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 19 / 44 页

  1. CVPR 2025Disentangled Pose and Appearance Guidance for Multi-Pose Generation
  2. CVPR 2025Distilling Long-tailed Datasets
  3. CVPR 2025DNF: Unconditional 4D Generation with Dictionary-based Neural Fields
  4. CVPR 2025DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
  5. CVPR 2025DreamOmni: Unified Image Generation and Editing
  6. CVPR 2025DreamRelation: Bridging Customization and Relation Generation
  7. CVPR 2025DRiVE: Diffusion-based Rigging Empowers Generation of Versatile and Expressive Characters
  8. CVPR 2025DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes
  9. CVPR 2025DynScene: Scalable Generation of Dynamic Robotic Manipulation Scenes for Embodied AI
  10. CVPR 2025EchoONE: Segmenting Multiple Echocardiography Planes in One Model
  11. CVPR 2025EditAR: Unified Conditional Generation with Autoregressive Models
  12. CVPR 2025Empowering LLMs to Understand and Generate Complex Vector Graphics
  13. CVPR 2025EnergyMoGen: Compositional Human Motion Generation with Energy-Based Diffusion Model in Latent Space
  14. CVPR 2025Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation
  15. CVPR 2025Enhancing Creative Generation on Stable Diffusion-based Models
  16. CVPR 2025Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration
  17. CVPR 2025ETAP: Event-based Tracking of Any Point
  18. CVPR 2025Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation
  19. CVPR 2025EVPGS: Enhanced View Prior Guidance for Splatting-based Extrapolated View Synthesis
  20. CVPR 2025FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models
  21. CVPR 2025FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
  22. CVPR 2025Fancy123: One Image to High-Quality 3D Mesh Generation via Plug-and-Play Deformation
  23. CVPR 2025Few-shot Implicit Function Generation via Equivariance
  24. CVPR 2025Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network
  25. CVPR 2025FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance
  26. CVPR 2025FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting
  27. CVPR 2025Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
  28. CVPR 2025FoundHand: Large-Scale Domain-Specific Learning for Controllable Hand Image Generation
  29. CVPR 2025From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models
  30. CVPR 2025From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing
  31. CVPR 2025GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control
  32. CVPR 2025Generative Inbetweening through Frame-wise Conditions-Driven Video Generation
  33. CVPR 2025Global-Local Tree Search in VLMs for 3D Indoor Scene Generation
  34. CVPR 2025GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis
  35. CVPR 2025GPS as a Control Signal for Image Generation
  36. CVPR 2025Hierarchical Gaussian Mixture Model Splatting for Efficient and Part Controllable 3D Generation
  37. CVPR 2025HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation
  38. CVPR 2025HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation
  39. CVPR 2025HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis
  40. CVPR 2025IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation
  41. CVPR 2025Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation
  42. CVPR 2025Image Generation Diversity Issues and How to Tame Them
  43. CVPR 2025Image is All You Need to Empower Large-scale Diffusion Models for In-Domain Generation
  44. CVPR 2025Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction
  45. CVPR 2025Improving Editability in Image Generation with Layer-wise Memory
  46. CVPR 2025Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models
  47. CVPR 2025LaTexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending
  48. CVPR 2025Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
  49. CVPR 2025Learning Flow Fields in Attention for Controllable Person Image Generation
  50. CVPR 2025Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing

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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