代码大模型 / AI 编程

GramTrans: A Better Code Representation Approach in Code Generation

Zhao Zhang, Qingyuan Liang, Zeyu Sun, Yizhou Chen, Guoqing Wang, Yican Sun, Lu Zhang, Ge Li, Yingfei Xiong

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

cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree

Yilin Zhang, Xinran Zhao, Zora Zhiruo Wang, Chenyang Yang, Jiayi Wei, Tongshuang Wu

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

Investigating The Smells of LLM Generated Code

Debalina Ghosh Paul, Hong Zhu, Ian Bayley

机构 * School of Engineering, Computing and Mathematics, Oxford Brookes University（工程、计算与数学学院，奥克斯福德布鲁克斯大学） 纠错

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

Mechanistic Interpretability of Code Correctness in LLMs via Sparse Autoencoders

Kriz Tahimic, Charibeth Cheng

机构 * College of Computer Studies（计算机科学学院） 纠错

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

CoDA: Agentic Systems for Collaborative Data Visualization

Zichen Chen, Jiefeng Chen, Sercan Ö. Arik, Misha Sra, Tomas Pfister, Jinsung Yoon

机构 * Google Cloud AI Research（谷歌云人工智能研究） ； University of California, Santa Barbara（加州大学圣巴bara分校） 纠错

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

Comments 31 pages, 6 figures, 5 tables

Model-Agnostic Correctness Assessment for LLM-Generated Code via Dynamic Internal Representation Selection

Thanh Trong Vu, Tuan-Dung Bui, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo

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

Programming with Pixels: Can Computer-Use Agents do Software Engineering?

Pranjal Aggarwal, Sean Welleck

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 软件智能体 ：coding agent(abstract)；分类 cs.SE、cs.LG

Automated Repair of OpenID Connect Programs (Extended Version)

Tamjid Al Rahat, Yanju Chen, Yu Feng, Yuan Tian

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments This is an extended version. The original paper is accepted to ASE 2025

Enhancing repository-level software repair via repository-aware knowledge graphs

Boyang Yang, Jiadong Ren, Shunfu Jin, Yang Liu, Feng Liu, Bach Le, Haoye Tian

专题命中 仓库级理解 ：repository(title,abstract)；分类 cs.SE