代码大模型 / AI 编程

Security Degradation in Iterative AI Code Generation -- A Systematic Analysis of the Paradox

Shivani Shukla, Himanshu Joshi, Romilla Syed

机构 * Department of Analytics and Information Systems（分析与信息系统系） ； University of San Francisco（旧金山大学） ； Department of Applied AI and Industry Innovation（应用人工智能与产业创新系） ； Vector Institute for Artificial Intelligence（人工智能研究院） ； Department of Management Science and Information Systems（管理科学与信息系统系） ； University of Massachusetts Boston（马萨诸塞大学波士顿分校） 纠错

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

Comments Keywords - Large Language Models, Security Vulnerabilities, AI-Generated Code, Iterative Feedback, Software Security, Secure Coding Practices, Feedback Loops, LLM Prompting Strategies

A Survey on LLM-based Code Generation for Low-Resource and Domain-Specific Programming Languages

Sathvik Joel, Jie JW Wu, Fatemeh H. Fard

机构 * Indian Institute of Technology Madras, Chennai（印度理工学院马德拉斯分校，钦奈） ； University of British Columbia, Kelowna（不列颠哥伦比亚大学，克洛维纳） 纠错

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

Comments 64 pages, 3 figures, 15 tables. Accepted in ACM Transactions on Software Engineering and Methodology (TOSEM)

Learn Globally, Speak Locally: Bridging the Gaps in Multilingual Reasoning

Jaedong Hwang, Kumar Tanmay, Seok-Jin Lee, Ayush Agrawal, Hamid Palangi, Kumar Ayush, Ila Fiete, Paul Pu Liang

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

HD-PiSSA: High-Rank Distributed Orthogonal Adaptation

Yiding Wang, Fauxu Meng, Xuefeng Zhang, Fan Jiang, Pingzhi Tang, Muhan Zhang

机构 * Institute for Artificial Intelligence, Peking University（人工智能学院，北京大学） ； Yuanpei College, Peking University（元培学院，北京大学） ； State Key Laboratory of General Artificial Intelligence, BIGAI（通用人工智能国家重点实验室，BIGAI） 纠错

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

Can Code Language Models Learn Clarification-Seeking Behaviors?

Jie JW Wu, Manav Chaudhary, Davit Abrahamyan, Arhaan Khaku, Anjiang Wei, Fatemeh H. Fard

机构 * Michigan Technological University（密歇根技术大学） ； Indian Institute of Information Technology (IIIT)（印度信息科技研究所） ； University of California, San Diego (UCSD)（加州大学圣地亚哥分校） ； University of British Columbia（不列颠哥伦比亚大学） ； Stanford University（斯坦福大学） 纠错

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

PSRT: Accelerating LRM-based Guard Models via Prefilled Safe Reasoning Traces

Jiawei Zhao, Yuang Qi, Weiming Zhang, Nenghai Yu, Kejiang Chen

专题命中 代码生成 ：code generation(abstract)

Twins in relativistic spacetimes: dispelling some misconceptions

T. A. A. da Câmara, P. S. Lemos, M. O. Calvão, F. D. Sasse

专题命中 软件智能体 ：repository(abstract)

Comments 23 pages, 13 figures

Journal ref Rev. Bras. Ensino Fis. 47, e20250049 (2025)

Safety and Security Analysis of Large Language Models: Benchmarking Risk Profile and Harm Potential

Charankumar Akiri, Harrison Simpson, Kshitiz Aryal, Aarav Khanna, Maanak Gupta

专题命中 代码评测 ：code generation(abstract)

WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning

Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Junting Pan, Mingjie Zhan, Hongsheng Li

机构 * Multimedia Laboratory (MMLab)（多媒体实验室） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Developing Strategies to Increase Capacity in AI Education

Noah Q. Cowit, Sri Yash Tadimalla, Stephanie T. Jones, Mary Lou Maher, Tracy Camp, Enrico Pontelli

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

Comments This is a 40 page report prepared by the CRA based on 32 virtual roundtable discussions with 202 experts committed to developing AI Education from varied backgrounds

SEDM: Scalable Self-Evolving Distributed Memory for Agents

Haoran Xu, Jiacong Hu, Ke Zhang, Lei Yu, Yuxin Tang, Xinyuan Song, Yiqun Duan, Lynn Ai, Bill Shi

机构 * Gradient Zhejiang University（Gradient浙江大学） ； Gradient South China University of Technology（Gradient南方科技大学） ； Gradient Waseda University（Gradient武藏大学） ； Gradient University of Toronto（Gradient多伦多大学） ； Gradient Rice University（Gradient里士满大学） ； Gradient Emory University（Gradient埃默里大学） ； Gradient University of Technology Sydney（Gradient悉尼技术大学） 纠错

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

The Local Volume Database: a library of the observed properties of nearby dwarf galaxies and star clusters

Andrew B. Pace

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 22 pages, 13 figures, Published in the Open Journal of Astrophysics, GitHub repository and catalogs are available at https://github.com/apace7/local_volume_database

Data Version Management and Machine-Actionable Reproducibility for HPC

Andreas Knüpfer, Timothy J. Callow

专题命中 仓库级理解 ：repository(abstract)

Comments Under review

QUBOLite: A lightweigth Python toolkit for QUBO

Sascha Mücke, Thore Gerlach, Nico Piatkowski, Lukas Theißinger

专题命中 仓库级理解 ：repository(abstract)