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 11 / 13 页
- CVPR 2024Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation
- CVPR 2024TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process
- CVPR 2024Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation
- CVPR 2024Towards Automated Movie Trailer Generation
- CVPR 2024Towards Realistic Scene Generation with LiDAR Diffusion Models
- CVPR 2024Towards Variable and Coordinated Holistic Co-Speech Motion Generation
- CVPR 2024Training-Free Pretrained Model Merging
- CVPR 2024UniGS: Unified Representation for Image Generation and Segmentation
- CVPR 2024UV-IDM: Identity-Conditioned Latent Diffusion Model for Face UV-Texture Generation
- CVPR 2024VecFusion: Vector Font Generation with Diffusion
- CVPR 2024Vector Graphics Generation via Mutually Impulsed Dual-domain Diffusion
- CVPR 2024Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation
- CVPR 2024WANDR: Intention-guided Human Motion Generation
- CVPR 2024Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation
- CVPR 2024When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation
- CVPR 20233D Neural Field Generation Using Triplane Diffusion
- CVPR 2023Adaptive Data-Free Quantization
- CVPR 2023AdaptiveMix: Improving GAN Training via Feature Space Shrinkage
- CVPR 2023ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction
- CVPR 2023AnchorFormer: Point Cloud Completion From Discriminative Nodes
- CVPR 2023Attribute-Preserving Face Dataset Anonymization via Latent Code Optimization
- CVPR 2023Backdoor Cleansing With Unlabeled Data
- CVPR 2023BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields
- CVPR 2023CF-Font: Content Fusion for Few-Shot Font Generation
- CVPR 2023CFA: Class-Wise Calibrated Fair Adversarial Training
- CVPR 2023CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes From Natural Language
- CVPR 2023Collaborative Diffusion for Multi-Modal Face Generation and Editing
- CVPR 2023Computational Flash Photography Through Intrinsics
- CVPR 2023Conditional Image-to-Video Generation With Latent Flow Diffusion Models
- CVPR 2023Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching
- CVPR 2023Controllable Mesh Generation Through Sparse Latent Point Diffusion Models
- CVPR 2023DA Wand: Distortion-Aware Selection Using Neural Mesh Parameterization
- CVPR 2023DAA: A Delta Age AdaIN Operation for Age Estimation via Binary Code Transformer
- CVPR 2023DeepVecFont-v2: Exploiting Transformers To Synthesize Vector Fonts With Higher Quality
- CVPR 2023Devil's on the Edges: Selective Quad Attention for Scene Graph Generation
- CVPR 2023DiffCollage: Parallel Generation of Large Content With Diffusion Models
- CVPR 2023Diffusion-Based Signed Distance Fields for 3D Shape Generation
- CVPR 2023Dimensionality-Varying Diffusion Process
- CVPR 2023DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-Aware Scene Synthesis
- CVPR 2023Disentangling Writer and Character Styles for Handwriting Generation
- CVPR 2023DrapeNet: Garment Generation and Self-Supervised Draping
- CVPR 2023Dual-Bridging With Adversarial Noise Generation for Domain Adaptive rPPG Estimation
- CVPR 2023DualVector: Unsupervised Vector Font Synthesis With Dual-Part Representation
- CVPR 2023Executing Your Commands via Motion Diffusion in Latent Space
- CVPR 2023Feature Representation Learning With Adaptive Displacement Generation and Transformer Fusion for Micro-Expression Recognition
- CVPR 2023FeatureBooster: Boosting Feature Descriptors With a Lightweight Neural Network
- CVPR 2023FLAG3D: A 3D Fitness Activity Dataset With Language Instruction
- CVPR 2023Freestyle Layout-to-Image Synthesis
- CVPR 2023Graph Transformer GANs for Graph-Constrained House Generation
- CVPR 2023High-Fidelity 3D Face Generation From Natural Language Descriptions
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。