A curated list of awesome Neural Computer-Aided Design (CAD) papers.
See the codeREADME
Awesome Neural CAD 
🎯 The first awesome list featuring visual paper previews - see research at a glance.
📚 We have also included a selection of papers that, while not strictly falling within the CAD domain, demonstrate relevant techniques and methodologies that could benefit CAD research and applications.
🏠 You can also check our Project Homepage.
🔥🔥🔥 Also check out our awesome list about 3D generation.
📚 Topics
Generation • Reconstruction • Abstraction • Analysis • Others • Dataset
Generation
| Preview | Title | Publication | Links |
|---|---|---|---|
 | Autoregressive B-Rep Shape Generation with Parametric Surfaces | SIGGRAPH 2026 | Paper Code |
 | BrepForge: Factorized B-rep Synthesis via Wireframe Composition and Boundary-Conditioned Surface Instantiation | SIGGRAPH 2026 | Paper |
 | Towards High-Fidelity CAD Generation via LLM-Driven Program Generation and Text-Based B-Rep Primitive Grounding | ICML 2026 | Paper Code |
 | CME-CAD: Heterogeneous Collaborative Multi-Expert Reinforcement Learning for CAD Code Generation | CVPR 2026 | Paper |
 | STEP-LLM: Generating CAD STEP Models from Natural Language with Large Language Models | arXiv 2026 | Paper Code |
 | CADEvolve: Creating Realistic CAD via Program Evolution | arXiv 2026 | Paper Code |
 | Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation | arXiv 2026 | Paper |
 | CADmium: Fine-Tuning Code Language Models for Text-Driven Sequential CAD Design | TMLR 2026 | Paper |
 | ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models | arXiv 2025 | Paper |
 | BrepGPT: Autoregressive B-rep Generation with Voronoi Half-Patch | SIGGRAPH Asia 2025 | Paper Code |
 | AutoBrep: Autoregressive B-Rep Generation with Unified Topology and Geometry | SIGGRAPH Asia 2025 | Paper Code |
 | GeoCAD: Local Geometry-Controllable CAD Generation | NeurIPS 2025 | Paper Code |
 | CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward | arXiv 2025 | Paper |
 | Stitch-A-Shape: Bottom-up Learning for B-Rep Generation | SIGGRAPH 2025 | Paper |
 | BrepDiff: Single-stage B-rep Diffusion Model | SIGGRAPH 2025 | Paper Project |
 | HoLa: B-Rep Generation using a Holistic Latent Representation | SIGGRAPH 2025 | Paper Project |
 | CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation | SIGGRAPH 2025 | Paper Code |
 | DTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry | CVPR 2025 | Paper Code Project |
 | CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images | CVPR 2025 | Paper |
 | CADDreamer: CAD object Generation from Single-view Images | CVPR 2025 | Paper Project |
 | CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs | arXiv 2025 | Paper Project |
 | Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models | arXiv 2025 | Paper |
 | Revisiting CAD Model Generation by Learning Raster Sketch | AAAI 2025 | Paper Dataset |
 | FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models | ICLR 2025 | Paper Code |
 | Generating CAD Code with Vision-Language Models for 3D Designs | ICLR 2025 | Paper Code |
 | Don’t Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM | arXiv 2024 | Paper |
 | CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM | arXiv 2024 | Paper Project |
 | Text2CAD: Text to 3D CAD Generation via Technical Drawings | NeurIPS 2024 | Paper Code Project |
 | CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches | ECCV 2024 | Paper |
 | BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry | SIGGRAPH 2024 | Paper Code |
 | Learn to Create Simple LEGO Micro Buildings | SIGGRAPH Asia 2024 | Paper Code |
 | Generating 3D House Wireframes with Semantics | ECCV 2024 | Paper Project |
 | SolidGen: An Autoregressive Model for Direct B-rep Synthesis | ICLR 2024 | Paper |
 | Brep2Seq: A Dataset and Hierarchical Deep Learning Network for Reconstruction and Generation of Computer-Aided Design Models | JCDE 2024 | Paper Code |
 | VQ-CAD: Computer-Aided Design model generation with vector quantized diffusion | CAGD 2024 | Paper |
 | PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision | CVPR 2023 | Paper Code Project |
