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 33 / 44 页

  1. CVPR 2024Restoration by Generation with Constrained Priors
  2. CVPR 2024Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation
  3. CVPR 2024Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis
  4. CVPR 2024Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion
  5. CVPR 2024SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation
  6. CVPR 2024Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement
  7. CVPR 2024SemCity: Semantic Scene Generation with Triplane Diffusion
  8. CVPR 2024Shadow Generation for Composite Image Using Diffusion Model
  9. CVPR 2024Sherpa3D: Boosting High-Fidelity Text-to-3D Generation via Coarse 3D Prior
  10. CVPR 2024Single Mesh Diffusion Models with Field Latents for Texture Generation
  11. CVPR 2024Single-View Scene Point Cloud Human Grasp Generation
  12. CVPR 2024Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
  13. CVPR 2024Spatio-Temporal Turbulence Mitigation: A Translational Perspective
  14. CVPR 2024SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream
  15. CVPR 2024SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
  16. CVPR 2024Stratified Avatar Generation from Sparse Observations
  17. CVPR 2024Style Aligned Image Generation via Shared Attention
  18. CVPR 2024StyleCineGAN: Landscape Cinemagraph Generation using a Pre-trained StyleGAN
  19. CVPR 2024SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
  20. CVPR 2024Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
  21. CVPR 2024Taming Mode Collapse in Score Distillation for Text-to-3D Generation
  22. CVPR 2024Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions
  23. CVPR 2024Text-Guided 3D Face Synthesis - From Generation to Editing
  24. CVPR 2024Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors
  25. CVPR 2024Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation
  26. CVPR 2024TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process
  27. CVPR 2024Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation
  28. CVPR 2024Towards Automated Movie Trailer Generation
  29. CVPR 2024Towards Realistic Scene Generation with LiDAR Diffusion Models
  30. CVPR 2024Towards Variable and Coordinated Holistic Co-Speech Motion Generation
  31. CVPR 2024Training-Free Pretrained Model Merging
  32. CVPR 2024UniGS: Unified Representation for Image Generation and Segmentation
  33. CVPR 2024UV-IDM: Identity-Conditioned Latent Diffusion Model for Face UV-Texture Generation
  34. CVPR 2024VecFusion: Vector Font Generation with Diffusion
  35. CVPR 2024Vector Graphics Generation via Mutually Impulsed Dual-domain Diffusion
  36. CVPR 2024Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation
  37. CVPR 2024WANDR: Intention-guided Human Motion Generation
  38. CVPR 2024Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation
  39. CVPR 2024When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation
  40. ICLR 2024$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
  41. ICLR 2024A Branching Decoder for Set Generation
  42. ICLR 2024A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
  43. ICLR 2024A Simple and Scalable Representation for Graph Generation
  44. ICLR 2024Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
  45. ICLR 2024An interpretable error correction method for enhancing code-to-code translation
  46. ICLR 2024Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations
  47. ICLR 2024At Which Training Stage Does Code Data Help LLMs Reasoning?
  48. ICLR 2024AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
  49. ICLR 2024Batched Low-Rank Adaptation of Foundation Models
  50. ICLR 2024Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain

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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