代码生成论文趋势 2023–2026

主要结论

• 代码生成论文从 2023 年的 210 篇增长到 2026 年的 860 篇，三年间扩大到约 4.1 倍。
• NeurIPS 是发代码生成论文最多的会议，2023–2026 年共 630 篇，占四个会议总量的 29%。
• 交叉方向里涨得最快的是AI 智能体：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 93 篇。
• 在「自然语言」的 5 个主题里，它的 2026 年论文数排第 1；同组增长最快的检索增强生成是 5.4 倍，代码生成是 4.1 倍。

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

• NeurIPS 2026A Theoretical Analysis of Test-Driven Code Generation
• ICML 2026$A_2$DEPT: Large Language Model–Driven Automated Algorithm Design via Evolutionary Program Trees
• ICLR 2026A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
• CVPR 2026ACPV-Net All-Class Polygonal Vectorization for Seamless Vector Map Generation from
• NeurIPS 2025$\texttt{STRCMP}$: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
• ICML 2025AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement
• ICLR 2025Automated Proof Generation for Rust Code via Self-Evolution
• CVPR 2025ArtFormer: Controllable Generation of Diverse 3D Articulated Objects
• NeurIPS 2024AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
• ICML 2024ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation
• ICLR 2024CODE REPRESENTATION LEARNING AT SCALE
• CVPR 2024Desigen: A Pipeline for Controllable Design Template Generation
• NeurIPS 2023ANPL: Towards Natural Programming with Interactive Decomposition
• ICML 2023Can Large Language Models Reason about Program Invariants?
• ICLR 2023Binding Language Models in Symbolic Languages
• CVPR 2023Attribute-Preserving Face Dataset Anonymization via Latent Code Optimization
• NeurIPS 2026A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse
• ICML 2026Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming
• ICLR 2026AssetFormer: Modular 3D Assets Generation with Autoregressive Transformer
• CVPR 2026Animator-Centric Skeleton Generation on Objects with Fine-Grained Details