 | SketchGen: Generating Constrained CAD Sketches | ICCV 2023 | Paper Code |
 | Hierarchical Neural Coding for Controllable CAD Model Generation | ICML 2023 | Paper Code Project |
 | SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks | ICML 2022 | Paper Code Project |
 | Discovering Design Concepts for CAD Sketches | NeurIPS 2022 | Paper Code |
 | CAD2Sketch: Generating Concept Sketches from CAD Sequences | SIGGRAPH Asia 2022 | Paper Code Project |
 | Free2CAD: Parsing Freehand Drawings into CAD Commands | SIGGRAPH 2022 | Code Project |
 | DeepCAD: A Deep Generative Network for Computer-Aided Design Models | ICCV 2021 | Paper Code Project |
 | Engineering Sketch Generation for Computer-Aided Design | CVPR 2021 workshop | Paper |
 | Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses | CVPR 2021 | Paper Code |
 | Computer-aided design as language | NeurIPS 2021 | Paper |
 | DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation | NeurIPS 2020 | Paper Code Project |
 | SDM-NET: Deep Generative Network for Structured Deformable Mesh | TOG 2019 | Paper Code |
 | StructureNet: Hierarchical Graph Networks for 3D Shape Generation | Siggraph Asia 2019 | Paper Code Project |
 | AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation | CVPR 2018 | Paper Code Project |
Reconstruction
| Preview | Title | Publication | Links |
|---|---|---|---|
 | Parametric Point Cloud Completion for Polygonal Surface Reconstruction | CVPR 2025 | Paper Project |
 | From 2D CAD Drawings to 3D Parametric Models: A Vision-Language Approach | AAAI 2025 | Paper Project |
 | BGPSeg: Boundary-Guided Primitive Instance Segmentation of Point Clouds | TIP 2025 | Paper |
 | CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers | ICCV 2025 | Paper |
 | PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision | WACV 2025 | Paper |
 | CAD-Recode: Reverse Engineering CAD Code from Point Clouds | ICCV 2025 | Paper Code |
 | DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference | BMVC 2024 | Paper |
 | Img2CAD: Conditioned 3D CAD Model Generation from Single Image with Structured Visual Geometry | arXiv 2024 | Paper |
 | PS-CAD: Local Geometry Guidance via Prompting and Selection for CAD Reconstruction | arXiv 2024 | Paper |
 | Img2CAD: Reverse Engineering 3D CAD Models from Images through VLM-Assisted Conditional Factorization | arXiv 2024 | Paper Project |
 | Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion | CVPR 2024 | Paper |
 | CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention | CVPR 2024 | Paper |
 | Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds | CVPR 2024 | Paper Code Project |
 | SfmCAD: Unsupervised CAD Reconstruction by Learning Sketch-based Feature Modeling Operations | CVPR 2024 | Paper |
 | DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly | ECCV 2024 | Paper |
 | Differentiable Convex Polyhedra Optimization from Multi-view Images | ECCV 2024 | Paper Code |
 | PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds | ISPRS 2024 | Paper Code |
 | Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi Partitioning | SIGGRAPH 2024 | Paper Code |
 | D2CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts | Neurips 2024 | Paper Code |
 | SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations | CVPR 2023 | Paper Code |
 | PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape Programs | ICCV 2023 | Paper Code Project |
 | Surface and Edge Detection for Primitive Fitting of Point Clouds | SIGGRAPH 2023 | Code |
 | BPNet: Bézier Primitive Segmentation on 3D Point Clouds | IJCAI 2023 | Paper Code |
 | Vitruvion: A Generative Model of Parametric CAD Sketches | ICLR 2022 | Paper Code |
 | Reconstructing compact building models from point clouds using deep implicit fields | ISPRS 2022 | Paper Code |
 | CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations | 3DV 2022 | Paper |
 | Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders | CVPR 2022 | Paper Code Project |
 | ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing | ECCV 2022 | Paper Code Project |
