Code Generation

ICLR 2024arXiv:2311.14904

#2

LLM-Assisted Code Cleaning For Training Accurate Code Generators

Naman Jain, Tianjun Zhang, Wei-Lin Chiang et al.

43

ICLR 2025arXiv:2410.05340

#3

Generating CAD Code with Vision-Language Models for 3D Designs

Kamel Alrashedy, Pradyumna Tambwekar, Zulfiqar Haider Zaidi et al.

24

ICML 2025arXiv:2408.09121

#4

Selective Prompt Anchoring for Code Generation

Yuan Tian, Tianyi Zhang

7

ICML 2025arXiv:2410.10209

#5

EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning

Dong HUANG, Guangtao Zeng, Jianbo Dai et al.

5

AAAI 2025arXiv:2502.03843

#6

Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis

Lin Yuan, Jun Xu, Honghao Gui et al.

2

AAAI 2025arXiv:2406.15695

#7

SS-GEN: A Social Story Generation Framework with Large Language Models

Yi Feng, Mingyang Song, Jiaqi Wang et al.

AAAI 2025arXiv:2405.16133

#8

Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting

Tong Ye, Yangkai Du, Tengfei Ma et al.

language model reasoningcode-driven reasoningpseudocode generationcode emulation+4

#9

Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Chengshu Li, Jacky Liang, Andy Zeng et al.

ICML 2024

ICLR 2024arXiv:2306.08568

#10

WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Ziyang Luo, Can Xu, Pu Zhao et al.

CVPR 2025arXiv:2411.17673

#11

AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement

Pranjal Aggarwal, Bryan Parno, Sean Welleck

EpiCoder: Encompassing Diversity and Complexity in Code Generation

Yaoxiang Wang, Haoling Li, Xin Zhang et al.

SketchAgent: Language-Driven Sequential Sketch Generation

Yael Vinker, Tamar Rott Shaham, Kristine Zheng et al.

sequential sketch generationmultimodal large language modelslanguage-driven interactionvector graphics rendering+3

NeurIPS 2025arXiv:2505.03733

#14

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch

Zimu Lu, Yunqiao Yang, Houxing Ren et al.

website generationllm-based agentscode generation benchmarkweb navigation agent+4

#15

CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair

Mingjie Liu, Yun-Da Tsai, Wenfei Zhou et al.

Execution Guided Line-by-Line Code Generation

Boaz Lavon, Shahar Katz, Lior Wolf

NeurIPS 2025