhe Chen, Kevin Qinghong Lin, Mike Zheng Shou

   ICML, 2026. Published · Code · System · 📦 Video Artifacts · 🎯 Educational Support

6. Auto-Slides: An Interactive Multi-Agent System for Creating and Customizing Research Presentations

   Yuheng Yang, Wenjia Jiang, Yang Wang, Yi Song, Yiwei Wang, Chi Zhang

   arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Educational Support

7. EduAgentQG: A Multi-Agent Workflow Framework for Personalized Question Generation

   Rui Jia, Min Zhang, Fengrui Liu, Bo Jiang, Kun Kuang, Zhongxiang Dai

   arXiv, 2025. Preprint · System · 📦 Textual Artifacts · 🎯 Educational Support

8. MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback

   Zonghai Yao, Aditya Parashar, Huixue Zhou, Won Seok Jang, Feiyun Ouyang, Zhichao Yang, Hong Yu

   NAACL, 2025. Published · System · 📦 Textual Artifacts · 🎯 Educational Support

9. LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System

   Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong

   The Web Conference Companion, 2025. Published · Code · System · 📦 Textual Artifacts · 🎯 Educational Support

Professional Work

1. CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation

   Sizhe Wang, Zhengren Wang, Dongsheng Ma, Yongan Yu, Rui Ling, Zhiyu Li, Feiyu Xiong, Wentao Zhang

   ACL, 2026. Published · Benchmark · 📦 Behavioral Artifacts · 🎯 Professional Work

2. BackendForge: Benchmarking Agentic End-to-End Code Generation with Backend Services

   Yuzhe Guo, Mengzhou Wu, Yuan Cao, Jialei Wei, Dezhi Ran, Wei Yang, Tao Xie

   arXiv, 2026. Preprint · Benchmark · 📦 Behavioral Artifacts · 🎯 Professional Work

3. Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Verification

   Yi Yuan, Xuhong Wang, Shanzhe Lei

   arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Professional Work

4. WebDesignIter: Co-Evolving Design Knowledge for Repository-Level Front-End Code Generation

   Zheng Pei, Mingwei Liu, Zhenxi Chen, Zihao Wang, Yanlin Wang

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Professional Work

5. DashChat: Interactive Authoring of Performance Dashboard Design Prototypes through Conversation with LLM-Powered Agents

   Siqi Shen, Ziyue Lin, Honghui Mei, Wanchen Liu, Chengye Xin, Wenzhuo Dai, Siming Chen, Xiao Wen, Xingyu Lan

   CHI EA, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

6. DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios

   Jinxiang Meng, Shaoping Huang, Fangyu Lei, Jingyu Guo, Haoxiang Liu, Jiahao Su, Sihan Wang, Yao Wang, Enrui Wang, Ye Yang, Hongze Chai, Jinming Lyu, Anbang Yu, Huangjing Zhang, Yitong Zhang, Yiming Huang, Zeyao Ma, Shizhu He, Jun Zhao, Kang Liu

   ICML, 2026. Published · Code · Benchmark · 📦 2D Visual Artifacts · 🎯 Professional Work

7. FormAct: Agentic Source Editing for Rich-Format Document Generation

   Eugene Yu, Xingxing Zhang, Yuan Xia, Tao Ge, XWang, FNU Kartik, Vishwas Suryanarayanan, Cheng Yang, Amanda Jiang, Jiayu Ding, Xiangyu Wong, Tengchao Lv, Lei Cui, Si-Qing Chen, Furu Wei, Sujian Li

   ICML, 2026. Published · System · 📦 Textual Artifacts · 🎯 Professional Work

8. NEMO: Execution-Aware Optimization Modeling via Autonomous Coding Agents

   Yang Song, Anoushka Vyas, Zirui Wei, Sina Pakazad, Henrik Ohlsson, Graham Neubig

   ICML, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

9. NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

   Jingzhe Ding, Shengda Long, Changxin Pu, Ge Zhang, et al.