 | Unsupervised Learning of Shape Programs with Repeatable Implicit Parts | NeurIPS 2022 | Paper Project |
 | Reconstructing editable prismatic CAD from rounded voxel models | SIGGRAPH Asia 2022 | Paper |
 | ComplexGen: CAD Reconstruction by B-Rep Chain Complex Generation | SIGGRAPH 2022 | Paper Code Project |
 | CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly | CVPR 2022 | Paper Code Project |
 | LC2WF:Learning to Construct 3D Building Wireframes from 3D Line Clouds | BMVC 2022 | Paper Code |
 | HPNet: Deep Primitive Segmentation Using Hybrid Representations | ICCV 2021 | Paper Code |
 | CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds | ICCV 2021 | Paper Code |
 | CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing | ICCV 2021 | Paper Code Project |
 | PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds | ICLR 2021 | Paper Code |
 | Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis | SIGGRAPH Asia 2021 | Paper Code |
 | Sketch2CAD: Sequential CAD Modeling by Sketching in Context | SIGGRAPH Asia 2020 | Paper Code Project |
 | CvxNet: Learnable Convex Decomposition | CVPR 2020 | Paper Code Project |
 | BSP-Net: Generating Compact Meshes via Binary Space Partitioning | CVPR 2020 oral | Paper Code Project |
 | PIE-NET: Parametric Inference of Point Cloud Edges | Neurips 2020 | Paper Code |
 | UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree | Neurips 2020 | Paper Code Project |
 | ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds | ECCV 2020 | Paper Code Project |
 | Supervised Fitting of Geometric Primitives to 3D Point Clouds | CVPR 2019 oral | Paper Code |
 | CSGNet: Neural Shape Parser for Constructive Solid Geometry | CVPR 2018 | Paper Code |
Abstraction
| Preview | Title | Publication | Links |
|---|---|---|---|
 | HiT: Hierarchical Transformers for Unsupervised 3D Shape Abstraction | 3DV 2026 | Paper Project |
 | PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer | SIGGRAPH 2025 | Paper Code Project |
 | ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling | NeurIPS 2025 | Paper Project |
 | SuperDec: 3D Scene Decomposition with Superquadric Primitives | ICCV 2025 | Paper Code Project |
 | Light-SQ: Structure-aware Shape Abstraction with Superquadrics for Generated Meshes | SIGGRAPH Asia 2025 | Paper Code |
 | ShapeLib: Designing a library of procedural 3D shape abstractions with Large Language Models | arxiv 2025 | Paper |
 | Improving Unsupervised Visual Program Inference with Code Rewriting Families | ICCV 2023 (oral) | Paper Code Project |
 | SweepNet: Unsupervised Learning Shape Abstraction via Neural Sweepers | ECCV 2024 | Paper Code Project |
 | ShapeMOD: Macro Operation Discovery for 3D Shape Programs | SIGGRAPH 2021 | Paper Code Project |
 | Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image | CVPR 2020 | Paper Code |
 | ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis | SIGGRAPH Asia 2020 | Paper Code Project |
 | Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids | CVPR 2019 | Paper Code Project |
 | Im2Struct: Recovering 3D Shape Structure from a Single RGB Image | CVPR 2018 | Paper Code |
 | Learning Shape Abstractions by Assembling Volumetric Primitives | CVPR 2017 | Paper Code Project |
Analysis
| Preview | Title | Publication | Links |
|---|---|---|---|
 | DeFillet: Detection and Removal of Fillet Regions in Polygonal CAD Models | Siggraph 2025 | Paper Code Project |
 | QueryCAD: Grounded Question Answering for CAD Models | arxiv 2025 | Paper |
 | BrepMFR: Enhancing machining feature recognition in B-rep models through deep learning and domain adaptation | CAGD 2024 | Paper Code |
 | CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs | CVPR 2024 | Paper Code Project |
 | Robust Symmetry Detection via Riemannian Langevin Dynamics | SIGGRAPH Asia 2024 | Paper Code Project |
 | FuS-GCN: Efficient B-rep based graph convolutional networks for 3D-CAD model classification and retrieval | AEI 2023 | Paper |
 | GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings | CVPR 2022 | Paper Code |
 | UV-Net: Learning from Boundary Representations | CVPR 2021 | Paper Code |
 | BRepNet: A Topological Message Passing System for Solid Models | CVPR 2021 | Paper Code |
