AI Agent

ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding

Yuhang Li, Chenchen Zhang, Ruilin Lv, Ao Liu, Ken Deng, Yuanxing Zhang, Jiaheng Liu, Wiggin Zhou, Bo Zhou

机构 * LLM Department, Tencent（腾讯大语言模型部门） ； Peking University（北京大学） ； Nanjing University（南京大学） 纠错

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

DebugTA: An LLM-Based Agent for Simplifying Debugging and Teaching in Programming Education

Lingyue Fu, Haowei Yuan, Datong Chen, Xinyi Dai, Qingyao Li, Weinan Zhang, Weiwen Liu, Yong Yu

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

SLEAN: Simple Lightweight Ensemble Analysis Network for Multi-Provider LLM Coordination: Design, Implementation, and Vibe Coding Bug Investigation Case Study

Matheus J. T. Vargas

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

Comments 14 pages, 4 figures, 6 tables, link to code repo

Attacks by Content: Automated Fact-checking is an AI Security Issue

Michael Schlichtkrull

机构 * School of Electronic Engineering and Computer Science（电子工程与计算机科学学院） ； Queen Mary University of London（伦敦女王学院） 纠错

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

Comments Accepted to EMNLP 2025

TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code

Alexander Sternfeld, Andrei Kucharavy, Ljiljana Dolamic

机构 * Institute of Entrepreneurship & Management, HES-SO Le Foyer, Techno-Pôle 1 Sierre, Switzerland（创业与管理学院，HES-SO莱福院，技术园区1，瑞士） ； Institute of Informatics, HES-SO Techno-Pôle 3 Sierre, Switzerland（信息学院，HES-SO技术园区3，瑞士） ； Cyber-Defence Campus armasuisse, Science and Technology Thun, Switzerland（网络安全校区，armasuisse，科技，瑞士） 纠错

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

How Students Use Generative AI for Software Testing: An Observational Study

Baris Ardic, Quentin Le Dilavrec, Andy Zaidman

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

Comments 39 pages, 6 figures, journal submission

Two-Layer Voronoi Coverage Control for Hybrid Aerial-Ground Robot Teams in Emergency Response: Implementation and Analysis

Douglas Hutchings, Luai Abuelsamen, Karthik Rajgopal

机构 * UC Berkeley（伯克利大学） ； Squishy Robotics, Inc.（Squishy机器人公司） 纠错

专题命中 软件智能体 ：agent(abstract)

Comments 23 pages, 7 figures. Technical report with complete implementation details and open-source code

Aggregate Modeling of Air-Conditioner Loads Under Packet-based Control with Both On and Off Grid Access Requests

Mohammad Hassan, Mads R. Almassalkhi

专题命中 软件智能体 ：agent(abstract)

It Takes Two: Learning Interactive Whole-Body Control Between Humanoid Robots

Zuhong Liu, Junhao Ge, Minhao Xiong, Jiahao Gu, Bowei Tang, Wei Jing, Siheng Chen

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 软件智能体 ：agent(abstract)