   ICML, 2026. Published · Benchmark · 📦 Behavioral Artifacts · 🎯 Professional Work

10. ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows

    Wei Liu, Yang Gu, Xi Yan, Zihan Nan, Beicheng Xu, Keyao Ding, Bin Cui, Wentao Zhang

    KDD, 2026. Published · System · 📦 Textual Artifacts · 🎯 Professional Work

11. MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization

    Jinwei Lu, Yuanfeng Song, Chen Zhang, Raymond Chi-Wing Wong

    SIGMOD, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

12. A2P-Vis: an Analyzer-to-Presenter Agentic Pipeline for Visual Insights Generation and Reporting

    Shuyu Gan, Renxiang Wang, James Mooney, Dongyeop Kang

    arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Professional Work

13. CoDA: Agentic Systems for Collaborative Data Visualization

    Zichen Chen, Jiefeng Chen, Sercan Ö. Arık, Misha Sra, Tomas Pfister, Jinsung Yoon

    arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Professional Work

14. PAME-AI: Patient Messaging Creation and Optimization using Agentic AI

    Junjie Luo, Yihong Guo, Anqi Liu, Ritu Agarwal, Gordon Gao

    arXiv, 2025. Preprint · System · 📦 Textual Artifacts · 🎯 Professional Work

15. Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way

    Chenglong Wang, Bongshin Lee, Steven M. Drucker, Dan Marshall, Jianfeng Gao

    CHI, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

16. Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs

    Huichen Will Wang, Larry Birnbaum, Vidya Setlur

    CHI, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

17. AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation

    Hyuk Namgoong, Jeesu Jung, Hyeonseok Kang, Yohan Lee, Sangkeun Jung

    EMNLP, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

18. DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation

    Ziming You, Yumiao Zhang, Dexuan Xu, Yiwei Lou, Yandong Yan, Wei Wang, Huamin Zhang, Yu Huang

    EMNLP, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

19. DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models

    Liwenhan Xie, Yanna Lin, Can Liu, Huamin Qu, Xinhuan Shu

    IEEE TVCG, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

20. CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models

    Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo

    NAACL, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

21. SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models

    Yibin Chen, Yifu Yuan, Zeyu Zhang, Yan Zheng, Jinyi Liu, Fei Ni, Jianye Hao, Hangyu Mao, Fuzheng Zhang

    The Web Conference, 2025. Published · Code · System · 📦 Textual Artifacts · 🎯 Professional Work

22. MapStory: Prototyping Editable Map Animations with LLM Agents

    Aditya Gunturu, Ben Pearman, Keiichi Ihara, Morteza Faraji, Bryan Wang, Rubaiat Habib Kazi, Ryo Suzuki

    UIST, 2025. Published · System · 📦 Video Artifacts · 🎯 Professional Work

23. MapCoder: Multi-Agent Code Generation for Competitive Problem Solving

    Md. Ashraful Islam, Mohammed Eunus Ali, Md. Rizwan Parvez

    ACL, 2024. Published · System · 📦 Behavioral Artifacts · 🎯 Professional Work

24. LightVA: Lightweight Visual Analytics With LLM Agent-Based Task Planning and Execution

    Yuheng Zhao, Junjie Wang, Linbin Xiang, Xiaowen Zhang, Zifei Guo, Cagatay Turkay, Yu Zhang, Siming Chen

    IEEE TVCG, 2024. Published · System · 📦 2D Visual Artifacts · 🎯 Professional Work

25. Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models

    Shao, Yijia, Jiang, Yucheng, Kanell, Theodore A., Xu, Peter, Khattab, Omar, Lam, Monica S.

