Code Generation papers, 2023–2026

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.

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

29 papers, page 1 of 1

1. NeurIPS 2023ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers
2. NeurIPS 2023Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
3. NeurIPS 2023ANPL: Towards Natural Programming with Interactive Decomposition
4. NeurIPS 2023Arbitrarily Scalable Environment Generators via Neural Cellular Automata
5. NeurIPS 2023Beyond MLE: Convex Learning for Text Generation
6. NeurIPS 2023CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
7. NeurIPS 2023Debiasing Scores and Prompts of 2D Diffusion for View-consistent Text-to-3D Generation
8. NeurIPS 2023Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought
9. NeurIPS 2023Enhancing Robot Program Synthesis Through Environmental Context
10. NeurIPS 2023EvoPrompting: Language Models for Code-Level Neural Architecture Search
11. NeurIPS 2023FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy
12. NeurIPS 2023FaceComposer: A Unified Model for Versatile Facial Content Creation
13. NeurIPS 2023Improving Diffusion-Based Image Synthesis with Context Prediction
14. NeurIPS 2023InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
15. NeurIPS 2023Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
16. NeurIPS 2023LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
17. NeurIPS 2023Language-driven Scene Synthesis using Multi-conditional Diffusion Model
18. NeurIPS 2023MarioGPT: Open-Ended Text2Level Generation through Large Language Models
19. NeurIPS 2023MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
20. NeurIPS 2023Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context
21. NeurIPS 2023MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion
22. NeurIPS 2023Non-autoregressive Machine Translation with Probabilistic Context-free Grammar
23. NeurIPS 2023Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions
24. NeurIPS 2023SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models
25. NeurIPS 2023Simple and Controllable Music Generation
26. NeurIPS 2023SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
27. NeurIPS 2023Towards Symmetry-Aware Generation of Periodic Materials
28. NeurIPS 2023Uncovering and Quantifying Social Biases in Code Generation
29. NeurIPS 2023XAGen: 3D Expressive Human Avatars Generation

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.