代码大模型 / AI 编程

Show and Tell: Prompt Strategies for Style Control in Multi-Turn LLM Code Generation

Jeremiah Bohr

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

Comments 23 pages, 2 figures, 3 tables. Under review

From Legacy Fortran to Portable Kokkos: An Autonomous Agentic AI Workflow

Sparsh Gupta, Kamalavasan Kamalakkannan, Maxim Moraru, Galen Shipman, Patrick Diehl

机构 * Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） ； Franklin W. Olin College of Engineering（弗兰克林·W·奥林工程学院） 纠错

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

Comments 12 pages, 6 figures, 7 tables

SWE-Sharp-Bench: A Reproducible Benchmark for C# Software Engineering Tasks

Sanket Mhatre, Yasharth Bajpai, Sumit Gulwani, Emerson Murphy-Hill, Gustavo Soares

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

Keeping Code-Aware LLMs Fresh: Full Refresh, In-Context Deltas, and Incremental Fine-Tuning

Pradeep Kumar Sharma, Ishaan Puri, Mantinder Jit Singh, Swapnil Shivaprasad, Hritvik Shrivastava

专题命中 代码评测 ：repository(abstract)；分类 cs.SE、cs.AI、cs.LG

LoCoBench-Agent: An Interactive Benchmark for LLM Agents in Long-Context Software Engineering

Jielin Qiu, Zuxin Liu, Zhiwei Liu, Rithesh Murthy, Jianguo Zhang, Haolin Chen, Shiyu Wang, Ming Zhu, Liangwei Yang, Juntao Tan, Roshan Ram, Akshara Prabhakar, Tulika Awalgaonkar, Zixiang Chen, Zhepeng Cen, Cheng Qian, Shelby Heinecke, Weiran Yao, Silvio Savarese, Caiming Xiong, Huan Wang

机构 * Salesforce AI Research（Salesforce AI研究院） 纠错

专题命中 代码评测 ：coding agent(abstract)；分类 cs.SE、cs.AI

Comments 54-pages

GraphCodeAgent: Dual Graph-Guided LLM Agent for Retrieval-Augmented Repo-Level Code Generation

Jia Li, Xianjie Shi, Kechi Zhang, Ge Li, Zhi Jin, Lei Li, Huangzhao Zhang, Jia Li, Fang Liu, Yuwei Zhang, Zhengwei Tao, Yihong Dong, Yuqi Zhu, Chongyang Tao

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

Tele-LLM-Hub: Building Context-Aware Multi-Agent LLM Systems for Telecom Networks

Pranshav Gajjar, Cong Shen, Vijay K Shah

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

Melodia: Training-Free Music Editing Guided by Attention Probing in Diffusion Models

Yi Yang, Haowen Li, Tianxiang Li, Boyu Cao, Xiaohan Zhang, Liqun Chen, Qi Liu

专题命中 仓库级理解 ：repository(abstract)

Comments AAAI 2026 (Oral)

Inside VOLT: Designing an Open-Source GPU Compiler

Shinnung Jeong, Chihyo Ahn, Huanzhi Pu, Jisheng Zhao, Hyesoon Kim, Blaise Tine

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Comments 11 pages, 10 figures, two tables, two algorithms