    NAACL, 2024. Published · System · 📦 Textual Artifacts · 🎯 Professional Work

26. AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning

    Minghao Chen, Yihang Li, Yanting Yang, Shiyu Yu, Binbin Lin, Xiaofei He

    NeurIPS, 2024. Published · Code · System · 📦 Textual Artifacts · 🎯 Professional Work

Scientific Research

1. Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision

   Bingsen Chen, Boyan Li, Ping Nie, Yuyu Zhang, Xi Ye, Chen Zhao

   ACL, 2026. Published · Code · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

2. PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation

   Jiho Choi, Seojeong Park, Seongjong Song, Hyunjung Shim

   ACL, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

3. SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing

   Tong Zhang, Honglin Lin, Zhou Liu, Chong Chen, Wentao Zhang

   ACL, 2026. Published · Benchmark · 📦 2D Visual Artifacts · 🎯 Scientific Research

4. A Multi-Agent Human-LLM Collaborative Framework for Closed-Loop Scientific Discovery

   Maxwell J. Jacobson, Daniel Xie, Jackson Shen, Adil Wazeer et al.

   arXiv, 2026. Preprint · System · 🎯 Scientific Research

5. AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

   Yaxin Luo, Haobin Jiang, Jialv Zou, Xu Huang, Wenhao Yan, Haodong Li, Zhengrong Yue, Jing Li, Xiaofu Chen, Xiaohan Zhao, Jiacheng Liu, Jiacheng Cui, Zhiqiang Shen, Xiaotong Li

   arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

6. Autonomous Laboratory Agent via Customized Domain-Specific Language Model and Modular AI Interface

   Zhuo Diao, Kouma Matsumoto, Linfeng Hou, Hayato Yamashita, Masayuki Abe

   arXiv, 2026. Preprint · System · 🎯 Scientific Research

7. ChemCRAFT: Agentic Reinforcement Learning for Chemical Language Models for Molecular Design and Synthesis

   Hao Li, He Cao, Shenyao Peng, et al.

   arXiv, 2026. Preprint · Code · System · 🎯 Scientific Research

8. Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs

   Haozhe Zhao, Shuzheng Si, Zhenhailong Wang, Zheng Wang, Liang Chen, Xiaotong Li, Zhixiang Liang, Maosong Sun, Minjia Zhang

   arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

9. DIAGPaper: Diagnosing Valid and Specific Weaknesses in Scientific Papers via Multi-Agent Reasoning

   Zhuoyang Zou, Abolfazl Ansari, Delvin Ce Zhang, Dongwon Lee, Wenpeng Yin

   arXiv, 2026. Preprint · System · 📦 Textual Artifacts · 🎯 Scientific Research

10. DRACO: A Cross-Domain Benchmark for Deep Research Accuracy, Completeness, and Objectivity

    Joey Zhong, Hao Zhang, Clare Southern, Jeremy Yang, Thomas Wang, Kate Jung, Shu Zhang, Denis Yarats, Johnny Ho, Jerry Ma

    arXiv, 2026. Preprint · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

11. LogicEnvGen: Task-Logic Driven Generation of Diverse Simulated Environments for Embodied AI

    Jianan Wang, Siyang Zhang, Bin Li, Juan Chen, Jingtao Qi, Zhuo Zhang, Chen Qian

    arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

12. Narrative-Driven Paper-to-Slide Generation via ArcDeck

    Tarik Can Ozden, Sachidanand VS, Furkan Horoz, Ozgur Kara, Junho Kim, James Matthew Rehg

    arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

13. PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

    Haojie Hu, Chenhao Dang, Yaojia Liu, Hengrui Kang, Conghui He, Weijia Li

    arXiv, 2026. Preprint · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

14. ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

    Lingao Xiao, Yalun Dai, Yangyu Huang, Qihao Zhao, Wenshan Wu, Hugo He, Ruishuo Chen, Jin Jiang, Qianli Ma, Jiahuan Zhang, Xin Zhang, Ying Xin, Yang Ou, Yan Xia, Scarlett Li, Longbo Huang, Zhipeng Zhang, Yang He, Yap Kim Hui, Yan Lu

    arXiv, 2026. Preprint · System · 🎯 Scientific Research

15. SciFig: Towards Automating Editable Figure Generation for Scientific Papers

    Siyuan Huang, Yifan Zhou, Yutong Gao, Zi Yin, Juyang Bai, Xinxin Liu, Rama Chellappa, Chun Pong Lau, Cheng Peng, Sayan Nag, Shraman Pramanick

    arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

16. AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations

    Minjun Zhu, Zhen Lin, Yixuan Weng, Panzhong Lu, et al.

