AI Agent

Benchmarking and Studying the LLM-based Agent System in End-to-End Software Development

Zhengran Zeng, Yixin Li, Rui Xie, Wei Ye, Shikun Zhang

专题命中 Agent评测 ：agent(title,abstract)；autonomous agent(abstract)；planning(abstract)；workflow(abstract)

Beyond Shortest Path: Agentic Vehicular Routing with Semantic Context

Carnot Braun, Rafael O. Jarczewski, Gabriel U. Talasso, Leandro A. Villas, Allan M. de Souza

机构 * Institute of Computing (IC)（计算学院） ； Hub de Inteligência Artificial e Arquiteturas Cognitivas (H.IAAC)（人工智能与认知架构中心） ； Universidade Estadual de Campinas (UNICAMP)（坎皮纳斯州立大学） 纠错

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

Detecting Silent Failures in Multi-Agentic AI Trajectories

Divya Pathak, Harshit Kumar, Anuska Roy, Felix George, Mudit Verma, Pratibha Moogi

机构 * IBM Research（IBM研究院） ； IIIT Bangalore（班加罗尔IIIT） 纠错

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

RAGalyst: Automated Human-Aligned Agentic Evaluation for Domain-Specific RAG

Joshua Gao, Quoc Huy Pham, Subin Varghese, Silwal Saurav, Vedhus Hoskere

机构 * University of Houston（德克萨斯大学休斯敦分校） 纠错

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

MimiTalk: Revolutionizing Qualitative Research with Dual-Agent AI

Fengming Liu, Shubin Yu

机构 * University College London（伦敦大学学院） 纠错

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

Comments 30 pages

Laugh, Relate, Engage: Stylized Comment Generation for Short Videos

Xuan Ouyang, Senan Wang, Bouzhou Wang, Siyuan Xiahou, Jinrong Zhou, Yuekang Li

机构 * University of New South Wales（新南威尔士大学） ； University of Sydney（悉尼大学） ； The University of Hong Kong（香港大学） ； University of Southern California（南加州大学） 纠错

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

A Framework for Human-Reason-Aligned Trajectory Evaluation in Automated Vehicles

Lucas Elbert Suryana, Saeed Rahmani, Simeon Craig Calvert, Arkady Zgonnikov, Bart van Arem

机构 * Department of Transport and Planning（交通与规划部门） ； Centre for Meaningful Human Control（有意义的人控中心） ； Delft University of Technology（代尔夫特理工大学） 纠错

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

Comments This version incorporates revisions based on peer-review feedback from a new submission. The work has been accepted and is being prepared for publication

CancerGUIDE: Cancer Guideline Understanding via Internal Disagreement Estimation

Alyssa Unell, Noel C. F. Codella, Sam Preston, Peniel Argaw, Wen-wai Yim, Zelalem Gero, Cliff Wong, Rajesh Jena, Eric Horvitz, Amanda K. Hall, Ruican Rachel Zhong, Jiachen Li, Shrey Jain, Mu Wei, Matthew Lungren, Hoifung Poon

机构 * Microsoft Research Stanford University（微软研究院斯坦福大学） ； Microsoft Health and Life Sciences Project Mentors（微软健康与生命科学项目导师） ； Microsoft Health and Life Sciences（微软健康与生命科学） ； Microsoft Research（微软研究院） ； Microsoft Research University of Washington（微软研究院华盛顿大学） ； Microsoft Health and Life Sciences Equal Leadership（微软健康与生命科学同等领导） 纠错

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

Not All Explanations are Created Equal: Investigating the Pitfalls of Current XAI Evaluation

Joe Shymanski, Jacob Brue, Sandip Sen

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

Comments The authors' accepted manuscript of Chapter 9 in Bi-directionality in Human-AI Collaborative Systems (Springer, 2025). The final published version is available at https://doi.org/10.1016/B978-0-44-340553-2.00015-0. 27 pages, 12 figures, 3 tables

Journal ref William Lawless, Ranjeev Mittu, Donald Sofge, Marco Brambilla, Bi-directionality in Human-AI Collaborative Systems, 2025, Pages 227-251

Transferable & Stealthy Ensemble Attacks: A Black-Box Jailbreaking Framework for Large Language Models

Yiqi Yang, Hongye Fu

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

ForeRobo: Unlocking Infinite Simulation Data for 3D Goal-driven Robotic Manipulation

Dexin wang, Faliang Chang, Chunsheng Liu

机构 * School of Control Science and Engineering, Shandong University（控制科学与工程学院，山东大学） 纠错

专题命中 Agent评测 ：agent(abstract)

Evaluation of Flight Parameters in UAV-based 3D Reconstruction for Rooftop Infrastructure Assessment

Nick Chodura, Melissa Greeff, Joshua Woods

机构 * Ingenuity Labs Research Institute, Queen's University, Canada（Ingenuity Labs研究机构、女王大学，加拿大） ； Department of Civil Engineering, Queen's University, Canada（土木工程系、女王大学，加拿大） ； Department of Electrical and Computer Engineering, Queen's University, Canada（电气与计算机工程系、女王大学，加拿大） 纠错

专题命中 Agent评测 ：planning(abstract)

Comments 8 pages, 6 figures, 2 tables

Journal ref Proceedings of the 42nd International Symposium on Automation and Robotics in Construction (ISARC 2025), Montreal, Canada, pp. 1486-1493, 2025

A characterization of strategy-proof probabilistic assignment rules

Sai Praneeth Donthu, Souvik Roy, Soumyarup Sadhukhan, Gogulapati Sreedurga

专题命中 Agent评测 ：agent(abstract)

Comments 27 pages

Robust Equilibria in Shared Resource Allocation via Strengthening Border's Theorem

David X. Lin, Siddhartha Banerjee, Giannis Fikioris, Éva Tardos

专题命中 Agent评测 ：agent(abstract)

Long Time Behavior and Stabilization for Displacement Monotone Mean Field Games

Marco Cirant, Alpár R. Mészáros

专题命中 Agent评测 ：agent(abstract)

Comments 44 pages