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 645 篇，第 1 / 13 页

1. CVPR 2025A Unified Image-Dense Annotation Generation Model for Underwater Scenes
2. CVPR 2025Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks
3. CVPR 2025Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization
4. CVPR 2025AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM
5. CVPR 2025AniMo: Species-Aware Model for Text-Driven Animal Motion Generation
6. CVPR 2025Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation
7. CVPR 2025ARM: Appearance Reconstruction Model for Relightable 3D Generation
8. CVPR 2025ArtFormer: Controllable Generation of Diverse 3D Articulated Objects
9. CVPR 2025ArtiScene: Language-Driven Artistic 3D Scene Generation Through Image Intermediary
10. CVPR 2025AutoPresent: Designing Structured Visuals from Scratch
11. CVPR 2025Autoregressive Distillation of Diffusion Transformers
12. CVPR 2025Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images
13. CVPR 2025Boost Your Human Image Generation Model via Direct Preference Optimization
14. CVPR 2025BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion
15. CVPR 2025CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation
16. CVPR 2025CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model
17. CVPR 2025CaricatureBooth: Data-Free Interactive Caricature Generation in a Photo Booth
18. CVPR 2025Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models
19. CVPR 2025ChatGarment: Garment Estimation, Generation and Editing via Large Language Models
20. CVPR 2025ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting
21. CVPR 2025ChatHuman: Chatting about 3D Humans with Tools
22. CVPR 2025Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection
23. CVPR 2025ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation
24. CVPR 2025Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation
25. CVPR 2025Contextual AD Narration with Interleaved Multimodal Sequence
26. CVPR 2025Continuous Locomotive Crowd Behavior Generation
27. CVPR 2025CraftsMan3D: High-fidelity Mesh Generation with 3D Native Diffusion and Interactive Geometry Refiner
28. CVPR 2025CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset
29. CVPR 2025D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation
30. CVPR 2025DAGSM: Disentangled Avatar Generation with GS-enhanced Mesh
31. CVPR 2025Decoupling Training-Free Guided Diffusion by ADMM
32. CVPR 2025Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis
33. CVPR 2025Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization
34. CVPR 2025Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified Attention
35. CVPR 2025Diff-Palm: Realistic Palmprint Generation with Polynomial Creases and Intra-Class Variation Controllable Diffusion Models
36. CVPR 2025Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation
37. CVPR 2025DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
38. CVPR 2025Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models
39. CVPR 2025Diffusion-based Event Generation for High-Quality Image Deblurring
40. CVPR 2025DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation
41. CVPR 2025Disentangled Pose and Appearance Guidance for Multi-Pose Generation
42. CVPR 2025Distilling Long-tailed Datasets
43. CVPR 2025DNF: Unconditional 4D Generation with Dictionary-based Neural Fields
44. CVPR 2025DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
45. CVPR 2025DreamOmni: Unified Image Generation and Editing
46. CVPR 2025DreamRelation: Bridging Customization and Relation Generation
47. CVPR 2025DRiVE: Diffusion-based Rigging Empowers Generation of Versatile and Expressive Characters
48. CVPR 2025DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes
49. CVPR 2025DynScene: Scalable Generation of Dynamic Robotic Manipulation Scenes for Embodied AI
50. CVPR 2025EchoONE: Segmenting Multiple Echocardiography Planes in One Model

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。