    ICLR, 2026. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

17. P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark

    Tao Sun, Enhao Pan, Zhengkai Yang, Kaixin Sui, Jiajun Shi, Xianfu Cheng, Tongliang Li, Wenhao Huang, Ge Zhang, Jian Yang, Zhoujun Li

    ICLR, 2026. Published · Code · Benchmark · 📦 2D Visual Artifacts · 🎯 Scientific Research

18. Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations

    Chengzhi Liu, Yuzhe YANG, Kaiwen Zhou, Zhen Zhang, Yue Fan, Yanan Xie, Peng Qi, Xin Wang

    ICLR, 2026. Published · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

19. Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning

    Zhaoyang Wang, Canwen Xu, Boyi Liu, Yite Wang, Siwei Han, Zhewei Yao, Huaxiu Yao, Yuxiong He

    ICML, 2026. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

20. MARS: Modular Agent with Reflective Search for Automated AI Research

    Jiefeng Chen, Bhavana Dalvi Mishra, Jaehyun Nam, Rui Meng, Tomas Pfister, Jinsung Yoon

    ICML, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

21. PaperBanana: Automating Academic Illustration for AI Scientists

    Dawei Zhu, Rui Meng, Yale Song, Xiyu Wei, Sujian Li, Tomas Pfister, Jinsung Yoon

    ICML, 2026. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

22. VideoAgent: Personalized Synthesis of Scientific Videos

    Xiao Liang, Bangxin Li, Zixuan Chen, Hanyue Zheng, Zhi Ma, Di Wang, Cong Tian, Quan Wang

    ICMR, 2026. Published · System · 📦 Video Artifacts · 🎯 Scientific Research

23. DECKBench: Benchmarking Multi-Agent Frameworks for Academic Slide Generation and Editing

    Daesik Jang, Morgan Lindsay Heisler, Linzi Xing, Yifei Li, Edward Wang, Ying Xiong, Yong Zhang, Zhenan Fan

    KDD, 2026. Published · Benchmark · 📦 2D Visual Artifacts · 🎯 Scientific Research

24. A multi-agent system for automating scientific discovery

    Ali E. Ghareeb, Benjamin Chang, Ludovico Mitchener, Angela Yiu, Caralyn J. Szostkiewicz, Dmytro Shved, Gavin J. Gyimesi, Jon M. Laurent, Samantha M. Wright, Muhammed T. Razzak, Andrew D. White, Silvia C. Finnemann, Michaela M. Hinks, Samuel G. Rodriques

    Nature, 2026. Published · Code · System · 🎯 Scientific Research

25. Towards end-to-end automation of AI research

    Chris Lu, Cong Lu, Robert Tjarko Lange, Yutaro Yamada, Shengran Hu, Jakob Foerster, David Ha, Jeff Clune

    Nature, 2026. Published · Code · System · 📦 Textual Artifacts · 🎯 Scientific Research

26. SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation

    Weihang Su, Anzhe Xie, Qingyao Ai, Jianming Long, Xuanyi Chen, Jiaxin Mao, Ziyi Ye, Yiqun Liu

    SIGIR, 2026. Published · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

27. PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

    Junyi Hou, Andre Lin Huikai, Nuo Chen, Yiwei Gong, Bingsheng He

    The Web Conference Companion, 2026. Published · Code · System · 📦 Textual Artifacts · 🎯 Scientific Research

28. Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers

    Zhijian Xu, Yilun Zhao, Manasi Patwardhan, Lovekesh Vig, Arman Cohan

    ACL, 2025. Published · Code · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

29. Gen4Track: A Tuning-free Data Augmentation Framework via Self-correcting Diffusion Model for Vision-Language Tracking

    Jiawei Ge, Xinyu Zhang, Jiuxin Cao, Xuelin Zhu, Weijia Liu, Qingqing Gao, Biwei Cao, Kun Wang, Chang Liu, Bo Liu, Chen Feng, Ioannis Patras