Others
| Preview | Title | Publication | Links |
|---|---|---|---|
 | B-repLer: Language-guided Editing of CAD Models | SIGGRAPH 2026 | Paper Code Project |
 | CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing | arXiv 2025 | Paper |
 | CAD-Estate: Large-scale CAD Model Annotation in RGB Videos | ICCV 2023 | Paper Code |
 | ROCA: Robust CAD Model Retrieval and Alignment from a Single Image | CVPR 2022 | Paper Code Project |
 | JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints | CVPR 2022 | Paper Code |
 | SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans | ECCV 2020 | Paper Code |
 | CAD-Deform: Deformable Fitting of CAD Models to 3D Scans | ECCV 2020 | Paper Code |
 | End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans | ICCV 2019 | Paper Project |
 | Joint Embedding of 3D Scan and CAD Objects | ICCV 2019 | Paper Project |
 | Scan2CAD: Learning CAD Model Alignment in RGB-D Scans | CVPR 2019 (Oral) | Paper Code Project |
Dataset
| Preview | Title | Publication | Links |
|---|---|---|---|
 | ArchCAD-400K: An Open Large-Scale Architectural CAD Dataset and New Baseline for Panoptic Symbol Spotting | NeurIPS 2025 | Paper Dataset |
 | VideoCAD: A Dataset and Model for Learning Long-Horizon 3D CAD UI Interactions from Video | NeurIPS 2025 | Paper Code Project |
 | HistCAD: Geometrically Constrained Parametric History-based CAD Dataset | arXiv 2026 | Paper |
 | Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences (Assembly Dataset) | CVPR 2022 | Paper Code Project |
 | Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences (Reconstruction Dataset) | SIGGRAPH 2021 | Paper Project |
 | Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences (Segmentation Dataset) | CVPR 2021 | Paper Project |
| DeepCAD: A Deep Generative Network for Computer-Aided Design Models | ICCV 2021 | Paper Code Project |
 | ABC: A Big CAD Model Dataset For Geometric Deep Learning | CVPR 2019 | Paper Project |
 | Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing | NeurIPS 2024 | Paper Code Project |
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A curated list of awesome Neural Computer-Aided Design (CAD) papers.
See the codeREADME
Awesome Neural CAD
🎯 The first awesome list featuring visual paper previews - see research at a glance.
📚 We have also included a selection of papers that, while not strictly falling within the CAD domain, demonstrate relevant techniques and methodologies that could benefit CAD research and applications.
🏠 You can also check our Project Homepage.
🔥🔥🔥 Also check out our awesome list about 3D generation.
📚 Topics
Generation • Reconstruction • Abstraction • Analysis • Others • Dataset
Generation
| Preview | Title | Publication | Links |
|---|---|---|---|
| Autoregressive B-Rep Shape Generation with Parametric Surfaces | SIGGRAPH 2026 | Paper Code |
| BrepForge: Factorized B-rep Synthesis via Wireframe Composition and Boundary-Conditioned Surface Instantiation | SIGGRAPH 2026 | Paper |
| Towards High-Fidelity CAD Generation via LLM-Driven Program Generation and Text-Based B-Rep Primitive Grounding | ICML 2026 | Paper Code |
| CME-CAD: Heterogeneous Collaborative Multi-Expert Reinforcement Learning for CAD Code Generation | CVPR 2026 | Paper |
| STEP-LLM: Generating CAD STEP Models from Natural Language with Large Language Models | arXiv 2026 | Paper Code |
| CADEvolve: Creating Realistic CAD via Program Evolution | arXiv 2026 | Paper Code |
| Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation | arXiv 2026 | Paper |
| CADmium: Fine-Tuning Code Language Models for Text-Driven Sequential CAD Design | TMLR 2026 | Paper |
| ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models | arXiv 2025 | Paper |
| BrepGPT: Autoregressive B-rep Generation with Voronoi Half-Patch | SIGGRAPH Asia 2025 | Paper Code |
| AutoBrep: Autoregressive B-Rep Generation with Unified Topology and Geometry | SIGGRAPH Asia 2025 | Paper Code |
| GeoCAD: Local Geometry-Controllable CAD Generation | NeurIPS 2025 | Paper Code |
| CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward | arXiv 2025 | Paper |
