Code Generation papers, 2023–2026
Program synthesis and code LLMs
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 2,161 papers are tagged with this topic.
Key findings
- Code Generation went from 210 papers in 2023 to 860 in 2026, roughly 4.1x in three years.
- NeurIPS publishes the most Code Generation work: 630 papers from 2023 to 2026, 29% of the four-venue total.
- The fastest-growing overlap is with AI Agents: papers tagged with both rose from 0 in 2023 to 93 in 2026.
- Among the 5 topics under Natural Language, it ranks #1 by 2026 paper count; the fastest grower in the group, Retrieval-Augmented Generation, is up 5.4x versus 4.1x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 29 | 55 | 31 | 95 | 210 |
| 2024 | 135 | 66 | 111 | 134 | 446 |
| 2025 | 230 | 164 | 79 | 172 | 645 |
| 2026 | 236 | 241 | 174 | 209 | 860 |
Representative papers
Spread across years and venues so every edition shows up
- 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
All Code Generation papers
172 papers, page 4 of 4
- CVPR 2025TexGarment: Consistent Garment UV Texture Generation via Efficient 3D Structure-Guided Diffusion Transformer
- CVPR 2025TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance
- CVPR 2025Three-view Focal Length Recovery From Homographies
- CVPR 2025TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation
- CVPR 2025TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
- CVPR 2025TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation
- CVPR 2025TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model
- CVPR 2025Tora: Trajectory-oriented Diffusion Transformer for Video Generation
- CVPR 2025Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
- CVPR 2025Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation
- CVPR 2025Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation
- CVPR 2025TreeMeshGPT: Artistic Mesh Generation with Autoregressive Tree Sequencing
- CVPR 2025Type-R: Automatically Retouching Typos for Text-to-Image Generation
- CVPR 2025UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing
- CVPR 2025UniScene: Unified Occupancy-centric Driving Scene Generation
- CVPR 2025Universal Scene Graph Generation
- CVPR 2025Unseen Visual Anomaly Generation
- CVPR 2025VIRES: Video Instance Repainting via Sketch and Text Guided Generation
- CVPR 2025Volumetrically Consistent 3D Gaussian Rasterization
- CVPR 2025WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images
- CVPR 2025WonderWorld: Interactive 3D Scene Generation from a Single Image
- CVPR 2025ZoomLDM: Latent Diffusion Model for Multi-scale Image Generation
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FAQ
- How many Code Generation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 2,161 in total: 210 in 2023, 446 in 2024, 645 in 2025, 860 in 2026.
- How many Code Generation papers are at NeurIPS 2026?
- NeurIPS 2026 has 236 Code Generation papers, versus 230 the year before.
- How many Code Generation papers are at ICLR 2026?
- ICLR 2026 has 241 Code Generation papers, versus 164 the year before.
- How many Code Generation papers are at ICML 2026?
- ICML 2026 has 174 Code Generation papers, versus 79 the year before.
- How many Code Generation papers are at CVPR 2026?
- CVPR 2026 has 209 Code Generation papers, versus 172 the year before.
- Which conference publishes the most Code Generation papers?
- NeurIPS, with 630 papers from 2023 to 2026.