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 8 / 13 页

  1. NeurIPS 2025LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
  2. NeurIPS 2025LMFusion: Adapting Pretrained Language Models for Multimodal Generation
  3. NeurIPS 2025Machine Unlearning in 3D Generation: A Perspective-Coherent Acceleration Framework
  4. NeurIPS 2025Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
  5. NeurIPS 2025MaintainCoder: Maintainable Code Generation Under Dynamic Requirements
  6. NeurIPS 2025Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences
  7. NeurIPS 2025Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs
  8. NeurIPS 2025MEGADance: Mixture-of-Experts Architecture for Genre-Aware 3D Dance Generation
  9. NeurIPS 2025MeshCoder: LLM-Powered Structured Mesh Code Generation from Point Clouds
  10. NeurIPS 2025MetaDefense: Defending Fine-tuning based Jailbreak Attack Before and During Generation
  11. NeurIPS 2025Metis: A Foundation Speech Generation Model with Masked Generative Pre-training
  12. NeurIPS 2025MigGPT: Harnessing Large Language Models for Automated Migration of Out-of-Tree Linux Kernel Patches Across Versions
  13. NeurIPS 2025Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules
  14. NeurIPS 2025MIND: Material Interface Generation from UDFs for Non-Manifold Surface Reconstruction
  15. NeurIPS 2025Mixture of Inputs: Text Generation Beyond Discrete Token Sampling
  16. NeurIPS 2025More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models
  17. NeurIPS 2025More Than Just Functional: LLM-as-a-Critique for Efficient Code Generation
  18. NeurIPS 2025Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation
  19. NeurIPS 2025Neither Valid nor Reliable? Investigating the Use of LLMs as Judges
  20. NeurIPS 2025NeuroGenPoisoning: Neuron-Guided Attacks on Retrieval-Augmented Generation of LLM via Genetic Optimization of External Knowledge
  21. NeurIPS 2025NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval
  22. NeurIPS 2025NFIG: Multi-Scale Autoregressive Image Generation via Frequency Ordering
  23. NeurIPS 2025OmniGen-AR: AutoRegressive Any-to-Image Generation
  24. NeurIPS 2025OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions
  25. NeurIPS 2025OmniSVG: A Unified Scalable Vector Graphics Generation Model
  26. NeurIPS 2025OmniTry: Virtual Try-On Anything without Masks
  27. NeurIPS 2025On the Entropy Calibration of Language Models
  28. NeurIPS 2025On Union-Closedness of Language Generation
  29. NeurIPS 2025OptiScene: LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization
  30. NeurIPS 2025ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
  31. NeurIPS 2025PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers
  32. NeurIPS 2025PartNeXt: A Next-Generation Dataset for Fine-Grained and Hierarchical 3D Part Understanding
  33. NeurIPS 2025Personalized Visual Content Generation in Conversational Systems
  34. NeurIPS 2025PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations
  35. NeurIPS 2025PhysX-3D: Physical-Grounded 3D Asset Generation
  36. NeurIPS 2025PoE-World: Compositional World Modeling with Products of Programmatic Experts
  37. NeurIPS 2025PoseCrafter: Extreme Pose Estimation with Hybrid Video Synthesis
  38. NeurIPS 2025Practical and Effective Code Watermarking for Large Language Models
  39. NeurIPS 2025PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
  40. NeurIPS 2025Preventing Shortcuts in Adapter Training via Providing the Shortcuts
  41. NeurIPS 2025Program Synthesis via Test-Time Transduction
  42. NeurIPS 2025PyraMotion: Attentional Pyramid-Structured Motion Integration for Co-Speech 3D Gesture Synthesis
  43. NeurIPS 2025QiMeng-CodeV-R1: Reasoning-Enhanced Verilog Generation
  44. NeurIPS 2025QiMeng-MuPa: Mutual-Supervised Learning for Sequential-to-Parallel Code Translation
  45. NeurIPS 2025QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code
  46. NeurIPS 2025QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation
  47. NeurIPS 2025Quantifying Elicitation of Latent Capabilities in Language Models
  48. NeurIPS 2025Quartet: Native FP4 Training Can Be Optimal for Large Language Models
  49. NeurIPS 2025RAGRouter: Learning to Route Queries to Multiple Retrieval-Augmented Language Models
  50. NeurIPS 2025Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion

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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