全部代码生成论文

共 610 篇，第 1 / 13 页

1. CVPR 20263D-Fixer Coarse-to-Fine In-place Completion for 3D Scenes from a Single
2. CVPR 2026A Style is Worth One Code Unlocking Code-to-Style Image Generation
3. CVPR 2026A Training-Free Style-Personalization via SVD-Based Feature Decomposition
4. CVPR 2026Accelerating Diffusion via Hybrid Data-Pipeline Parallelism Based on Conditional Guidance
5. CVPR 2026ACPV-Net All-Class Polygonal Vectorization for Seamless Vector Map Generation from
6. CVPR 2026ActionMesh Animated 3D Mesh Generation with Temporal 3D Diffusion
7. CVPR 2026Animator-Centric Skeleton Generation on Objects with Fine-Grained Details
8. CVPR 2026AnyDoc Enhancing Document Generation via Large-Scale HTMLCSS Data Synthesis and
9. CVPR 2026ARGUS Defending Against Multimodal Indirect Prompt Injection via Steering Instruction-Following
10. CVPR 2026ARMFlow AutoRegressive MeanFlow for Online 3D Human Reaction Generation
11. CVPR 2026AutoRegressive Generation with B-rep Holistic Token Sequence Representation
12. CVPR 2026Beyond Pixel Simulation Pathology Image Generation via Diagnostic Semantic Tokens
13. CVPR 2026Bidirectional Query-Driven Generation of Parametric CAD Sketch
14. CVPR 2026BiGain Unified Token Compression for Joint Generation and Classification
15. CVPR 2026BiMotion B-spline Motion for Text-guided Dynamic 3D Character Generation
16. CVPR 2026Breaking the 3D Dataset Bottleneck Fast Scalable Generation of Aligned
17. CVPR 2026Bridging Privacy and Provenance Traceable Virtual Identity Generation
18. CVPR 2026CAD-Refiner A Unified Framework for CAD Generation and Iterative Editing
19. CVPR 2026CaliTex Geometry-Calibrated Attention for View-Coherent 3D Texture Generation
20. CVPR 2026Causal Motion Diffusion Models for Autoregressive Motion Generation
21. CVPR 2026CG-Floor Centroid-Guided Diffusion for Large-Scale Floorplan Generation
22. CVPR 2026ChangeBridge Spatiotemporal Image Generation with Multimodal Controls for Remote Senisng
23. CVPR 2026Circuit Mechanisms for Spatial Relation Generation in Diffusion Transformers
24. CVPR 2026Cloning Deterministic Worlds The Critical Role of Latent Geometry in
25. CVPR 2026CodeMMR Bridging Natural Language Code and Image for Unified Retrieval
26. CVPR 2026CodePercept Code-Grounded Visual STEM Perception for MLLMs
27. CVPR 2026CoLoGen Progressive Learning of Concept-Localization Duality for Unified Image Generation
28. CVPR 2026Cross-Domain Demo-to-Code via Neurosymbolic Counterfactual Reasoning
29. CVPR 2026Cubic Discrete Diffusion Discrete Visual Generation on High-Dimensional Representation Tokens
30. CVPR 2026Decision Boundary-aware Generation for Long-tailed Learning
31. CVPR 2026DeCo Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation
32. CVPR 2026Dehallu3D Hallucination-Mitigated 3D Generation from a Single Image via Cyclic
33. CVPR 2026Denoising Fast and Slow Difficulty-Aware Adaptive Sampling for Image Generation
34. CVPR 2026Design Your Ad Personalized Advertising Image and Text Generation with
35. CVPR 2026DextER Language-driven Dexterous Grasp Generation with Embodied Reasoning
36. CVPR 2026Diffusion with a Linguistic Compass Steering the Generation of Clinically
37. CVPR 2026Diffusion-Based sRGB Real Noise Generation via Prompt-Driven Noise Representation Learning
38. CVPR 2026DiP Taming Diffusion Models in Pixel Space
39. CVPR 2026DiT360 High-Fidelity Panoramic Image Generation via Hybrid Training
40. CVPR 2026Diverse Video Generation with Determinantal Point Process-Guided Policy Optimization
41. CVPR 2026DiverseDiT Towards Diverse Representation Learning in Diffusion Transformers
42. CVPR 2026DMAligner Enhancing Image Alignment via Diffusion Model Based View Synthesis
43. CVPR 2026Do You See What I Am Pointing At Gesture-Based Egocentric
44. CVPR 2026DPAR Dynamic Patchification for Efficient Autoregressive Visual Generation
45. CVPR 2026DSFlash Comprehensive Panoptic Scene Graph Generation in Realtime
46. CVPR 2026Dual-Level Hypergraph Generation for Addressing Feature Scarcity in Whole-Slide Image
47. CVPR 2026DuoGen Towards Autonomous Interleaved Multimodal Generation
48. CVPR 2026Endless World Real-Time 3D-Aware Long Video Generation
49. CVPR 2026Evidential Neural Radiance Fields
50. CVPR 2026Explaining Object Detectors via Collective Contribution of Pixels

常见问题

2023–2026 年四大会议一共有多少篇代码生成论文？

共 2,161 篇，按年份分别是 2023 年 210 篇、2024 年 446 篇、2025 年 645 篇、2026 年 860 篇。

NeurIPS 2026 有多少篇代码生成论文？

NeurIPS 2026 有 236 篇代码生成论文，上一届是 230 篇。

ICLR 2026 有多少篇代码生成论文？

ICLR 2026 有 241 篇代码生成论文，上一届是 164 篇。

ICML 2026 有多少篇代码生成论文？

ICML 2026 有 174 篇代码生成论文，上一届是 79 篇。

CVPR 2026 有多少篇代码生成论文？

CVPR 2026 有 209 篇代码生成论文，上一届是 172 篇。

哪个会议的代码生成论文最多？

NeurIPS，2023–2026 年共 630 篇。