AI Agent

MAGPIE: A benchmark for Multi-AGent contextual PrIvacy Evaluation

Gurusha Juneja, Jayanth Naga Sai Pasupulati, Alon Albalak, Wenyue Hua, William Yang Wang

机构 * University of California, Santa Barbara（加州大学圣芭芭拉分校） ； University of California, Davis（加州大学戴维斯分校） 纠错

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

Text2Schema: Filling the Gap in Designing Database Table Structures based on Natural Language

Qin Wang, Youhuan Li, Yansong Feng, Si Chen, Ziming Li, Pan Zhang, Zihui Si, Yixuan Chen, Zhichao Shi, Zebin Huang, Guo Chen, Wenqiang Jin

机构 * Hunan University（湖南大学） ； Peking University（北京大学） 纠错

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

Comments 19 pages, 16 figures

When AI Gets Persuaded, Humans Follow: Inducing the Conformity Effect in Persuasive Dialogue

Rikuo Sasaki, Michimasa Inaba

机构 * The University of Electro-Communications（电子通信大学） 纠错

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

Comments 23 pages, 19 figures. International Conference on Human-Agent Interaction (HAI 2025), November 10-13, 2025, Yokohama, Japan

CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations

Guangyi Chen, Yunlong Deng, Peiyuan Zhu, Yan Li, Yifan Shen, Zijian Li, Kun Zhang

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） 纠错

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

VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications

Wei He, Yueqing Sun, Hongyan Hao, Xueyuan Hao, Zhikang Xia, Qi Gu, Chengcheng Han, Dengchang Zhao, Hui Su, Kefeng Zhang, Man Gao, Xi Su, Xiaodong Cai, Xunliang Cai, Yu Yang, Yunke Zhao

机构 * Meituan LongCat Team（美团LongCat团队） 纠错

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

Comments The code, dataset, and leaderboard are available at https://vitabench.github.io/

Paper2Web: Let's Make Your Paper Alive!

Yuhang Chen, Tianpeng Lv, Siyi Zhang, Yixiang Yin, Yao Wan, Philip S. Yu, Dongping Chen

机构 * ONE Lab, Huazhong University of Science and Technology（华中科技大学） ； University of Illinois Chicago（伊利诺伊大学芝加哥分校） ； University of Maryland（马里兰大学） 纠错

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

Comments Under Review. Check https://github.com/YuhangChen1/Paper2All for the unified platform to streamline all academic presentation

WebGen-V Bench: Structured Representation for Enhancing Visual Design in LLM-based Web Generation and Evaluation

Kuang-Da Wang, Zhao Wang, Yotaro Shimose, Wei-Yao Wang, Shingo Takamatsu

机构 * National Yang Ming Chiao Tung University, Sony Group Corporation（National Yang Ming Chiao Tung University, Sony集团） ； Sony Group Corporation（Sony集团） 纠错

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

Learning to Capture Rocks using an Excavator: A Reinforcement Learning Approach with Guiding Reward Formulation

Amirmasoud Molaei, Mohammad Heravi, Reza Ghabcheloo

机构 * Faculty of Engineering and Natural Sciences, Tampere University（工程与自然科学学院，塔尔皮亚大学） 纠错

专题命中 Agent评测 ：agent(abstract)

On Pareto-Optimal and Fair Allocations with Personalized Bi-Valued Utilities

Jiarong Jin, Biaoshuai Tao

专题命中 Agent评测 ：agent(abstract)

Comments Accepted by WINE'25

The Division of Surplus and the Burden of Proof

Deniz Kattwinkel, Justus Preusser

专题命中 Agent评测 ：agent(abstract)