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

446 papers, page 3 of 9

101. CVPR 2024Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement
102. CVPR 2024SemCity: Semantic Scene Generation with Triplane Diffusion
103. CVPR 2024Shadow Generation for Composite Image Using Diffusion Model
104. CVPR 2024Sherpa3D: Boosting High-Fidelity Text-to-3D Generation via Coarse 3D Prior
105. CVPR 2024Single Mesh Diffusion Models with Field Latents for Texture Generation
106. CVPR 2024Single-View Scene Point Cloud Human Grasp Generation
107. CVPR 2024Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
108. CVPR 2024Spatio-Temporal Turbulence Mitigation: A Translational Perspective
109. CVPR 2024SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream
110. CVPR 2024SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
111. CVPR 2024Stratified Avatar Generation from Sparse Observations
112. CVPR 2024Style Aligned Image Generation via Shared Attention
113. CVPR 2024StyleCineGAN: Landscape Cinemagraph Generation using a Pre-trained StyleGAN
114. CVPR 2024SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
115. CVPR 2024Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
116. CVPR 2024Taming Mode Collapse in Score Distillation for Text-to-3D Generation
117. CVPR 2024Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions
118. CVPR 2024Text-Guided 3D Face Synthesis - From Generation to Editing
119. CVPR 2024Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors
120. CVPR 2024Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation
121. CVPR 2024TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process
122. CVPR 2024Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation
123. CVPR 2024Towards Automated Movie Trailer Generation
124. CVPR 2024Towards Realistic Scene Generation with LiDAR Diffusion Models
125. CVPR 2024Towards Variable and Coordinated Holistic Co-Speech Motion Generation
126. CVPR 2024Training-Free Pretrained Model Merging
127. CVPR 2024UniGS: Unified Representation for Image Generation and Segmentation
128. CVPR 2024UV-IDM: Identity-Conditioned Latent Diffusion Model for Face UV-Texture Generation
129. CVPR 2024VecFusion: Vector Font Generation with Diffusion
130. CVPR 2024Vector Graphics Generation via Mutually Impulsed Dual-domain Diffusion
131. CVPR 2024Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation
132. CVPR 2024WANDR: Intention-guided Human Motion Generation
133. CVPR 2024Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation
134. CVPR 2024When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation
135. ICLR 2024$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
136. ICLR 2024A Branching Decoder for Set Generation
137. ICLR 2024A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
138. ICLR 2024A Simple and Scalable Representation for Graph Generation
139. ICLR 2024Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
140. ICLR 2024An interpretable error correction method for enhancing code-to-code translation
141. ICLR 2024Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations
142. ICLR 2024At Which Training Stage Does Code Data Help LLMs Reasoning?
143. ICLR 2024AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
144. ICLR 2024Batched Low-Rank Adaptation of Foundation Models
145. ICLR 2024Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain
146. ICLR 2024Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
147. ICLR 2024CODE REPRESENTATION LEARNING AT SCALE
148. ICLR 2024CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
149. ICLR 2024Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
150. ICLR 2024Controlled Text Generation via Language Model Arithmetic

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.