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 2,161 篇，第 41 / 44 页
- CVPR 2023LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
- CVPR 2023Learning Compact Representations for LiDAR Completion and Generation
- CVPR 2023LipFormer: High-Fidelity and Generalizable Talking Face Generation With a Pre-Learned Facial Codebook
- CVPR 2023MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis
- CVPR 2023Make-a-Story: Visual Memory Conditioned Consistent Story Generation
- CVPR 2023MaskSketch: Unpaired Structure-Guided Masked Image Generation
- CVPR 2023MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation
- CVPR 2023METransformer: Radiology Report Generation by Transformer With Multiple Learnable Expert Tokens
- CVPR 2023MIME: Human-Aware 3D Scene Generation
- CVPR 2023MoDi: Unconditional Motion Synthesis From Diverse Data
- CVPR 2023MoStGAN-V: Video Generation With Temporal Motion Styles
- CVPR 2023Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis
- CVPR 2023NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects
- CVPR 2023Neural Scene Chronology
- CVPR 2023Neural Texture Synthesis With Guided Correspondence
- CVPR 2023Neural Transformation Fields for Arbitrary-Styled Font Generation
- CVPR 2023NeuralField-LDM: Scene Generation With Hierarchical Latent Diffusion Models
- CVPR 2023NoisyTwins: Class-Consistent and Diverse Image Generation Through StyleGANs
- CVPR 2023Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation
- CVPR 2023OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
- CVPR 2023Patch-Based 3D Natural Scene Generation From a Single Example
- CVPR 2023Picture That Sketch: Photorealistic Image Generation From Abstract Sketches
- CVPR 2023Private Image Generation With Dual-Purpose Auxiliary Classifier
- CVPR 2023Prototype-Based Embedding Network for Scene Graph Generation
- CVPR 2023QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation
- CVPR 2023Randomized Adversarial Training via Taylor Expansion
- CVPR 2023Re-GAN: Data-Efficient GANs Training via Architectural Reconfiguration
- CVPR 2023ReCo: Region-Controlled Text-to-Image Generation
- CVPR 2023Representing Volumetric Videos As Dynamic MLP Maps
- CVPR 2023RIATIG: Reliable and Imperceptible Adversarial Text-to-Image Generation With Natural Prompts
- CVPR 2023Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation
- CVPR 2023SeaThru-NeRF: Neural Radiance Fields in Scattering Media
- CVPR 2023Seeing a Rose in Five Thousand Ways
- CVPR 2023SIM: Semantic-Aware Instance Mask Generation for Box-Supervised Instance Segmentation
- CVPR 2023Solving Relaxations of MAP-MRF Problems: Combinatorial In-Face Frank-Wolfe Directions
- CVPR 2023SpaText: Spatio-Textual Representation for Controllable Image Generation
- CVPR 2023TAPS3D: Text-Guided 3D Textured Shape Generation From Pseudo Supervision
- CVPR 2023Topology-Guided Multi-Class Cell Context Generation for Digital Pathology
- CVPR 2023Towards Accurate Image Coding: Improved Autoregressive Image Generation With Dynamic Vector Quantization
- CVPR 2023Towards Unified Scene Text Spotting Based on Sequence Generation
- CVPR 2023UDE: A Unified Driving Engine for Human Motion Generation
- CVPR 2023Unbiased Scene Graph Generation in Videos
- CVPR 2023UniDexGrasp: Universal Robotic Dexterous Grasping via Learning Diverse Proposal Generation and Goal-Conditioned Policy
- CVPR 2023Unifying Layout Generation With a Decoupled Diffusion Model
- CVPR 2023VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization
- CVPR 2023Where Is My Spot? Few-Shot Image Generation via Latent Subspace Optimization
- ICLR 20233D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction
- ICLR 20233D generation on ImageNet
- ICLR 2023An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
- ICLR 2023Ask Me Anything: A simple strategy for prompting language models
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。