    ACM MM, 2025. Published · System · 📦 Video Artifacts · 🎯 Scientific Research

30. From Pixels to Paths: A Multi-Agent Framework for Editable Scientific Illustration

    Jianwen Sun, Fanrui Zhang, Yukang Feng, Chuanhao Li, Zizhen Li, Jiaxin Ai, Yifan Chang, Yu Dai, Kaipeng Zhang

    arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

31. Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

    Jiacheng Miao, Joe R. Davis, Yaohui Zhang, Jonathan K. Pritchard, James Zou

    arXiv, 2025. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

32. Paper2Video: Automatic Video Generation from Scientific Papers

    Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou

    arXiv, 2025. Preprint · Code · System · 📦 Video Artifacts · 🎯 Scientific Research

33. SlideGen: Collaborative Multimodal Agents for Scientific Slide Generation

    Xin Liang, Xiang Zhang, Yiwei Xu, Siqi Sun, Chenyu You

    arXiv, 2025. Preprint · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

34. Queryome: Orchestrating Retrieval, Reasoning, and Synthesis across Biomedical Literature

    Pranav Punuru, Nabil Ibtehaz, Swagarika Jaharlal Giri, Harsha Srirangam, Emilia A Tugolukova, Daisuke Kihara

    bioRxiv, 2025. Preprint · System · 📦 Textual Artifacts · 🎯 Scientific Research

35. IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback

    Kevin Pu, K. J. Kevin Feng, Tovi Grossman, Tom Hope, Bhavana Dalvi Mishra, Matt Latzke, Jonathan Bragg, Joseph Chee Chang, Pao Siangliulue

    CHI, 2025. Published · System · 📦 Textual Artifacts · 🎯 Scientific Research

36. ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

    Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun

    ICLR, 2025. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Scientific Research

37. AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML

    Patara Trirat, Wonyong Jeong, Sung Ju Hwang

    ICML, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

38. PaperBench: Evaluating AI’s Ability to Replicate AI Research

    Giulio Starace, Oliver Jaffe, Dane Sherburn, James Aung, Jun Shern Chan, Leon Maksin, Rachel Dias, Evan Mays, Benjamin Kinsella, Wyatt Thompson, Johannes Heidecke, Amelia Glaese, Tejal Patwardhan

    ICML, 2025. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Scientific Research

39. ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

    Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang

    NAACL, 2025. Published · System · 📦 Textual Artifacts · 🎯 Scientific Research

40. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research

    Hui Chen, Miao Xiong, Yujie Lu, Wei Han, Ailin Deng, Yufei He, Jiaying Wu, Yibo Li, Yue Liu, Bryan Hooi

    NeurIPS, 2025. Published · Code · Benchmark · 📦 Textual Artifacts · 🎯 Scientific Research

41. Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

    Wei Pang, Kevin Qinghong Lin, Xiangru Jian, Xi He, Philip Torr

    NeurIPS, 2025. Published · Code · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

42. PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback

    Kanika Goswami, Puneet Mathur, Ryan Rossi, Franck Dernoncourt

    The Web Conference Companion, 2025. Published · System · 📦 2D Visual Artifacts · 🎯 Scientific Research

43. DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration

    Sizhe Liu, Yizhou Lu, Siyu Chen, Xiyang Hu, Jieyu Zhao, Yingzhou Lu, Yue Zhao

    arXiv, 2024. Preprint · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

44. MARG: Multi-Agent Review Generation for Scientific Papers

    Mike D'Arcy, Tom Hope, Larry Birnbaum, Doug Downey

    arXiv, 2024. Preprint · System · 📦 Textual Artifacts · 🎯 Scientific Research

45. DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

    Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang

    ICML, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Scientific Research

46. MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

    Qian Huang, Jian Vora, Percy Liang, Jure Leskovec

    ICML, 2024. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Scientific Research

