AI Agent

Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks

Jianghui Wang, Vinay Joshi, Saptarshi Majumder, Xu Chao, Bin Ding, Ziqiong Liu, Pratik Prabhanjan Brahma, Dong Li, Zicheng Liu, Emad Barsoum

机构 * Advanced Micro Devices, Inc.（先进微器件公司） 纠错

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

Voice-guided Orchestrated Intelligence for Clinical Evaluation (VOICE): A Voice AI Agent System for Prehospital Stroke Assessment

Julian Acosta, Scott Adams, Julius Kernbach, Romain Hardy, Sung Eun Kim, Luyang Luo, Xiaoman Zhang, Shreya Johri, Mohammed Baharoon, Pranav Rajpurkar

机构 * Harvard Medical School（哈佛医学院） ； University of Saskatchewan（萨斯喀彻温大学） ； University Hospital Heidelberg (UKHD)（海德堡大学医院（UKHD）） 纠错

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

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain

Lingfeng Zeng, Fangqi Lou, Zixuan Wang, Jiajie Xu, Jinyi Niu, Mengping Li, Yifan Dong, Qi Qi, Wei Zhang, Ziwei Yang, Jun Han, Ruilun Feng, Ruiqi Hu, Lejie Zhang, Zhengbo Feng, Yicheng Ren, Xin Guo, Zhaowei Liu, Dongpo Cheng, Weige Cai, Liwen Zhang

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

AI Agents and the Attention Lemons Problem in Two-Sided Ad Markets

Md Mahadi Hasan

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

Comments 20 pages

RAVine: Reality-Aligned Evaluation for Agentic Search

Yilong Xu, Xiang Long, Zhi Zheng, Jinhua Gao

机构 * ModelBest Inc.（ModelBest公司） 纠错

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

ELMES: An Automated Framework for Evaluating Large Language Models in Educational Scenarios

Shou'ang Wei, Xinyun Wang, Shuzhen Bi, Jian Chen, Ruijia Li, Bo Jiang, Xin Lin, Min Zhang, Yu Song, BingDong Li, Aimin Zhou, Hao Hao

机构 * Shanghai Innavation Institute（上海创新研究院） ； Shanghai Institute of AI for Education（上海人工智能教育研究院） ； Department of Educational Information Technology（教育信息技术系） ； School of Computer Science and Technology（计算机科学与技术学院） 纠错

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

ChatVis: Large Language Model Agent for Generating Scientific Visualizations

Tom Peterka, Tanwi Mallick, Orcun Yildiz, David Lenz, Cory Quammen, Berk Geveci

专题命中 Agent评测 ：agent(title)

AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents

Haoyu Wang, Christopher M. Poskitt, Jun Sun

机构 * Singapore Management University（新加坡管理大学） 纠错

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

Comments Accepted by the 48th IEEE/ACM International Conference on Software Engineering (ICSE 2026)

A Theoretical Framework for Explaining Reinforcement Learning with Shapley Values

Daniel Beechey, Thomas M. S. Smith, Özgür Şimşek

机构 * University of Bath（巴斯大学） 纠错

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

Chatting with your ERP: A Recipe

Jorge Ruiz Gómez, Lidia Andrés Susinos, Jorge Alamo Olivé, Sonia Rey Osorno, Manuel Luis Gonzalez Hernández

机构 * Instituto Tecnológico de Castilla y León（卡斯蒂利亚-莱昂技术学院） 纠错

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

Comments 11 pages, includes 3 tables summarizing schema and model performance. Submitted on July 31, 2025. Targets integration of LLM agents with ERP systems using open-weight models and Ollama deployment

RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems

Luyu Chen, Quanyu Dai, Zeyu Zhang, Xueyang Feng, Mingyu Zhang, Pengcheng Tang, Xu Chen, Yue Zhu, Zhenhua Dong

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学光明学院） ； Huawei Noah's Ark Lab（华为诺亚实验室） ； Huawei Technologies Ltd.（华为技术有限公司） 纠错

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

Comments Accepted by TheWebConf'25 Industry Track

EP-Diffuser: An Efficient Diffusion Model for Traffic Scene Generation and Prediction via Polynomial Representations

Yue Yao, Mohamed-Khalil Bouzidi, Daniel Goehring, Joerg Reichardt

机构 * Department of Mathematics and Computer Science, Freie Universität Berlin（数学与计算机科学系，柏林自由大学） ； Continental Automotive GmbH（大陆汽车股份有限公司） 纠错

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

Online Combinatorial Allocation with Interdependent Values

Michal Feldman, Simon Mauras, Divyarthi Mohan, Rebecca Reiffenhäuser

专题命中 Agent评测 ：agent(abstract)