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 9 / 13 页
- CVPR 2024CoDe: An Explicit Content Decoupling Framework for Image Restoration
- CVPR 2024CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation
- CVPR 2024Condition-Aware Neural Network for Controlled Image Generation
- CVPR 2024Constrained Layout Generation with Factor Graphs
- CVPR 2024ControlRoom3D: Room Generation using Semantic Proxy Rooms
- CVPR 2024Correcting Diffusion Generation through Resampling
- CVPR 2024DanceCamera3D: 3D Camera Movement Synthesis with Music and Dance
- CVPR 2024DemoCaricature: Democratising Caricature Generation with a Rough Sketch
- CVPR 2024DemoFusion: Democratising High-Resolution Image Generation With No $$$
- CVPR 2024Desigen: A Pipeline for Controllable Design Template Generation
- CVPR 2024Design2Cloth: 3D Cloth Generation from 2D Masks
- CVPR 2024DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation
- CVPR 2024Diffusion Time-step Curriculum for One Image to 3D Generation
- CVPR 2024DisCo: Disentangled Control for Realistic Human Dance Generation
- CVPR 2024Discriminative Probing and Tuning for Text-to-Image Generation
- CVPR 2024DreamComposer: Controllable 3D Object Generation via Multi-View Conditions
- CVPR 2024DreamSalon: A Staged Diffusion Framework for Preserving Identity-Context in Editable Face Generation
- CVPR 2024DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation
- CVPR 2024EGTR: Extracting Graph from Transformer for Scene Graph Generation
- CVPR 2024ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation
- CVPR 2024Emu Edit: Precise Image Editing via Recognition and Generation Tasks
- CVPR 2024FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation
- CVPR 2024FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models
- CVPR 2024FlowVQTalker: High-Quality Emotional Talking Face Generation through Normalizing Flow and Quantization
- CVPR 2024FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition
- CVPR 2024FreeU: Free Lunch in Diffusion U-Net
- CVPR 2024From Correspondences to Pose: Non-minimal Certifiably Optimal Relative Pose without Disambiguation
- CVPR 2024Gaussian Shell Maps for Efficient 3D Human Generation
- CVPR 2024Generalizable Face Landmarking Guided by Conditional Face Warping
- CVPR 2024Generate Like Experts: Multi-Stage Font Generation by Incorporating Font Transfer Process into Diffusion Models
- CVPR 2024Generating Illustrated Instructions
- CVPR 2024Generating Non-Stationary Textures using Self-Rectification
- CVPR 2024GLACE: Global Local Accelerated Coordinate Encoding
- CVPR 2024High-fidelity Person-centric Subject-to-Image Synthesis
- CVPR 2024HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation
- CVPR 2024Holodeck: Language Guided Generation of 3D Embodied AI Environments
- CVPR 2024HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation
- CVPR 2024HumanRef: Single Image to 3D Human Generation via Reference-Guided Diffusion
- CVPR 2024HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation
- CVPR 2024Hyperspherical Classification with Dynamic Label-to-Prototype Assignment
- CVPR 2024Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation
- CVPR 2024Instance-level Expert Knowledge and Aggregate Discriminative Attention for Radiology Report Generation
- CVPR 2024InstanceDiffusion: Instance-level Control for Image Generation
- CVPR 2024InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning
- CVPR 2024Interactive3D: Create What You Want by Interactive 3D Generation
- CVPR 2024InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion
- CVPR 2024JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients
- CVPR 2024Joint2Human: High-Quality 3D Human Generation via Compact Spherical Embedding of 3D Joints
- CVPR 2024Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis
- CVPR 2024Learned Representation-Guided Diffusion Models for Large-Image Generation
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。