AI Agent

PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows

Renan Souza, Amal Gueroudji, Stephen DeWitt, Daniel Rosendo, Tirthankar Ghosal, Robert Ross, Prasanna Balaprakash, Rafael Ferreira da Silva

专题命中 Agent评测 ：agent(title,abstract)；AI agent(title,abstract)；agentic(title,abstract)；workflow(abstract)

Comments Paper accepted for publication in the Proceedings of the 2025 IEEE 21st International Conference on e-Science. Cite it as: R. Souza, A. Gueroudji, S. DeWitt, D. Rosendo, T. Ghosal, R. Ross, P. Balaprakash, R. F. da Silva, "PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows," IEEE International Conference on e-Science, Chicago, IL, USA, 2025

Organ-Agents: Virtual Human Physiology Simulator via LLMs

Rihao Chang, He Jiao, Weizhi Nie, Honglin Guo, Keliang Xie, Zhenhua Wu, Lina Zhao, Yunpeng Bai, Yongtao Ma, Lanjun Wang, Yuting Su, Xi Gao, Weijie Wang, Nicu Sebe, Bruno Lepri, Bingwei Sun

机构 * Tianjin University（天津大学） ； University of Trento（特伦托大学） ； Tianjin Medical University General Hospital（天津医科大学总医院） ； Chest Hospital, Tianjin University（天津大学胸科医院） ； The Affiliated Suzhou Hospital of Nanjing Medical University（南京医科大学附属苏州医院） ； Fondazione Bruno Kessler（布鲁诺·凯斯勒基金会） 纠错

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

The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents

Lixu Wang, Kaixiang Yao, Xinfeng Li, Dong Yang, Haoyang Li, Xiaofeng Wang, Wei Dong

机构 * Nanyang Technological University（南洋理工大学） ； The University of Tokyo（东京大学） ； Hong Kong Polytechnic University（香港理工大学） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments 22 pages, 4 figures

Testing Components of the Attention Schema Theory in Artificial Neural Networks

Kathryn T. Farrell, Kirsten Ziman, Michael S. A. Graziano

机构 * Princeton Neuroscience Institute（普林斯顿神经科学研究所） ； Department of Psychology（心理学系） 纠错

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

Pixels to Play: A Foundation Model for 3D Gameplay

Yuguang Yue, Chris Green, Samuel Hunt, Irakli Salia, Wenzhe Shi, Jonathan J Hunt

机构 * Player2 纠错

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

Journal ref Conference on Games 2025 (Short paper)

You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation

Yutong Bian, Xianhao Lin, Yupeng Xie, Tianyang Liu, Mingchen Zhuge, Siyuan Lu, Haoming Tang, Jinlin Wang, Jiayi Zhang, Jiaqi Chen, Xiangru Tang, Yongxin Ni, Sirui Hong, Chenglin Wu

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

Near Optimal Non-asymptotic Sample Complexity of 1-Identification

Zitian Li, Wang Chi Cheung

机构 * Department of Industrial Systems Engineering \& Management, National University of Singapore, Singapore 纠错

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

Unambiguous Efficiency of Random Allocations

Eun Jeong Heo, Vikram Manjunath, Samson Alva

专题命中 Agent评测 ：agent(abstract)

Deep Learning for Taxol Exposure Analysis: A New Cell Image Dataset and Attention-Based Baseline Model

Sean Fletcher, Gabby Scott, Douglas Currie, Xin Zhang, Yuqi Song, Bruce MacLeod

机构 * Computer Science Department University of Southern Maine Portland, United States（计算机科学系 美国南缅因大学 波士顿，美国） ； Biology Department University of Southern Maine Portland, United States（生物学系 美国南缅因大学 波士顿，美国） 纠错

专题命中 Agent评测 ：agent(abstract)

Comments Accepted to the 2025 IEEE International Workshop on Foundations of Machine Learning for Drug Safety (FMLDS), to appear in November 2025

JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics

Simindokht Jahangard, Mehrzad Mohammadi, Yi Shen, Zhixi Cai, Hamid Rezatofighi

专题命中 Agent评测 ：AI agent(abstract)