代码生成论文趋势 2023–2026

程序合成与代码 LLM

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,161 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

代码生成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202329553195210
202413566111134446
202523016479172645
2026236241174209860

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

全部代码生成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 446 篇，第 6 / 9 页

  1. ICML 2024IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation
  2. ICML 2024Improving Open-Ended Text Generation via Adaptive Decoding
  3. ICML 2024In value-based deep reinforcement learning, a pruned network is a good network
  4. ICML 2024Instruction Tuning for Secure Code Generation
  5. ICML 2024KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation
  6. ICML 2024LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits
  7. ICML 2024Language Generation with Strictly Proper Scoring Rules
  8. ICML 2024Learning Linear Block Error Correction Codes
  9. ICML 2024Learning to Compile Programs to Neural Networks
  10. ICML 2024Learning Universal Predictors
  11. ICML 2024Lookbehind-SAM: k steps back, 1 step forward
  12. ICML 2024Magicoder: Empowering Code Generation with OSS-Instruct
  13. ICML 2024MEMORYLLM: Towards Self-Updatable Large Language Models
  14. ICML 2024MILP-FBGen: LP/MILP Instance Generation with Feasibility/Boundedness
  15. ICML 2024Model-Based Minimum Bayes Risk Decoding for Text Generation
  16. ICML 2024MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation
  17. ICML 2024Multicalibration for Confidence Scoring in LLMs
  18. ICML 2024Neural Networks Learn Statistics of Increasing Complexity
  19. ICML 2024NExT: Teaching Large Language Models to Reason about Code Execution
  20. ICML 2024O$n$ Learning Deep O($n$)-Equivariant Hyperspheres
  21. ICML 2024Online Speculative Decoding
  22. ICML 2024PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition
  23. ICML 2024Partially Stochastic Infinitely Deep Bayesian Neural Networks
  24. ICML 2024PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation
  25. ICML 2024Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
  26. ICML 2024Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models
  27. ICML 2024Protein Conformation Generation via Force-Guided SE(3) Diffusion Models
  28. ICML 2024Proteus: Exploring Protein Structure Generation for Enhanced Designability and Efficiency
  29. ICML 2024Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation
  30. ICML 2024RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation
  31. ICML 2024Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion
  32. ICML 2024ReGAL: Refactoring Programs to Discover Generalizable Abstractions
  33. ICML 2024Repoformer: Selective Retrieval for Repository-Level Code Completion
  34. ICML 2024RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
  35. ICML 2024Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
  36. ICML 2024Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency
  37. ICML 2024SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code
  38. ICML 2024Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
  39. ICML 2024Self-Infilling Code Generation
  40. ICML 2024Semantic-Aware Human Object Interaction Image Generation
  41. ICML 2024SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
  42. ICML 2024Soft Prompt Recovers Compressed LLMs, Transferably
  43. ICML 2024Stay on Topic with Classifier-Free Guidance
  44. ICML 2024Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
  45. ICML 2024StrokeNUWA—Tokenizing Strokes for Vector Graphic Synthesis
  46. ICML 2024Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation
  47. ICML 2024Swallowing the Bitter Pill: Simplified Scalable Conformer Generation
  48. ICML 2024Switchable Decision: Dynamic Neural Generation Networks
  49. ICML 2024Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
  50. ICML 2024The Illusion of State in State-Space Models

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查代码生成在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "code-generation"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

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。

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