| Stitch-A-Shape: Bottom-up Learning for B-Rep Generation | SIGGRAPH 2025 | Paper |
| BrepDiff: Single-stage B-rep Diffusion Model | SIGGRAPH 2025 | Paper Project |
| HoLa: B-Rep Generation using a Holistic Latent Representation | SIGGRAPH 2025 | Paper Project |
| CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation | SIGGRAPH 2025 | Paper Code |
| DTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry | CVPR 2025 | Paper Code Project |
| CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images | CVPR 2025 | Paper |
| CADDreamer: CAD object Generation from Single-view Images | CVPR 2025 | Paper Project |
| CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs | arXiv 2025 | Paper Project |
| Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models | arXiv 2025 | Paper |
| Revisiting CAD Model Generation by Learning Raster Sketch | AAAI 2025 | Paper Dataset |
| FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models | ICLR 2025 | Paper Code |
| Generating CAD Code with Vision-Language Models for 3D Designs | ICLR 2025 | Paper Code |
| Don’t Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM | arXiv 2024 | Paper |
| CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM | arXiv 2024 | Paper Project |
| Text2CAD: Text to 3D CAD Generation via Technical Drawings | NeurIPS 2024 | Paper Code Project |
| CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches | ECCV 2024 | Paper |
| BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry | SIGGRAPH 2024 | Paper Code |
| Learn to Create Simple LEGO Micro Buildings | SIGGRAPH Asia 2024 | Paper Code |
| Generating 3D House Wireframes with Semantics | ECCV 2024 | Paper Project |
| SolidGen: An Autoregressive Model for Direct B-rep Synthesis | ICLR 2024 | Paper |
| Brep2Seq: A Dataset and Hierarchical Deep Learning Network for Reconstruction and Generation of Computer-Aided Design Models | JCDE 2024 | Paper Code |
| VQ-CAD: Computer-Aided Design model generation with vector quantized diffusion | CAGD 2024 | Paper |
| PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision | CVPR 2023 | Paper Code Project |
| SketchGen: Generating Constrained CAD Sketches | ICCV 2023 | Paper Code |
| Hierarchical Neural Coding for Controllable CAD Model Generation | ICML 2023 | Paper Code Project |
| SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks | ICML 2022 | Paper Code Project |
| Discovering Design Concepts for CAD Sketches | NeurIPS 2022 | Paper Code |
| CAD2Sketch: Generating Concept Sketches from CAD Sequences | SIGGRAPH Asia 2022 | Paper Code Project |
| Free2CAD: Parsing Freehand Drawings into CAD Commands | SIGGRAPH 2022 | Code Project |
| DeepCAD: A Deep Generative Network for Computer-Aided Design Models | ICCV 2021 | Paper Code Project |
| Engineering Sketch Generation for Computer-Aided Design | CVPR 2021 workshop | Paper |
| Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses | CVPR 2021 | Paper Code |
| Computer-aided design as language | NeurIPS 2021 | Paper |
| DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation | NeurIPS 2020 | Paper Code Project |
| SDM-NET: Deep Generative Network for Structured Deformable Mesh | TOG 2019 | Paper Code |
| StructureNet: Hierarchical Graph Networks for 3D Shape Generation | Siggraph Asia 2019 | Paper Code Project |
| AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation | CVPR 2018 | Paper Code Project |
Reconstruction
| Preview | Title | Publication | Links |
|---|---|---|---|
| Parametric Point Cloud Completion for Polygonal Surface Reconstruction | CVPR 2025 | Paper Project |
| From 2D CAD Drawings to 3D Parametric Models: A Vision-Language Approach | AAAI 2025 | Paper Project |
| BGPSeg: Boundary-Guided Primitive Instance Segmentation of Point Clouds | TIP 2025 | Paper |
| CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers | ICCV 2025 | Paper |
| PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision | WACV 2025 | Paper |
| CAD-Recode: Reverse Engineering CAD Code from Point Clouds | ICCV 2025 | Paper Code |
| DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference | BMVC 2024 | Paper |
