AI Agent

Artificial Intelligence in the Knowledge Economy

Enrique Ide, Eduard Talamas

专题命中 规划决策 ：AI agent(abstract)

"Mango Mango, How to Let The Lettuce Dry Without A Spinner?": Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner

Szeyi Chan, Jiachen Li, Bingsheng Yao, Amama Mahmood, Chien-Ming Huang, Holly Jimison, Elizabeth D Mynatt, Dakuo Wang

专题命中 规划决策 ：planning(abstract)

Comments To appear at CSCW 2025

Beyond Automation: Socratic AI, Epistemic Agency, and the Implications of the Emergence of Orchestrated Multi-Agent Learning Architectures

Peer-Benedikt Degen, Igor Asanov

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；AI agent(abstract)；分类 cs.AI

AutoIAD: Manager-Driven Multi-Agent Collaboration for Automated Industrial Anomaly Detection

Dongwei Ji, Bingzhang Hu, Yi Zhou

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；agentic(abstract)

ConfAgents: A Conformal-Guided Multi-Agent Framework for Cost-Efficient Medical Diagnosis

Huiya Zhao, Yinghao Zhu, Zixiang Wang, Yasha Wang, Junyi Gao, Liantao Ma

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title)；AI agent(abstract)；分类 cs.AI、cs.CL

Comments Code: https://github.com/PKU-AICare/ConfAgents

Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development

Ming Shen, Raphael Shu, Anurag Pratik, James Gung, Yubin Ge, Monica Sunkara, Yi Zhang

机构 * Arizona State University（亚利桑那州立大学） ； Amazon Web Services（亚马逊网络服务） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.CL

Advancing Multi-Organ Disease Care: A Hierarchical Multi-Agent Reinforcement Learning Framework

Daniel J. Tan, Qianyi Xu, Kay Choong See, Dilruk Perera, Mengling Feng

机构 * National University of Singapore（新加坡国立大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

LLM-based Multi-Agent Copilot for Quantum Sensor

Rong Sha, Binglin Wang, Jun Yang, Xiaoxiao Ma, Chengkun Wu, Liang Yan, Chao Zhou, Jixun Liu, Guochao Wang, Shuhua Yan, Lingxiao Zhu

机构 * National University of Defense Technology（国防科技大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 13 pages,4 figures

Towards Language-Augmented Multi-Agent Deep Reinforcement Learning

Maxime Toquebiau, Jae-Yun Jun, Faïz Benamar, Nicolas Bredeche

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Comments Accespted at the European Conference on Artificial Intelligence 2025

Data-Driven Distributed Output Synchronization of Heterogeneous Discrete-Time Multi-Agent Systems

Giulio Fattore, Maria Elena Valcher

专题命中 多智能体 ：agent(title)；multi-agent(title)

Comments Extended version of the conference paper accepted for presentation at 64th IEEE Conference on Decision and Control. Compared to the previous version, some typos have been corrected, and the proof of Lemma 13 in the appendix has been expanded

Multi-Agents Based on Large Language Models for Knowledge-based Visual Question Answering

Zhongjian Hu, Peng Yang, Bing Li, Zhenqi Wang

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL

Comments We would like to withdraw this submission due to ongoing internal review and coordination among the author team. Upon the supervisor's recommendation, we have decided to delay public dissemination until the manuscript undergoes further refinement and aligns with our intended academic trajectory

Simulating Human-Like Learning Dynamics with LLM-Empowered Agents

Yu Yuan, Lili Zhao, Wei Chen, Guangting Zheng, Kai Zhang, Mengdi Zhang, Qi Liu

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

NomicLaw: Emergent Trust and Strategic Argumentation in LLMs During Collaborative Law-Making

Asutosh Hota, Jussi P. P. Jokinen

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Getting out of the Big-Muddy: Escalation of Commitment in LLMs

Emilio Barkett, Olivia Long, Paul Kröger

机构 * Columbia University（哥伦比亚大学） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

BTPG-max: Achieving Local Maximal Bidirectional Pairs for Bidirectional Temporal Plan Graphs

