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

Papers per year

Papers per venue

Counts by year and venue

Code Generation papers by year and venue
YearNeurIPSICLRICMLCVPRTotal
202329553195210
202413566111134446
202523016479172645
2026236241174209860

Representative papers

Spread across years and venues so every edition shows up

All Code Generation papers

YearAll2023202420252026
VenueAllNeurIPSICLRICMLCVPR

2,161 papers, page 36 of 44

  1. ICML 2024Graph Generation with Diffusion Mixture
  2. ICML 2024Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation
  3. ICML 2024Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis
  4. ICML 2024HumanTOMATO: Text-aligned Whole-body Motion Generation
  5. ICML 2024Hyperbolic Geometric Latent Diffusion Model for Graph Generation
  6. ICML 2024IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation
  7. ICML 2024Improving Open-Ended Text Generation via Adaptive Decoding
  8. ICML 2024In value-based deep reinforcement learning, a pruned network is a good network
  9. ICML 2024Instruction Tuning for Secure Code Generation
  10. ICML 2024KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation
  11. ICML 2024LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits
  12. ICML 2024Language Generation with Strictly Proper Scoring Rules
  13. ICML 2024Learning Linear Block Error Correction Codes
  14. ICML 2024Learning to Compile Programs to Neural Networks
  15. ICML 2024Learning Universal Predictors
  16. ICML 2024Lookbehind-SAM: k steps back, 1 step forward
  17. ICML 2024Magicoder: Empowering Code Generation with OSS-Instruct
  18. ICML 2024MEMORYLLM: Towards Self-Updatable Large Language Models
  19. ICML 2024MILP-FBGen: LP/MILP Instance Generation with Feasibility/Boundedness
  20. ICML 2024Model-Based Minimum Bayes Risk Decoding for Text Generation
  21. ICML 2024MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation
  22. ICML 2024Multicalibration for Confidence Scoring in LLMs
  23. ICML 2024Neural Networks Learn Statistics of Increasing Complexity
  24. ICML 2024NExT: Teaching Large Language Models to Reason about Code Execution
  25. ICML 2024O$n$ Learning Deep O($n$)-Equivariant Hyperspheres
  26. ICML 2024Online Speculative Decoding
  27. ICML 2024PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition
  28. ICML 2024Partially Stochastic Infinitely Deep Bayesian Neural Networks
  29. ICML 2024PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation
  30. ICML 2024Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
  31. ICML 2024Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models
  32. ICML 2024Protein Conformation Generation via Force-Guided SE(3) Diffusion Models
  33. ICML 2024Proteus: Exploring Protein Structure Generation for Enhanced Designability and Efficiency
  34. ICML 2024Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation
  35. ICML 2024RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation
  36. ICML 2024Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion
  37. ICML 2024ReGAL: Refactoring Programs to Discover Generalizable Abstractions
  38. ICML 2024Repoformer: Selective Retrieval for Repository-Level Code Completion
  39. ICML 2024RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
  40. ICML 2024Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
  41. ICML 2024Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency
  42. ICML 2024SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code
  43. ICML 2024Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
  44. ICML 2024Self-Infilling Code Generation
  45. ICML 2024Semantic-Aware Human Object Interaction Image Generation
  46. ICML 2024SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
  47. ICML 2024Soft Prompt Recovers Compressed LLMs, Transferably
  48. ICML 2024Stay on Topic with Classifier-Free Guidance
  49. ICML 2024Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
  50. ICML 2024StrokeNUWA—Tokenizing Strokes for Vector Graphic Synthesis

Ask about this trend from Claude or Cursor

Connect the Paperlist MCP and your assistant can pull the numbers on this page while you draft a survey, pick a direction or plan a submission: papers per year and venue, growth, the fastest-rising sub-themes and representative papers, shaped around your question.

Copy this prompt into your assistant

Use paperlist to show how Code Generation papers grew at NeurIPS from 2023 to 2026, and which year jumped the most.

Tool the assistant calls: get_topic_stats {"topic": "code-generation"}

Set up Paperlist MCP in two minutes (Claude Code, Cursor, Codex, ChatGPT)

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.

More in Natural Language