AI Agent

UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging

Cheryl Lee, Chunqiu Steven Xia, Longji Yang, Jen-tse Huang, Zhouruixin Zhu, Lingming Zhang, Michael R. Lyu

专题命中 软件智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.SE

Comments Accepted by EMNLP'25, Main Poster

AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection

Peiran Wang, Yang Liu, Yunfei Lu, Yifeng Cai, Hongbo Chen, Qingyou Yang, Jie Zhang, Jue Hong, Ye Wu

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.AI、cs.CL、cs.LG

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 软件智能体 ：agent(title,abstract)；分类 cs.SE

CORGI: Efficient Pattern Matching With Quadratic Guarantees

Daniel Weitekamp

机构 * School of Interactive Computing, Georgia Tech, Atlanta, GA 30332 USA（交互计算学院，佐治亚理工学院，亚特兰大，GA 30332 USA） 纠错

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

Journal ref Conference on Advances in Cognitive Systems (2025) 212-225

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

Jeremiah Bohr

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

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

Teaching Longitudinal Linear Mixed Models End-to-End: A Reproducible Case Study in Mouse Body-Weight Growth

Sunday A. Adetunji

专题命中 软件智能体 ：workflow(abstract)

Comments 42 pages, 5 figures, 7 tables. Includes fully reproducible R code and teaching materials for longitudinal linear mixed models using a mouse body-weight case study

Divide and Merge: Motion and Semantic Learning in End-to-End Autonomous Driving

Yinzhe Shen, Omer Sahin Tas, Kaiwen Wang, Royden Wagner, Christoph Stiller

专题命中 软件智能体 ：planning(abstract)

Journal ref Transactions on Machine Learning Research (2025)