代码大模型 / AI 编程

RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation

Qingyao Li, Wei Xia, Kounianhua Du, Xinyi Dai, Ruiming Tang, Yasheng Wang, Yong Yu, Weinan Zhang

机构 * Shanghai Jiao Tong University（上海交通大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

专题命中 代码生成 ：code generation(title,abstract)；分类 cs.SE、cs.CL

TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models

Florian Tambon, Amin Nikanjam, Cyrine Zid, Foutse Khomh, Giuliano Antoniol

机构 * SnT, University of Luxembourg（卢森堡大学SnT研究所） ； Huawei Distributed Scheduling and Data Engine Lab（华为分布式调度与数据引擎实验室） 纠错

专题命中 代码生成 ：code generation(title,abstract)；分类 cs.SE、cs.AI

Comments Accepted ACM Transactions on Software Engineering and Methodology

REvolution: An Evolutionary Framework for RTL Generation driven by Large Language Models

Kyungjun Min, Kyumin Cho, Junhwan Jang, Seokhyeong Kang

机构 * Department of Electrical Engineering, Pohang University of Science and Technology（电子工程系，釜山科学技术大学） 纠错

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments Accepted for publication at the 2026 Asia and South Pacific Design Automation Conference (ASP-DAC)

GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization

Stefan Abi-Karam, Cong Hao

机构 * School of Electrical and Computer Engineering, Georgia Institute of Technology（电气与计算机工程学院，佐治亚理工学院） ； Georgia Tech Research Institute（佐治亚理工研究机构） 纠错

专题命中 代码生成 ：code generation(abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 7 figures, 4 tables, 3 listings

Learning to Focus: Causal Attention Distillation via Gradient-Guided Token Pruning

Yiju Guo, Wenkai Yang, Zexu Sun, Ning Ding, Zhiyuan Liu, Yankai Lin

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL

Comments Accepted at NeurIPS 2025, camera-ready version