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 11 / 44 页

  1. ICML 2026Efficient Diffusion LLMs via Temporal-Spatial Parallel Decoding and Confidence Extrapolation
  2. ICML 2026Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads
  3. ICML 2026Efficient Skill Grounding via Code Refactoring with Small Language Models
  4. ICML 2026Efficient Synthetic Network Generation via Latent Embedding Reconstruction
  5. ICML 2026EGG: An Expert-Guided Agent Framework for Kernel Generation
  6. ICML 2026Escaping Whack-a-Mole: Optimizing Documentation as Repo-Specific Playbooks for Coding Agents
  7. ICML 2026Expert-level Leaf Cell Layout Generation via Preference-Optimized LLM
  8. ICML 2026ExVerus: Verus Proof Repair via Counterexample Reasoning
  9. ICML 2026FairGB: A Fair Granular-Ball Generation Method for Data Classification
  10. ICML 2026Flash-VAED: Plug-and-Play VAE Decoders for Efficient Video Generation
  11. ICML 2026FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences
  12. ICML 2026FormAct: Agentic Source Editing for Rich-Format Document Generation
  13. ICML 2026FormulaCode: Evaluating Agentic Optimization on Large Codebases
  14. ICML 2026From Diagrams to Code: Multilingual Programming with Visual Design
  15. ICML 2026From Guessing to Placeholding: A Cost-Theoretic Framework for Uncertainty-Aware Code Completion
  16. ICML 2026From Volume to Value: Preference-Aligned Memory Construction for On-Device RAG
  17. ICML 2026Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents
  18. ICML 2026FunPhase: A Periodic Functional Autoencoder for Motion Generation via Phase Manifolds
  19. ICML 2026GAUSS: Graph-Assisted Uncertainty Quantification using Structure and Semantics for Long-Form Generation in LLMs
  20. ICML 2026GenCircuit-RL: Reinforcement Learning from Hierarchical Verification for Genetic Circuit Design
  21. ICML 2026Generative Visual Code Mobile World Models
  22. ICML 2026GOCM: Single-Step Graph Outlier Synthesis via Origin Consistency Model
  23. ICML 2026Gradient Preconditioning for Efficient and Reliable Reward-Guided Generation
  24. ICML 2026Gradient-Aware Scheduling: Coupling Curriculum and Staleness for Async Reinforcement Learning
  25. ICML 2026Gram2Token: Enabling Run-time GPU-Native Grammar-Constrained Decoding for LLMs
  26. ICML 2026GXPO: Group Cross-Lingual Relative Policy Optimization for Code Generation
  27. ICML 2026How Do Language Models Speak Languages? A Case Study on Unintended Code-Switching
  28. ICML 2026How much can language models memorize?
  29. ICML 2026How2Everything: Mining the Web for How-to Procedures to Evaluate and Improve LLMs
  30. ICML 2026Hybrid Policy Distillation for LLMs
  31. ICML 2026HypoSpace: A Diagnostic Benchmark for Set-Valued Hypothesis Generation under Underdetermination and Sublinear Coverage Bounds
  32. ICML 2026IDLM: Inverse-distilled Diffusion Language Models
  33. ICML 2026In-Context Generation with Regional Constraints for Instructional Video Editing
  34. ICML 2026InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames
  35. ICML 2026InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training
  36. ICML 2026Innovation: An Almost Characterization of Hallucination
  37. ICML 2026Insertion Based Sequence Generation with Learnable Order Dynamics
  38. ICML 2026InteractBench: Benchmarking LLMs on Competitive Programming under Unrevealed Information
  39. ICML 2026InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation
  40. ICML 2026Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks
  41. ICML 2026Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs
  42. ICML 2026KernelFoundry: Hardware-Aware Evolutionary GPU Kernel Optimization
  43. ICML 2026Language Generation with Feedback: Queries and Mistakes
  44. ICML 2026Language Generation with Replay: A Learning-Theoretic View of Model Collapse
  45. ICML 2026Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments
  46. ICML 2026Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs
  47. ICML 2026Learning Gaussian Mixture-distributed Prototypes for 3D Scene Graph Generation from RGB-D Sequences
  48. ICML 2026Learning Unmasking Policies for Diffusion Language Models
  49. ICML 2026LECTOR: Joint Learning of Scientific Reasoning Graphs and Introduction Generation
  50. ICML 2026LFQ: Logit-aware Final-block Quantization for Boosting the Generation Quality of Low-Bit Quantized LLMs

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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