| Img2CAD: Conditioned 3D CAD Model Generation from Single Image with Structured Visual Geometry | arXiv 2024 | Paper |
| PS-CAD: Local Geometry Guidance via Prompting and Selection for CAD Reconstruction | arXiv 2024 | Paper |
| Img2CAD: Reverse Engineering 3D CAD Models from Images through VLM-Assisted Conditional Factorization | arXiv 2024 | Paper Project |
| Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion | CVPR 2024 | Paper |
| CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention | CVPR 2024 | Paper |
| Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds | CVPR 2024 | Paper Code Project |
| SfmCAD: Unsupervised CAD Reconstruction by Learning Sketch-based Feature Modeling Operations | CVPR 2024 | Paper |
| DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly | ECCV 2024 | Paper |
| Differentiable Convex Polyhedra Optimization from Multi-view Images | ECCV 2024 | Paper Code |
| PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds | ISPRS 2024 | Paper Code |
| Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi Partitioning | SIGGRAPH 2024 | Paper Code |
| D2CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts | Neurips 2024 | Paper Code |
| SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations | CVPR 2023 | Paper Code |
| PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape Programs | ICCV 2023 | Paper Code Project |
| Surface and Edge Detection for Primitive Fitting of Point Clouds | SIGGRAPH 2023 | Code |
| BPNet: Bézier Primitive Segmentation on 3D Point Clouds | IJCAI 2023 | Paper Code |
| Vitruvion: A Generative Model of Parametric CAD Sketches | ICLR 2022 | Paper Code |
| Reconstructing compact building models from point clouds using deep implicit fields | ISPRS 2022 | Paper Code |
| CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations | 3DV 2022 | Paper |
| Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders | CVPR 2022 | Paper Code Project |
| ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing | ECCV 2022 | Paper Code Project |
| Unsupervised Learning of Shape Programs with Repeatable Implicit Parts | NeurIPS 2022 | Paper Project |
| Reconstructing editable prismatic CAD from rounded voxel models | SIGGRAPH Asia 2022 | Paper |
| ComplexGen: CAD Reconstruction by B-Rep Chain Complex Generation | SIGGRAPH 2022 | Paper Code Project |
| CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly | CVPR 2022 | Paper Code Project |
| LC2WF:Learning to Construct 3D Building Wireframes from 3D Line Clouds | BMVC 2022 | Paper Code |
| HPNet: Deep Primitive Segmentation Using Hybrid Representations | ICCV 2021 | Paper Code |
| CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds | ICCV 2021 | Paper Code |
| CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing | ICCV 2021 | Paper Code Project |
| PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds | ICLR 2021 | Paper Code |
| Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis | SIGGRAPH Asia 2021 | Paper Code |
| Sketch2CAD: Sequential CAD Modeling by Sketching in Context | SIGGRAPH Asia 2020 | Paper Code Project |
| CvxNet: Learnable Convex Decomposition | CVPR 2020 | Paper Code Project |
| BSP-Net: Generating Compact Meshes via Binary Space Partitioning | CVPR 2020 oral | Paper Code Project |
| PIE-NET: Parametric Inference of Point Cloud Edges | Neurips 2020 | Paper Code |
| UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree | Neurips 2020 | Paper Code Project |
| ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds | ECCV 2020 | Paper Code Project |
| Supervised Fitting of Geometric Primitives to 3D Point Clouds | CVPR 2019 oral | Paper Code |
| CSGNet: Neural Shape Parser for Constructive Solid Geometry | CVPR 2018 | Paper Code |
Abstraction
| Preview | Title | Publication | Links |
|---|---|---|---|
| HiT: Hierarchical Transformers for Unsupervised 3D Shape Abstraction | 3DV 2026 | Paper Project |
| PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer | SIGGRAPH 2025 | Paper Code Project |
| ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling | NeurIPS 2025 | Paper Project |
| SuperDec: 3D Scene Decomposition with Superquadric Primitives | ICCV 2025 | Paper Code Project |