Engineering Design

1. InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training

   Ziyun Zhang, Zezhou Wang, Xiaoyi Zhang, Zongyu Guo, Jiahao Li, Bin Li, Yan Lu

   ACL, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

2. Agentic Designer: Progressive Multi-Agent Collaboration for Structure-Aware Interior Layout Generation

   Zhijing Yang, Haocheng Lin, Zhihua Xu, Haojie Li, Keze Wang, Liang Lin, Tianshui Chen

   arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

3. Agentic Real2Sim: Physics-based World Modeling with Vision-Language Agents

   Guanxiong Chen, Qianjun Xia, Jiawei Peng, Heng Zhang, Bole Ma, Justin Qian, Ziyi Jiao, Bingyang Zhou, Luoxin Ye, Kaifeng Zhang, Kunyi Wang, Weijia Zeng, Yunuo Chen, Pengzhi Yang, Ziqiu Zeng, Huamin Wang, Chao Liu, Alan Yuille, Fan Shi, Changxi Zheng, Yunzhu Li, Chenfanfu Jiang, Peter Yichen Chen

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

4. ArtisanCAD: An Industrial-Level CAD Agent with Expert-Grounded Knowledge Distillation

   Yunhan Xu, Qifeng Wu, Xunjin Li, Yuanwei Bin, Qingsong Yao, Jianghang Gu, Guan Wang, Weihao Lv, Huiyu Yang, Wenfa Luo, Jiao Xiang, Yuntian Chen, Shiyi Chen

   arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

5. CADIR: A Cross-Backend Editable Intermediate Representation for Agentic CAD Generation

   Yu Liu, Jingzhe Ni, Yiming Chen, Junqi Huang, Ruofeng Tong, Min Tang, Peng Du

   arXiv, 2026. Preprint · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

6. Coding Agent Is Good As World Simulator

   Hongyu Wang, Jingquan Wang, Bocheng Zou, Radu Serban, Dan Negrut

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

7. PCBSchemaGen: Reward-Guided LLM Code Synthesis for Printed Circuit Boards (PCB) Schematic Design with Structured Verification

   Huanghaohe Zou, Peng Han, Emad Nazerian, Mafu Zhang, Zhicheng Guo, Alex Q. Huang

   arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Engineering Design

8. Perceptual Self-Reflection in Agentic Physics Simulation Code Generation

   Prashant Shende, Bradley Camburn

   arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

9. SAGE: Scalable Agentic 3D Scene Generation for Embodied AI

   Hongchi Xia, Xuan Li, Zhaoshuo Li, Qianli Ma, Jiashu Xu, Ming-Yu Liu, Yin Cui, Tsung-Yi Lin, Wei-Chiu Ma, Shenlong Wang, Shuran Song, Fangyin Wei

   arXiv, 2026. Preprint · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

10. SAGE: Structured Agentic Graph Editing for Software Diagrams

    Tyler Sivertsen, Neal Singh, James C. Davis

    arXiv, 2026. Preprint · System · 📦 2D Visual Artifacts · 🎯 Engineering Design

11. Sketch2Simulation: Automating Flowsheet Generation via Multi Agent Large Language Models

    Abdullah Bahamdan, Emma Pajak, John D. Hedengren, Antonio del Rio Chanona

    arXiv, 2026. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

12. TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design

    Juan Du, Yueteng Wu, Pan Zhao, Yuze Liu, Min Zhang, Xiaobin Xu, Xinglong Zhang

    arXiv, 2026. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

13. AgenticTCAD: A LLM-based Multi-Agent Framework for Automated TCAD Code Generation and Device Optimization

    Guangxi Fan, Tianliang Ma, Xuguang Sun, Xun Wang, Kain Lu Low, Leilai Shao

    DATE, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

14. PhyScensis: Physics-Augmented LLM Agents for Complex Physical Scene Arrangement

    Yian Wang, Han Yang, Minghao Guo, Xiaowen Qiu, Johnson (Tsun-Hsuan) Wang, Wojciech Matusik, Joshua B Tenenbaum, Chuang Gan

