AI Agent

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use

Xueyu Hu, Tao Xiong, Biao Yi, Zishu Wei, Ruixuan Xiao, Yurun Chen, Jiasheng Ye, Meiling Tao, Xiangxin Zhou, Ziyu Zhao, Yuhuai Li, Shengze Xu, Shenzhi Wang, Xinchen Xu, Shuofei Qiao, Zhaokai Wang, Kun Kuang, Tieyong Zeng, Liang Wang, Jiwei Li, Yuchen Eleanor Jiang, Wangchunshu Zhou, Guoyin Wang, Keting Yin, Zhou Zhao, Hongxia Yang, Fan Wu, Shengyu Zhang, Fei Wu

机构 * Zhejiang University（浙江大学） ； Fudan University（复旦大学） ； OPPO AI Center（OPPO AI中心） ； University of Chinese Academy of Sciences（中国科学院大学） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； The Chinese University of Hong Kong（香港中文大学） ； Tsinghua University（清华大学） ； Shanghai Jiao Tong University（上海交通大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；planning(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments ACL 2025 (Oral)

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents

Chongyu Bao, Ruimin Dai, Yangbo Shen, Runyang Jian, Jinghan Zhang, Xiaolan Liu, Kunpeng Liu

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

CAD-Judge: Toward Efficient Morphological Grading and Verification for Text-to-CAD Generation

Zheyuan Zhou, Jiayi Han, Liang Du, Naiyu Fang, Lemiao Qiu, Shuyou Zhang

专题命中 记忆与上下文管理 ：agentic(abstract)

WINELL: Wikipedia Never-Ending Updating with LLM Agents

Revanth Gangi Reddy, Tanay Dixit, Jiaxin Qin, Cheng Qian, Daniel Lee, Jiawei Han, Kevin Small, Xing Fan, Ruhi Sarikaya, Heng Ji

专题命中 Agent评测 ：agent(abstract)；agentic(abstract)；multi-agent(abstract)；分类 cs.CL

Evaluating the Robustness of Multimodal Agents Against Active Environmental Injection Attacks

Yurun Chen, Xavier Hu, Keting Yin, Juncheng Li, Shengyu Zhang

机构 * School of Software Technology Zhejiang University Hangzhou Zhejiang China（软件技术学院浙江大学杭州浙江中国） ； Zhejiang University（浙江大学） 纠错

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)；分类 cs.CL

Comments Accepted at ACM MM 2025 Main Conference

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants

Xiangzhe Xu, Guangyu Shen, Zian Su, Siyuan Cheng, Hanxi Guo, Lu Yan, Xuan Chen, Jiasheng Jiang, Xiaolong Jin, Chengpeng Wang, Zhuo Zhang, Xiangyu Zhang

专题命中 Agent评测 ：agent(abstract)；分类 cs.CL、cs.LG、cs.SE

Comments The first two authors (Xiangzhe Xu and Guangyu Shen) contributed equally to this work

Challenges in Applying Variational Quantum Algorithms to Dynamic Satellite Network Routing

Phuc Hao Do, Tran Duc Le

机构 * Department of Telecommunication Engineering, Bonch-Bruevich St. Petersburg State University of Telecommunications（圣彼得堡电信大学电信工程系） ； Mathematics, Statistics and Computer Science, University of Wisconsin–Stout（威斯康星州立大学斯普林格分校数学、统计与计算机科学系） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 17 pages and 3 figures

DRIVE: Dynamic Rule Inference and Verified Evaluation for Constraint-Aware Autonomous Driving

Longling Geng, Huangxing Li, Viktor Lado Naess, Mert Pilanci

专题命中 Agent评测 ：planning(abstract)；分类 cs.AI

Mechanism Design for Facility Location using Predictions

Toby Walsh

机构 * AI Institute, UNSW Sydney（AI研究所，新南威尔士大学悉尼分校） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments To appear in Proceedings oj IJCAI 2025 workshop on Computational Fair Division

Beyond Manually Designed Pruning Policies with Second-Level Performance Prediction: A Pruning Framework for LLMs

Zuxin Ma, Yunhe Cui, Yongbin Qin

专题命中 Agent评测 ：agent(abstract)；分类 cs.LG

Perceiving and Acting in First-Person: A Dataset and Benchmark for Egocentric Human-Object-Human Interactions

Liang Xu, Chengqun Yang, Zili Lin, Fei Xu, Yifan Liu, Congsheng Xu, Yiyi Zhang, Jie Qin, Xingdong Sheng, Yunhui Liu, Xin Jin, Yichao Yan, Wenjun Zeng, Xiaokang Yang

机构 * MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University（人工智能教育部重点实验室，上海交通大学AI研究院） ； Ningbo Institute of Digital Twin, Eastern Institute of Technology（宁波数字孪生研究所，东部技术研究所） ； Ningbo Key Laboratory of Spatial Intelligence and Digital Derivative（宁波空间智能与数字衍生关键实验室） ； MoE Key Lab of AI, School of Computer Science, Shanghai Jiao Tong University（人工智能教育部重点实验室，上海交通大学计算机学院） ； Nanjing University of Aeronautics and Astronautics（南京航空航天大学） ； Lenovo（联想公司） 纠错

专题命中 Agent评测 ：AI agent(abstract)

Comments Accepted to ICCV 2025. Project Page: https://liangxuy.github.io/InterVLA/

A Game-Theoretic Framework for Network Formation in Large Populations

Gokce Dayanikli, Mathieu Lauriere

专题命中 Agent评测 ：agent(abstract)

Comments Accepted at 2025 IEEE Conference on Control and Decision (CDC)