代码大模型 / AI 编程

SemanticForge: Repository-Level Code Generation through Semantic Knowledge Graphs and Constraint Satisfaction

Wuyang Zhang, Chenkai Zhang, Zhen Luo, Jianming Ma, Wangming Yuan, Chuqiao Gu, Chenwei Feng

机构 * Department of Elec.&Comp. Science, University of Massachusetts Amherst（马萨诸塞大学阿姆赫斯特分校电子与计算机科学系） ； Department of Computer Sys. Engineering, Northeastern University（东北大学计算机系统工程系） ； Department of Computer Science, George Mason University（乔治·梅森大学计算机科学系） ； Department of Info. Networking Institude, Carnegie Mellon University（卡内基梅隆大学信息网络研究所） ； Department of Computer & Mathematical Sciences, Auckland University of Technology（奥克兰理工大学计算机与数学科学系） 纠错

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

Journal ref INNO-PRESS: Journal of Emerging Applied AI, 2025

Smarter Together: Creating Agentic Communities of Practice through Shared Experiential Learning

Valentin Tablan, Scott Taylor, Gabriel Hurtado, Kristoffer Bernhem, Anders Uhrenholt, Gabriele Farei, Karo Moilanen

机构 * The Memory Company（记忆公司） ； Moonsong Labs, Inc.（Moonsong实验室） 纠错

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

Comments 24 pages

Lost in Code Generation: Reimagining the Role of Software Models in AI-driven Software Engineering

Jürgen Cito, Dominik Bork

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

Comments Updated the bibliography to remove a few incorrect references and ensure all citations are accurate

RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents

Chengquan Guo, Chulin Xie, Yu Yang, Zhaorun Chen, Zinan Lin, Xander Davies, Yarin Gal, Dawn Song, Bo Li

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

SOCIA-$\nabla$: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation

Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, Flora D. Salim

机构 * School of Computer Science Engineering, University of New South Wales（计算机科学工程学院，新南威尔士大学） 纠错

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

Comments 11 pages, 1 figure, 2 tables. The paper is under review

REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing

Kangqi Chen, Andreas Kosmas Kakolyris, Rakesh Nadig, Manos Frouzakis, Nika Mansouri Ghiasi, Yu Liang, Haiyu Mao, Jisung Park, Mohammad Sadrosadati, Onur Mutlu

机构 * ETH Zürich（苏黎世联邦理工学院） ； King’s College London（伦敦国王学院） ； POSTECH 纠错

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL

Comments Extended version of our publication at the 52nd International Symposium on Computer Architecture (ISCA-52), 2025

Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering

Larissa Pusch, Tim O. F. Conrad

机构 * Zuse Institute Berlin（柏林泽尼茨研究所） 纠错

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL

A Small Leak Sinks All: Exploring the Transferable Vulnerability of Source Code Models

Weiye Li, Wenyi Tang

专题命中 代码评测 ：code model(title,abstract)；分类 cs.SE

Dynamic Stability of LLM-Generated Code

Prateek Rajput, Abdoul Aziz Bonkoungou, Yewei Song, Abdoul Kader Kabore, Iyiola E. Olatunji, Jacques Klein, Tegewende Bissyande

机构 * University of Luxembourg（卢森堡大学） 纠错

专题命中 代码评测 ：code generation(abstract)；分类 cs.SE、cs.AI、cs.PL

Comments 10 pages, 8 figures

Smart but Costly? Benchmarking LLMs on Functional Accuracy and Energy Efficiency

Mohammadjavad Mehditabar, Saurabhsingh Rajput, Antonio Mastropaolo, Tushar Sharma

专题命中 代码评测 ：code generation(abstract)；分类 cs.SE

Learning Selection Cuts With Gradients

Mike Hance, Juan Robles

专题命中 仓库级理解 ：repository(abstract)

Comments 14 pages, 8 figures

Journal ref SciPost Phys. Core 8, 079 (2025)

Star Log-extended eMulation: a method for efficient computation of the Tolman-Oppenheimer-Volkoff equations

Sudhanva Lalit, Alexandra C. Semposki, Joshua M. Maldonado

专题命中 仓库级理解 ：repository(abstract)

Comments 13 pages, 3 figures, 4 tables

Journal ref Phys. Rev. Research 7, 043037, 2025