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
- 代码生成论文从 2023 年的 210 篇增长到 2026 年的 860 篇，三年间扩大到约 4.1 倍。
- NeurIPS 是发代码生成论文最多的会议，2023–2026 年共 630 篇，占四个会议总量的 29%。
- 交叉方向里涨得最快的是AI 智能体：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 93 篇。
- 在「自然语言」的 5 个主题里，它的 2026 年论文数排第 1；同组增长最快的检索增强生成是 5.4 倍，代码生成是 4.1 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 29 | 55 | 31 | 95 | 210 |
| 2024 | 135 | 66 | 111 | 134 | 446 |
| 2025 | 230 | 164 | 79 | 172 | 645 |
| 2026 | 236 | 241 | 174 | 209 | 860 |
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
- NeurIPS 2026A Theoretical Analysis of Test-Driven Code Generation
- ICML 2026$A_2$DEPT: Large Language Model–Driven Automated Algorithm Design via Evolutionary Program Trees
- ICLR 2026A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
- CVPR 2026ACPV-Net All-Class Polygonal Vectorization for Seamless Vector Map Generation from
- NeurIPS 2025$\texttt{STRCMP}$: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
- ICML 2025AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement
- ICLR 2025Automated Proof Generation for Rust Code via Self-Evolution
- CVPR 2025ArtFormer: Controllable Generation of Diverse 3D Articulated Objects
- NeurIPS 2024AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
- ICML 2024ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation
- ICLR 2024CODE REPRESENTATION LEARNING AT SCALE
- CVPR 2024Desigen: A Pipeline for Controllable Design Template Generation
- NeurIPS 2023ANPL: Towards Natural Programming with Interactive Decomposition
- ICML 2023Can Large Language Models Reason about Program Invariants?
- ICLR 2023Binding Language Models in Symbolic Languages
- CVPR 2023Attribute-Preserving Face Dataset Anonymization via Latent Code Optimization
- NeurIPS 2026A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse
- ICML 2026Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming
- ICLR 2026AssetFormer: Modular 3D Assets Generation with Autoregressive Transformer
- CVPR 2026Animator-Centric Skeleton Generation on Objects with Fine-Grained Details
全部代码生成论文
共 610 篇，第 10 / 13 页
- CVPR 2024Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation
- CVPR 2024Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis
- CVPR 2024LeGO: Leveraging a Surface Deformation Network for Animatable Stylized Face Generation with One Example
- CVPR 2024Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation
- CVPR 2024Leveraging Predicate and Triplet Learning for Scene Graph Generation
- CVPR 2024LLMs are Good Action Recognizers
- CVPR 2024LLMs are Good Sign Language Translators
- CVPR 2024Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives
- CVPR 2024MAS: Multi-view Ancestral Sampling for 3D Motion Generation Using 2D Diffusion
- CVPR 2024MatFuse: Controllable Material Generation with Diffusion Models
- CVPR 2024MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
- CVPR 2024MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis
- CVPR 2024ModaVerse: Efficiently Transforming Modalities with LLMs
- CVPR 2024Move as You Say Interact as You Can: Language-guided Human Motion Generation with Scene Affordance
- CVPR 2024MPOD123: One Image to 3D Content Generation Using Mask-enhanced Progressive Outline-to-Detail Optimization
- CVPR 2024NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation
- CVPR 2024OED: Towards One-stage End-to-End Dynamic Scene Graph Generation
- CVPR 2024OmniMotionGPT: Animal Motion Generation with Limited Data
- CVPR 2024On the Scalability of Diffusion-based Text-to-Image Generation
- CVPR 2024One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion
- CVPR 2024PEEKABOO: Interactive Video Generation via Masked-Diffusion
- CVPR 2024POPDG: Popular 3D Dance Generation with PopDanceSet
- CVPR 2024Programmable Motion Generation for Open-Set Motion Control Tasks
- CVPR 2024Rapid 3D Model Generation with Intuitive 3D Input
- CVPR 2024RepAn: Enhanced Annealing through Re-parameterization
- CVPR 2024Residual Denoising Diffusion Models
- CVPR 2024Restoration by Generation with Constrained Priors
- CVPR 2024Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation
- CVPR 2024Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis
- CVPR 2024Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion
- CVPR 2024SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation
- CVPR 2024Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement
- CVPR 2024SemCity: Semantic Scene Generation with Triplane Diffusion
- CVPR 2024Shadow Generation for Composite Image Using Diffusion Model
- CVPR 2024Sherpa3D: Boosting High-Fidelity Text-to-3D Generation via Coarse 3D Prior
- CVPR 2024Single Mesh Diffusion Models with Field Latents for Texture Generation
- CVPR 2024Single-View Scene Point Cloud Human Grasp Generation
- CVPR 2024Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
- CVPR 2024Spatio-Temporal Turbulence Mitigation: A Translational Perspective
- CVPR 2024SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream
- CVPR 2024SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
- CVPR 2024Stratified Avatar Generation from Sparse Observations
- CVPR 2024Style Aligned Image Generation via Shared Attention
- CVPR 2024StyleCineGAN: Landscape Cinemagraph Generation using a Pre-trained StyleGAN
- CVPR 2024SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
- CVPR 2024Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
- CVPR 2024Taming Mode Collapse in Score Distillation for Text-to-3D Generation
- CVPR 2024Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions
- CVPR 2024Text-Guided 3D Face Synthesis - From Generation to Editing
- CVPR 2024Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors
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"}
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。