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 630 篇，第 5 / 13 页

  1. NeurIPS 2026Structural Self-Teaching for Compositional Generation in Unified Multimodal Models
  2. NeurIPS 2026SwitchLingua V2: Agent-Driven Code-Switching via Digital Clones
  3. NeurIPS 2026SynBench: A Benchmark for Differentially Private Text Generation
  4. NeurIPS 2026SynMQG: Disentanglement and Mutual-Information Optimization for Synergistic Multi-modal Question Generation
  5. NeurIPS 2026Synthon Contrastive Learning for Synthesizable 3D Molecule Generation
  6. NeurIPS 2026TaxaAdapter: Scaling Fine-grained Species Image Generation To the Tree of Life
  7. NeurIPS 2026TGPO: Trace-Guided Policy Optimization for Robot Task Planning via Verifiable Subgoal Generation
  8. NeurIPS 2026The Future of Facts: Tracing the Factual Generation-Verification Gap
  9. NeurIPS 2026The Sharp Directions Are Against You: Curvature Analysis of Activation Steering
  10. NeurIPS 2026The Sign Code: The Hidden Binary Nature of Deep Networks
  11. NeurIPS 2026The Unembedding Bottleneck: A Mechanistic Analysis of Single Digit Counting in LLMs
  12. NeurIPS 2026TimeTok: Granularity-Controllable Time-Series Generation via Hierarchical Tokenization
  13. NeurIPS 2026TKCAM: Text and Keyframe to Camera Trajectory Generation
  14. NeurIPS 2026Tokenizer-Generator Coupling in Medical Image Generation
  15. NeurIPS 2026Toward Executable Multi-framework Front-end Code Generation with Self-Correction
  16. NeurIPS 2026Toward Interactive Understanding of Code APIs
  17. NeurIPS 2026Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows
  18. NeurIPS 2026TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation
  19. NeurIPS 2026Trellis4D: Complex 4D Mesh Generation
  20. NeurIPS 2026UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning
  21. NeurIPS 2026UniSHARP: Universal Sharp Monocular View Synthesis
  22. NeurIPS 2026Useful Memories Become Faulty When Continuously Updated by LLMs
  23. NeurIPS 2026Veri-Sure: Multi-Agent RTL Code Generation with Temporal Tracing, Slicing and Formal Verification
  24. NeurIPS 2026VeriContest: A Competitive-Programming Benchmark for Verifiable Code Generation
  25. NeurIPS 2026Verification-Guided Abstraction Generation with Large Language Models for Generalized Planning
  26. NeurIPS 2026Verifier-Backed Hard Problem Generation for Mathematical Reasoning
  27. NeurIPS 2026Verifiers in the Loop: Decoding Time Verification for Code Translation
  28. NeurIPS 2026VideoMDM: Towards 3D Human Motion Generation From 2D Supervision
  29. NeurIPS 2026Viverra: Text-to-Code with Guarantees
  30. NeurIPS 2026VUM: Visual Unified Models for Image Generation and Perception
  31. NeurIPS 2026When Copying Is Hard: Copy-Constrained Decoding for Exact Span Reproduction
  32. NeurIPS 2026Which Tokens to Merge? Diffusion Dynamics for Efficient Image Generation
  33. NeurIPS 2026Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?
  34. NeurIPS 2026WorldCoder-Bench: Benchmarking Physically Grounded 3D World Synthesis
  35. NeurIPS 2026X2HDR: HDR Image Generation in a Perceptually Uniform Space
  36. NeurIPS 2026XTraj: A Coarse-to-Fine Autoregressive Framework for Transferable Trajectory Generation
  37. NeurIPS 2025$\texttt{STRCMP}$: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
  38. NeurIPS 2025AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
  39. NeurIPS 2025Activation-Informed Merging of Large Language Models
  40. NeurIPS 2025Adaptive 3D Reconstruction via Diffusion Priors and Forward Curvature-Matching Likelihood Updates
  41. NeurIPS 2025Adaptive Discretization for Consistency Models
  42. NeurIPS 2025Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization
  43. NeurIPS 2025AdvPrefix: An Objective for Nuanced LLM Jailbreaks
  44. NeurIPS 2025Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
  45. NeurIPS 2025AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
  46. NeurIPS 2025AlignedGen: Aligning Style Across Generated Images
  47. NeurIPS 2025AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs
  48. NeurIPS 2025ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation
  49. NeurIPS 2025AnimateQR: Bridging Aesthetics and Functionality in Dynamic QR Code Generation
  50. NeurIPS 2025APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction

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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