    ICLR, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

15. ReVeal: Self-Evolving Code Agents via Reliable Self-Verification

    Yiyang Jin, Kunzhao Xu, Hang Li, Xueting Han, Yanmin Zhou, Cheng Li, Jing Bai

    ICLR, 2026. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

16. Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek

    Xueyang Li, Jiahao Li, Yu Song, Yunzhong Lou, Xiangdong Zhou

    ICLR, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

17. AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines

    Yifan Wu, Yiran Peng, Yiyu Chen, Jianhao Ruan, Zijie Zhuang, Cheng Yang, Jiayi Zhang, Man Chen, Yenchi Tseng, Zhaoyang Yu, Liang Chen, Yuyao Zhai, Bang Liu, Chenglin Wu, Yuyu Luo

    ICML, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

18. Code2Worlds: Empowering Coding LLMs for 4D World Generation

    Yi Zhang, Yunshuang Wang, Zeyu Zhang, Hao Tang

    ICML, 2026. Published · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

19. Debate2Create: Robot Co-design via Multi-Agent LLM Debate

    Kevin Qiu, Marek Cygan

    ICML, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

20. FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation

    Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li

    ICML, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

21. SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes

    Nicholas Pfaff, Thomas Cohn, Sergey Zakharov, Rick Cory, Russ Tedrake

    ICML, 2026. Published · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

22. SPADA: A Verifiable Test-Driven Agent for Controllable Parametric CAD Assembly Generation

    Keyou Zheng, Xuyang Su, Jiewu Leng

    ICML, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

23. UI2Code^N: UI-to-Code Generation as Interactive Visual Optimization

    ZHEN YANG, Wenyi Hong, Mingde Xu, Xinyue Fan, Weihan Wang, Jiale Cheng, Xiaotao Gu, Jie Tang

    ICML, 2026. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

24. Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Fine-grained Feedback

    Jingyu Xiao, Jiantong Qin, Shuoqi Li, Man Ho Lam, Yuxuan Wan, Jen-tse Huang, Yintong Huo, Michael R. Lyu

    KDD, 2026. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

25. MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

    Deguo Xia, Zihan Li, Haochen Zhao, Dong Xie, Yuyao Kong, Xiyan Liu, Jizhou Huang, Mengmeng Yang, Diange Yang

    KDD, 2026. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

26. Beyond Maintenance: A Benchmark and Multi-Agent Framework for Repository-Usage Code Generation

    Kaitao Lin, Songwen Gong, Adam Jatowt, Jiexin Wang, Yi Cai

    SIGIR, 2026. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

27. SceneGenAgent: Precise Industrial Scene Generation with Coding Agent

    Xiao Xia, Dan Zhang, Zibo Liao, Zhenyu Hou, Tianrui Sun, Jing Li, Ling Fu, Yuxiao Dong

    ACL, 2025. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

28. Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback

    Mengkang Hu, Bowei Xia, Yuran Wu, Ailing Yu, Yude Zou, Qiguang Chen, Shijian Wang, Jiarui Jin, Kexin Li, Wenxiang Jiao, Yuan Lu, Ping Luo

    arXiv, 2025. Preprint · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

29. Agentic 3D Scene Generation with Spatially Contextualized VLMs

    Xinhang Liu, Yu-Wing Tai, Chi-Keung Tang

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

30. CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent

    Fengxiao Fan, Jingzhe Ni, Xiaolong Yin, Sirui Wang, Xingyu Lu, Qiang Zou, Ruofeng Tong, Min Tang, Peng Du

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

31. Generative AI for CAD Automation: Leveraging Large Language Models for 3D Modelling

    Sumit Kumar, Sarthak Kapoor, Harsh Vardhan, Yao Zhao

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

32. RAISECity: A Multimodal Agent Framework for Reality-Aligned 3D World Generation at City-Scale

    Shengyuan Wang, Zhiheng Zheng, Yu Shang, Lixuan He, Yangcheng Yu, Fan Hangyu, Jie Feng, Qingmin Liao, Yong Li

    arXiv, 2025. Preprint · Code · System · 📦 Spatial Artifacts · 🎯 Engineering Design