Yifan Su, Rishi Veerapaneni, Jiaoyang Li

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

An Explainable Natural Language Framework for Identifying and Notifying Target Audiences In Enterprise Communication

Vítor N. Lourenço, Mohnish Dubey, Yunfei Bai, Audrey Depeige, Vivek Jain

机构 * Amazon, London, United Kingdom ； Fluminense Federal University, Rio de Janeiro, Brazil ； Amazon, Seattle, United States ； Amazon, Luxembourg, Luxembourg 纠错

专题命中 多智能体 ：planning(abstract)；分类 cs.AI

Comments Accepted to publication at the 24th International Semantic Web Conference Industry Track, ISWC 2025

UniTalker: Conversational Speech-Visual Synthesis

Yifan Hu, Rui Liu, Yi Ren, Xiang Yin, Haizhou Li

专题命中 多智能体 ：agent(abstract)

Comments 15 pages, 8 figures, Accepted by ACM MM 2025

GeoFlow: Agentic Workflow Automation for Geospatial Tasks

Amulya Bhattaram, Justin Chung, Stanley Chung, Ranit Gupta, Janani Ramamoorthy, Kartikeya Gullapalli, Diana Marculescu, Dimitrios Stamoulis

机构 * The University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

专题命中 工作流自动化 ：agentic(title,abstract)；workflow(title)；agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted to ACM SIGSPATIAL 2025

Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI

Krzysztof Janowicz, Zilong Liu, Gengchen Mai, Zhangyu Wang, Ivan Majic, Alexandra Fortacz, Grant McKenzie, Song Gao

机构 * University of Vienna（维也纳大学） ； University of Texas at Austin（德克萨斯大学奥斯汀分校） ； University of Maine（缅因大学） ； McGill University（麦吉尔大学） ； University of Wisconsin（威斯康星大学） 纠错

专题命中 工作流自动化 ：agentic(title,abstract)；分类 cs.AI

Toward Low-Latency End-to-End Voice Agents for Telecommunications Using Streaming ASR, Quantized LLMs, and Real-Time TTS

Vignesh Ethiraj, Ashwath David, Sidhanth Menon, Divya Vijay

机构 * NetoAI 纠错

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)；分类 cs.AI

Probing and Enhancing the Robustness of GNN-based QEC Decoders with Reinforcement Learning

Ryota Ikeda

机构 * Department of Electrical and Electric Engineering, Yamaguchi University（电气与电子工程系，山口大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 4 pages, 3 figures

MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT

Hartmut Häntze, Lina Xu, Christian J. Mertens, Felix J. Dorfner, Leonhard Donle, Felix Busch, Avan Kader, Sebastian Ziegelmayer, Nadine Bayerl, Nassir Navab, Daniel Rueckert, Julia Schnabel, Hugo JWL Aerts, Daniel Truhn, Fabian Bamberg, Jakob Weiß, Christopher L. Schlett, Steffen Ringhof, Thoralf Niendorf, Tobias Pischon, Hans-Ulrich Kauczor, Tobias Nonnenmacher, Thomas Kröncke, Henry Völzke, Jeanette Schulz-Menger, Klaus Maier-Hein, Mathias Prokop, Bram van Ginneken, Alessa Hering, Marcus R. Makowski, Lisa C. Adams, Keno K. Bressem

机构 * Department of Radiology, Charité - Universitätsmedizin Berlin（柏林查理医院放射科） ； Freie Universität Berlin（柏林自由大学） ； Humboldt Universität zu Berlin（柏林洪堡大学） ； Diagnostic Image Analysis Group, Radboud University Medical Center（拉德堡德大学医学中心诊断图像分析组） ； School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital（医学与健康学院，莱比锡大学医院） ； Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg（埃朗根大学医院放射科，埃朗根-纽伦堡弗里德里希-亚历山大大学） ； Laboratory for Computer Aided Medical Procedures, Technical University of Munich（慕尼黑技术大学计算机辅助医疗程序实验室） ； Chair for AI in Medicine and Healthcare, Klinikum rechts der Isar, Technical University Munich（医学与健康中的AI教授职位，莱比锡大学医院，慕尼黑技术大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Comments 17 pages, 6 figures; updated data; completed co-author info

