AI Agent

MedPAO: A Protocol-Driven Agent for Structuring Medical Reports

Shrish Shrinath Vaidya, Gowthamaan Palani, Sidharth Ramesh, Velmurugan Balasubramanian, Minmini Selvam, Gokulraja Srinivasaraja, Ganapathy Krishnamurthi

机构 * Department of Data Science and AI, IIT Madras, India（数据科学与人工智能系，印度理工学院马德拉斯学院） ； Department of Engineering Design, IIT Madras, India（工程设计系，印度理工学院马德拉斯学院） ； LoveForm Health Technologies, India（LoveForm健康科技公司，印度） ； Department of Radiology and Imaging Sciences, Sri Ramachandra Institute of Higher Education and Research, India（放射学与成像科学系， Sri Ramachandra高等教育与研究学院，印度） ； Department of Neuro and Interventional Radiology, Sri Ramachandra Institute of Higher Education and Research, India（神经放射学与介入放射学系，Sri Ramachandra高等教育与研究学院，印度） 纠错

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

Comments Paper published at "Agentic AI for Medicine" Workshop, MICCAI 2025

Journal ref Lecture Notes in Computer Science, vol 16147, 2025. Springer, Cham

Beyond Static Evaluation: Rethinking the Assessment of Personalized Agent Adaptability in Information Retrieval

Kirandeep Kaur, Preetam Prabhu Srikar Dammu, Hideo Joho, Chirag Shah

机构 * University of Washington（华盛顿大学） ； University of Tsukuba（筑波大学） 纠错

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

Journal ref Proceedings of the 2025 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region

Can AI agents understand spoken conversations about data visualizations in online meetings?

Rizul Sharma, Tianyu Jiang, Seokki Lee, Jillian Aurisano

机构 * DaVInCi Laboratory（DaVInCi实验室） ； University of Cincinnati（克利夫兰大学） 纠错

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

Journal ref The 2nd MERCADO Workshop at IEEE VIS 2025: Multimodal Experiences for Remote Communication Around Data Online, IEEE VIS 2025

Social Agent: Mastering Dyadic Nonverbal Behavior Generation via Conversational LLM Agents

Zeyi Zhang, Yanju Zhou, Heyuan Yao, Tenglong Ao, Xiaohang Zhan, Libin Liu

机构 * School of Intelligence Science and Technology, Peking University（北京大学智能科学与技术学院） ； Yuanpei College, Peking University（北京大学元培学院） ； School of Computer Science, Peking University（北京大学计算机学院） ； Tencent（腾讯） ； State Key Laboratory of General Artificial Intelligence, Peking University（北京大学通用人工智能国家重点实验室） 纠错

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

Comments SIGGRAPH ASIA 2025 (Conference Track); Project page: https://pku-mocca.github.io/Social-Agent-Page/

World-To-Image: Grounding Text-to-Image Generation with Agent-Driven World Knowledge

Moo Hyun Son, Jintaek Oh, Sun Bin Mun, Jaechul Roh, Sehyun Choi

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） ； Georgia Institute of Technology（佐治亚理工学院） ； University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； TwelveLabs 纠错

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

Mind the Goal: Data-Efficient Goal-Oriented Evaluation of Conversational Agents and Chatbots using Teacher Models

Deepak Babu Piskala, Sharlene Chen, Udita Patel, Parul Kalra, Rafael Castrillo

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

ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering

Yuki Imajuku, Kohki Horie, Yoichi Iwata, Kensho Aoki, Naohiro Takahashi, Takuya Akiba

机构 * Sakana AI ； The University of Tokyo（东京大学） ； AtCoder 纠错

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

Comments Accepted at NeurIPS 2025 Datasets & Benchmarks Track

BrokenMath: A Benchmark for Sycophancy in Theorem Proving with LLMs

Ivo Petrov, Jasper Dekoninck, Martin Vechev

机构 * INSAIT, Sofia University "St. Kliment Ohridski"（INSAIT，索菲亚大学"圣克莱门特·欧布里斯基"） ； ETH Zurich（苏黎世联邦理工学院） 纠错

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

MARCO: A Cooperative Knowledge Transfer Framework for Personalized Cross-domain Recommendations

Lili Xie, Yi Zhang, Ruihong Qiu, Jiajun Liu, Sen Wang

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

Comments SIGIR-AP 2025

AgentBench: Evaluating LLMs as Agents

Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang

机构 * Tsinghua University（清华大学） ； The Ohio State University（俄亥俄州立大学） ； UC Berkeley（加州大学伯克利分校） 纠错

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

Comments Published in ICLR 2024

Learning on the Job: Test-Time Curricula for Targeted Reinforcement Learning

Jonas Hübotter, Leander Diaz-Bone, Ido Hakimi, Andreas Krause, Moritz Hardt

机构 * ETH Zürich（苏黎世联邦理工学院） ； Max Planck Institute for Intelligent Systems（智能系统马克斯·普朗克研究所） 纠错

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

Fairness in Repeated Matching: A Maximin Perspective

Eugene Lim, Tzeh Yuan Neoh, Nicholas Teh

机构 * National University of Singapore（新加坡国立大学） ； Harvard University（哈佛大学） ； University of Oxford（牛津大学） 纠错

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

Small Language Models for Emergency Departments Decision Support: A Benchmark Study

Zirui Wang, Jiajun Wu, Braden Teitge, Jessalyn Holodinsky, Steve Drew

机构 * Department of Electrical and Software Engineering, University of Calgary, Calgary, AB, Canada（电气与软件工程系，卡尔加里大学） ； Department of Emergency Medicine, University of Calgary, Calgary, AB, Canada（急诊医学系，卡尔加里大学） ； Rockview General Hospital, Calgary, AB, Canada（罗克维尔医院） 纠错

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

Comments Accepted to 2025 IEEE International Conference on Autonomous and Trusted Computing (ATC 2025)

Learning Pareto-Optimal Pandemic Intervention Policies with MORL

Marian Chen, Miri Zilka

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

Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment

Chao Wen, Jacqueline Staub, Adish Singla

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

Comments ACL'25 paper

In-Vivo Training for Deep Brain Stimulation

Nicholas Carter, Arkaprava Gupta, Prateek Ganguli, Benedikt Dietrich, Vibhor Krishna, Samarjit Chakraborty

机构 * Dept. of Computer Science（计算机科学系） ； Dept. of Neurosurgery（神经外科系） ； UNC Chapel Hill（北卡罗来纳大学教堂山分校） ； Hochschule München（慕尼黑大学） 纠错

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

Transformer Classification of Breast Lesions: The BreastDCEDL_AMBL Benchmark Dataset and 0.92 AUC Baseline

Naomi Fridman, Anat Goldstein

机构 * Department of Industrial Engineering, Ariel University（工业工程系，阿丽尔大学） 纠错

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

Do Vision-Language Models See Urban Scenes as People Do? An Urban Perception Benchmark

Rashid Mushkani

机构 * Université de Montréal（蒙特利尔大学） ； Mila – Quebec AI Institute（魁北克人工智能研究所） 纠错

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

Towards Generalizable Context-aware Anomaly Detection: A Large-scale Benchmark in Cloud Environments

Xinkai Zou, Xuan Jiang, Ruikai Huang, Haoze He, Parv Kapoor, Hongrui Wu, Yibo Wang, Jian Sha, Xiongbo Shi, Zixun Huang, Jinhua Zhao

机构 * UC San Diego（加州大学圣地亚哥分校） ； Massachusetts Institute of Technology（麻省理工学院） ； Georgia Institute of Technology（佐治亚理工学院） ； Carnegie Mellon University（卡内基梅隆大学） ； Tongji University（同济大学） ； Tsinghua University（清华大学） ； University of Pennsylvania（宾夕法尼亚大学） 纠错

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

MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing

Minghao Liu, Zhitao He, Zhiyuan Fan, Qingyun Wang, Yi R. Fung

机构 * Hong Kong University of Science and Technology（香港科技大学） 纠错

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

Comments Project website: https://mliuby.github.io/MedEBench_Website/

WetCat: Enabling Automated Skill Assessment in Wet-Lab Cataract Surgery Videos

Negin Ghamsarian, Raphael Sznitman, Klaus Schoeffmann, Jens Kowal

机构 * University of Bern（伯尔尼大学） ； University of Klagenfurt（克莱根福大学） 纠错

专题命中 Agent评测 ：workflow(abstract)

Comments 7 pages, 7 figures, Accepted at ACMMM25

Bin Packing and Covering: Pushing the Frontier on the Maximin Share Fairness

Bo Li, Ankang Sun, Zunyu Wang, Yu Zhou

专题命中 Agent评测 ：agent(abstract)

Comments Appears in the 21st Conference on Web and Internet Economics (WINE), 2025

Mixing of a binary passive particle system using smart active particles

Thomas Jacob, Siddhant Mohapatra, Rajalingam A, Sam Mathew, Pallab Sinha Mahapatra

专题命中 Agent评测 ：agent(abstract)

Comments The Supplementary Information is available on request from the authors

Distributed MPC-based Coordination of Traffic Perimeter and Signal Control: A Lexicographic Optimization Approach

Viet Hoang Pham, Hyo-Sung Ahn

专题命中 Agent评测 ：agent(abstract)

Depth-Sequence Transformer (DST) for Segment-Specific ICA Calcification Mapping on Non-Contrast CT

Xiangjian Hou, Ebru Yaman Akcicek, Xin Wang, Kazem Hashemizadeh, Scott Mcnally, Chun Yuan, Xiaodong Ma

机构 * 1 Dept.\ of Electrical \& Computer Engineering, University of Utah, Salt Lake City, UT, USA ； 2 Dept.\ of Radiology \& Imaging Sciences, University of Utah, Salt Lake City, UT, USA ； 3 Dept.\ of Electrical \& Computer Engineering, University of Washington, Seattle, WA, USA 纠错

专题命中 Agent评测 ：planning(abstract)

Comments Accept to IEEE BIBM 2025

A "Good" Regulator May Provide a World Model for Intelligent Systems

Bradly Alicea, Morgan Hough, Amanda Nelson, Jesse Parent

专题命中 Agent评测 ：agent(abstract)

Comments 44 pages, 5 figures, 3 supplemental Figures, 3 supplemental tables

AutoDrive-QA: A Multiple-Choice Benchmark for Vision-Language Evaluation in Urban Autonomous Driving

Boshra Khalili, Andrew W. Smyth

机构 * Columbia University（哥伦比亚大学） 纠错

专题命中 Agent评测 ：planning(abstract)

Comments Updated results with larger dataset experiments and expanded discussion

Digital-Twin Evaluation for Proactive Human-Robot Collision Avoidance via Prediction-Guided A-RRT*

Vadivelan Murugesan, Rajasundaram Mathiazhagan, Sanjana Joshi, Aliasghar Arab

机构 * Department of Mechanical and Aerospace Engineering, Tandon School of Engineering, New York University（1 机械与航空航天工程系，工程学院，纽约大学） 纠错

专题命中 Agent评测 ：planning(abstract)