33. Sketch2BIM: A Multi-Agent Human-AI Collaborative Pipeline to Convert Hand-Drawn Floor Plans to 3D BIM

    Abir Khan Ratul, Sanjay Acharjee, Somin Park, Md Nazmus Sakib

    arXiv, 2025. Preprint · System · 📦 Spatial Artifacts · 🎯 Engineering Design

34. SOCIA-∇: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation

    Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, Flora D. Salim

    arXiv, 2025. Preprint · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

35. AFlow: Automating Agentic Workflow Generation

    Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu, Fengwei Teng, XiongHui Chen, Jiaqi Chen, Mingchen Zhuge, Xin Cheng, Sirui Hong, Jinlin Wang, Bingnan Zheng, Bang Liu, Yuyu Luo, Chenglin Wu

    ICLR, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

36. Automated Design of Agentic Systems

    Shengran Hu, Cong Lu, Jeff Clune

    ICLR, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

37. Self-Evolving Multi-Agent Collaboration Networks for Software Development

    Yue Hu, Yuzhu Cai, Yaxin Du, Xinyu Zhu, Xiangrui Liu, Zijie Yu, Yuchen Hou, Shuo Tang, Siheng Chen

    ICLR, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

38. SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement

    Antonis Antoniades, Albert Örwall, Kexun Zhang, Yuxi Xie, Anirudh Goyal, William Wang

    ICLR, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

39. PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification

    Hongwei Li, Yuheng Tang, Shiqi Wang, Wenbo Guo

    ICML, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

40. Lessons Learned: A Multi-Agent Framework for Code LLMs to Learn and Improve

    Yuanzhe Liu, Ryan Deng, Tim Kaler, Xuhao Chen, Charles Leiserson, Yao Ma, Jie Chen

    NeurIPS, 2025. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

41. RF-Agent: Automated Reward Function Design via Language Agent Tree Search

    Ning Gao, Xiuhui Zhang, Xingyu Jiang, Mukang You, Mohan Zhang, Yue Deng

    NeurIPS, 2025. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

42. SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent

    Yandan Yang, Baoxiong Jia, Shujie Zhang, Siyuan Huang

    NeurIPS, 2025. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

43. WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs

    Yi Gui, Zhen Li, Yao Wan, Yemin Shi, Hongyu Zhang, Bohua Chen, Yi Su, Dongping Chen, Siyuan Wu, Xing Zhou, Wenbin Jiang, Hai Jin, Xiangliang Zhang

    The Web Conference, 2025. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Engineering Design

44. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback

    Minghe Gao, Juncheng Li, Hao Fei, Liang Pang, Wei Ji, Guoming Wang, Zheqi Lv, Wenqiao Zhang, Siliang Tang, Yueting Zhuang

    ACM MM, 2024. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

45. CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules

    Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty

    ICLR, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

46. L2MAC: Large Language Model Automatic Computer for Extensive Code Generation

    Samuel Holt, Max Ruiz Luyten, Mihaela van der Schaar

    ICLR, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

47. SWE-bench: Can Language Models Resolve Real-world Github Issues?

    Carlos E Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, Karthik Narasimhan

    ICLR, 2024. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Engineering Design

48. INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness

    Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo

    NeurIPS, 2024. Published · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

49. SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

    John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press

    NeurIPS, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

50. WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment

    Hao Tang, Darren Key, Kevin Ellis

    NeurIPS, 2024. Published · Code · System · 📦 Behavioral Artifacts · 🎯 Engineering Design

51. Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning

    He Zhang, Ying Sun, Weiyu Guo, Yafei Liu, Haonan Lu, Xiaodong Lin, Hui Xiong

    ACM MM, 2023. Published · System · 📦 Spatial Artifacts · 🎯 Engineering Design

52. InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback

    John Yang, Akshara Prabhakar, Karthik Narasimhan, Shunyu Yao

    NeurIPS, 2023. Published · Code · Benchmark · 📦 Behavioral Artifacts · 🎯 Engineering Design

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License

Except where otherwise noted, the original catalog, taxonomy, documentation, and visualizations in this repository are licensed under the CC BY 4.0 license. Paper titles, abstracts, author names, publication metadata, and linked resources remain the property of their respective rights holders; inclusion in this catalog does not relicense third-party works.