Artificial Intelligence-Based Classification of Spitz Tumors

Ruben T. Lucassen, Marjanna Romers, Chiel F. Ebbelaar, Aia N. Najem, Donal P. Hayes, Antien L. Mooyaart, Sara Roshani, Liliane C. D. Wynaendts, Nikolas Stathonikos, Gerben E. Breimer, Anne M. L. Jansen, Mitko Veta, Willeke A. M. Blokx

机构 * Department of Pathology, University Medical Center Utrecht（病理学系，乌得勒支大学医学中心） ； Department of Biomedical Engineering, Eindhoven University of Technology（生物医学工程系，埃因霍温理工大学） ； Department of Dermatology, Leiden University Medical Center（皮肤科，莱顿大学医学中心） ； Department of Pathology, Radboud University Medical Center（病理学系，拉德堡德大学医学中心） ； Department of Pathology, Meander Medical Center（病理学系，梅德纳医疗中心） ； Department of Pathology, Erasmus Medical Center（病理学系，埃因霍温医学中心） ； Department of Pathology, Amsterdam University Medical Center（病理学系，阿姆斯特丹大学医学中心） ； Department of Pathology, St. Antonius Hospital（病理学系，圣安托万医院） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments 19 pages, 2 figures, 6 tables, 6 supplementary tables

Follow-Your-Color: Multi-Instance Sketch Colorization

Yinhan Zhang, Yue Ma, Bingyuan Wang, Qifeng Chen, Zeyu Wang

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Meta-RAG on Large Codebases Using Code Summarization

Vali Tawosi, Salwa Alamir, Xiaomo Liu, Manuela Veloso

机构 * JP Morgan AI Research, UK（英国JPMorgan人工智能研究） 纠错

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.SE

Cognitive Duality for Adaptive Web Agents

Jiarun Liu, Chunhong Zhang, Zheng Hu

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；planning(abstract)；分类 cs.AI、cs.CL

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling

Jianpeng Yao, Xiaopan Zhang, Yu Xia, Zejin Wang, Amit K. Roy-Chowdhury, Jiachen Li

机构 * University of California, Riverside（加州大学河滨分校） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 9th Conference on Robot Learning (CoRL 2025); Project website: https://gen-safe-nav.github.io/. arXiv admin note: text overlap with arXiv:2407.17460

Following Is All You Need: Robot Crowd Navigation Using People As Planners

Yuwen Liao, Xinhang Xu, Ruofei Bai, Yizhuo Yang, Muqing Cao, Shenghai Yuan, Lihua Xie

机构 * School of Electrical and Electronic Engineering, Nanyang Technological University（南洋理工大学电子与电气工程学院） ； Robotics Institute, Carnegie Mellon University（卡内基梅隆大学机器人研究所） 纠错

专题命中 GUI与网页智能体 ：planning(abstract)

Comments RAL 2025

Logic layer Prompt Control Injection (LPCI): A Novel Security Vulnerability Class in Agentic Systems

Hammad Atta, Ken Huang, Manish Bhatt, Kamal Ahmed, Muhammad Aziz Ul Haq, Yasir Mehmood

机构 * Qorvex Consulting（Qorvex咨询公司） ； Roshan Consulting（Roshan咨询公司） ； OWASP Top 10 for LLMs（OWASP顶级LLM列表） ； NIST GenAI PWG（NIST生成AI工作组） ； Deloitte Enterprise Risk | Internal Audit | Technology GRC（德勤企业风险管理|内部审计|技术治理与合规） ； Reykjavik University（雷克雅未克大学） ； Nokia, Technology Center, Ulm, Germany（诺基亚技术中心，德国乌尔姆） 纠错

专题命中 记忆与上下文管理 ：agentic(title)；分类 cs.AI、cs.LG

MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling

Jifan Gao, Mahmudur Rahman, John Caskey, Madeline Oguss, Ann O'Rourke, Randy Brown, Anne Stey, Anoop Mayampurath, Matthew M. Churpek, Guanhua Chen, Majid Afshar

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Northwestern University（西北大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG