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 2,161 篇，第 26 / 44 页

  1. ICML 2025Optimizing Language Models for Inference Time Objectives using Reinforcement Learning
  2. ICML 2025Overcoming Non-monotonicity in Transducer-based Streaming Generation
  3. ICML 2025polybasic Speculative Decoding Through a Theoretical Perspective
  4. ICML 2025Position: Future Research and Challenges Remain Towards AI for Software Engineering
  5. ICML 2025Prior Knowledge Guided Neural Architecture Generation
  6. ICML 2025ProSec: Fortifying Code LLMs with Proactive Security Alignment
  7. ICML 2025QuEST: Stable Training of LLMs with 1-Bit Weights and Activations
  8. ICML 2025Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
  9. ICML 2025Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment
  10. ICML 2025Representative Language Generation
  11. ICML 2025Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding?
  12. ICML 2025Scalable Non-Equivariant 3D Molecule Generation via Rotational Alignment
  13. ICML 2025Selective Prompt Anchoring for Code Generation
  14. ICML 2025Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI
  15. ICML 2025SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation
  16. ICML 2025SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs
  17. ICML 2025Strategic Planning: A Top-Down Approach to Option Generation
  18. ICML 2025Synthesizing Software Engineering Data in a Test-Driven Manner
  19. ICML 2025The Diffusion Duality
  20. ICML 2025Thinking LLMs: General Instruction Following with Thought Generation
  21. ICML 2025TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
  22. ICML 2025Towards Practical Defect-Focused Automated Code Review
  23. ICML 2025Tractable Transformers for Flexible Conditional Generation
  24. ICML 2025TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation
  25. ICML 2025Understanding Complexity in VideoQA via Visual Program Generation
  26. NeurIPS 2025$\texttt{STRCMP}$: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
  27. NeurIPS 2025AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
  28. NeurIPS 2025Activation-Informed Merging of Large Language Models
  29. NeurIPS 2025Adaptive 3D Reconstruction via Diffusion Priors and Forward Curvature-Matching Likelihood Updates
  30. NeurIPS 2025Adaptive Discretization for Consistency Models
  31. NeurIPS 2025Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization
  32. NeurIPS 2025AdvPrefix: An Objective for Nuanced LLM Jailbreaks
  33. NeurIPS 2025Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
  34. NeurIPS 2025AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
  35. NeurIPS 2025AlignedGen: Aligning Style Across Generated Images
  36. NeurIPS 2025AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs
  37. NeurIPS 2025ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation
  38. NeurIPS 2025AnimateQR: Bridging Aesthetics and Functionality in Dynamic QR Code Generation
  39. NeurIPS 2025APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction
  40. NeurIPS 2025Approximately Aligned Decoding
  41. NeurIPS 2025AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy
  42. NeurIPS 2025ATLAS: Autoformalizing Theorems through Lifting, Augmentation, and Synthesis of Data
  43. NeurIPS 2025AutoPartGen: Autoregressive 3D Part Generation and Discovery
  44. NeurIPS 2025BADiff: Bandwidth Adaptive Diffusion Model
  45. NeurIPS 2025Benchmarking Large Language Models with Integer Sequence Generation Tasks
  46. NeurIPS 2025Benford’s Curse: Tracing Digit Bias to Numerical Hallucination in LLMs
  47. NeurIPS 2025Bi-Directional Communication-Efficient Stochastic FL via Remote Source Generation
  48. NeurIPS 2025Bidirectional Motion Transformer for Safety-Critical Traffic Scenario Generation
  49. NeurIPS 2025Bidirectional Representations Augmented Autoregressive Biological Sequence Generation: Application in De Novo Peptide Sequencing
  50. NeurIPS 2025BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks

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。

「自然语言」下的其他主题