| Light-SQ: Structure-aware Shape Abstraction with Superquadrics for Generated Meshes | SIGGRAPH Asia 2025 | Paper Code |
| ShapeLib: Designing a library of procedural 3D shape abstractions with Large Language Models | arxiv 2025 | Paper |
| Improving Unsupervised Visual Program Inference with Code Rewriting Families | ICCV 2023 (oral) | Paper Code Project |
| SweepNet: Unsupervised Learning Shape Abstraction via Neural Sweepers | ECCV 2024 | Paper Code Project |
| ShapeMOD: Macro Operation Discovery for 3D Shape Programs | SIGGRAPH 2021 | Paper Code Project |
| Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image | CVPR 2020 | Paper Code |
| ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis | SIGGRAPH Asia 2020 | Paper Code Project |
| Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids | CVPR 2019 | Paper Code Project |
| Im2Struct: Recovering 3D Shape Structure from a Single RGB Image | CVPR 2018 | Paper Code |
| Learning Shape Abstractions by Assembling Volumetric Primitives | CVPR 2017 | Paper Code Project |
Analysis
| Preview | Title | Publication | Links |
|---|---|---|---|
| DeFillet: Detection and Removal of Fillet Regions in Polygonal CAD Models | Siggraph 2025 | Paper Code Project |
| QueryCAD: Grounded Question Answering for CAD Models | arxiv 2025 | Paper |
| BrepMFR: Enhancing machining feature recognition in B-rep models through deep learning and domain adaptation | CAGD 2024 | Paper Code |
| CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs | CVPR 2024 | Paper Code Project |
| Robust Symmetry Detection via Riemannian Langevin Dynamics | SIGGRAPH Asia 2024 | Paper Code Project |
| FuS-GCN: Efficient B-rep based graph convolutional networks for 3D-CAD model classification and retrieval | AEI 2023 | Paper |
| GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings | CVPR 2022 | Paper Code |
| UV-Net: Learning from Boundary Representations | CVPR 2021 | Paper Code |
| BRepNet: A Topological Message Passing System for Solid Models | CVPR 2021 | Paper Code |
Others
| Preview | Title | Publication | Links |
|---|---|---|---|
| B-repLer: Language-guided Editing of CAD Models | SIGGRAPH 2026 | Paper Code Project |
| CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing | arXiv 2025 | Paper |
| CAD-Estate: Large-scale CAD Model Annotation in RGB Videos | ICCV 2023 | Paper Code |
| ROCA: Robust CAD Model Retrieval and Alignment from a Single Image | CVPR 2022 | Paper Code Project |
| JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints | CVPR 2022 | Paper Code |
| SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans | ECCV 2020 | Paper Code |
| CAD-Deform: Deformable Fitting of CAD Models to 3D Scans | ECCV 2020 | Paper Code |
| End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans | ICCV 2019 | Paper Project |
| Joint Embedding of 3D Scan and CAD Objects | ICCV 2019 | Paper Project |
| Scan2CAD: Learning CAD Model Alignment in RGB-D Scans | CVPR 2019 (Oral) | Paper Code Project |
Dataset
| Preview | Title | Publication | Links |
|---|---|---|---|
| ArchCAD-400K: An Open Large-Scale Architectural CAD Dataset and New Baseline for Panoptic Symbol Spotting | NeurIPS 2025 | Paper Dataset |
| VideoCAD: A Dataset and Model for Learning Long-Horizon 3D CAD UI Interactions from Video | NeurIPS 2025 | Paper Code Project |
| HistCAD: Geometrically Constrained Parametric History-based CAD Dataset | arXiv 2026 | Paper |
| Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences (Assembly Dataset) | CVPR 2022 | Paper Code Project |
| Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences (Reconstruction Dataset) | SIGGRAPH 2021 | Paper Project |
| Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences (Segmentation Dataset) | CVPR 2021 | Paper Project |
| DeepCAD: A Deep Generative Network for Computer-Aided Design Models | ICCV 2021 | Paper Code Project |
| ABC: A Big CAD Model Dataset For Geometric Deep Learning | CVPR 2019 | Paper Project |
| Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing | NeurIPS 2024 | Paper Code Project |
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