AI Agent

Tele-LLM-Hub: Building Context-Aware Multi-Agent LLM Systems for Telecom Networks

Pranshav Gajjar, Cong Shen, Vijay K Shah

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

Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection

Han Wang, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, Roy Ka-Wei Lee

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

Comments 8 pages, 4 figures, Fortieth AAAI Conference on Artificial Intelligence (AAAI-26)

Skill-Aligned Fairness in Multi-Agent Learning for Collaboration in Healthcare

Promise Osaine Ekpo, Brian La, Thomas Wiener, Saesha Agarwal, Arshia Agrawal, Gonzalo Gonzalez-Pumariega, Lekan P. Molu, Angelique Taylor

机构 * Cornell Tech（康奈尔科技） ； Microsoft Research（微软研究院） 纠错

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

GMAT: Grounded Multi-Agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image Classification

Ngoc Bui Lam Quang, Nam Le Nguyen Binh, Thanh-Huy Nguyen, Le Thien Phuc Nguyen, Quan Nguyen, Ulas Bagci

机构 * AI VIETNAM（AI越南） ； Carnegie Mellon University（卡内基梅隆大学） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； PTIT ； Northwestern University（西北大学） 纠错

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

Comments Acccepted in MICCAI Workshop 2025

Towards Automatic Evaluation and Selection of PHI De-identification Models via Multi-Agent Collaboration

Guanchen Wu, Zuhui Chen, Yuzhang Xie, Carl Yang

机构 * Department of Computer Science, Emory University（埃默里大学计算机科学系） ； Department of Statistics, Columbia University（哥伦比亚大学统计系） 纠错

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

Comments Agents4Science 2025 (Spotlight)

Emergent Cooperative Driving Strategies for Stop-and-Go Wave Mitigation via Multi-Agent Reinforcement Learning

Raphael Korbmacher, Daniel Straub, Antoine Tordeux, Claudia Totzeck

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

BeautyGuard: Designing a Multi-Agent Roundtable System for Proactive Beauty Tech Compliance through Stakeholder Collaboration

Junwei Li, Wenqing Wang, Huiliu Mao, Jiazhe Ni, Zeyu Xiong

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

Comments International Conference on Human-Engaged Computing (ICHEC 2025), Singapore

Targeted Algorithmic Purpose-Driven Cyber Attacks in Distributed Multi-Agent Optimization

Mahan FakouriFard, Mingxi Liu

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

Comments 8 pages, 5 Figures

Who Moved My Distribution? Conformal Prediction for Interactive Multi-Agent Systems

Allen Emmanuel Binny, Anushri Dixit

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

MoMoE: A Mixture of Expert Agent Model for Financial Sentiment Analysis

Peng Shu, Junhao Chen, Zhengliang Liu, Hanqi Jiang, Yi Pan, Khanh Nhu Nguyen, Zihao Wu, Huaqin Zhao, Yiwei Li, Enze Shi, ShaoChen Xu

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

Efficient Reinforcement Learning for Zero-Shot Coordination in Evolving Games

Bingyu Hui, Lebin Yu, Quanming Yao, Yunpeng Qu, Xudong Zhang, Jian Wang

机构 * Bingyu Hui, Lebin Yu, Quanming Yao, Yunpeng Qu, Xudong Zhang, Jian Wang（作者） 纠错

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

APD-Agents: A Large Language Model-Driven Multi-Agents Collaborative Framework for Automated Page Design

Xinpeng Chen, Xiaofeng Han, Kaihao Zhang, Guochao Ren, Yujie Wang, Wenhao Cao, Yang Zhou, Jianfeng Lu, Zhenbo Song

机构 * School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院） ； School of Computer Science and Technology, Harbin Institute of Technology（哈尔滨工业大学计算机科学与技术学院） ； Huatai Securities Co., Ltd.（华泰证券有限公司） 纠错

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

Governance-Ready Small Language Models for Medical Imaging: Prompting, Abstention, and PACS Integration

Yiting Wang, Ziwei Wang, Di Zhu, Jiachen Zhong, Weiyi Li

机构 * Department of Data Science, University of Southern California（数据科学系，南加州大学） ； Department of Electrical and Computer Engineering, Carnegie Mellon University（电气与计算机工程系，卡内基梅隆大学） ； Department of Computer Science and Engineering, Santa Clara University（计算机科学与工程系，圣克拉拉大学） ； Department of Applied Mathematics, University of Washington（应用数学系，华盛顿大学） ； School of Computer Science, Georgia Institute of Technology（计算机科学学院，佐治亚理工学院） 纠错

专题命中 多智能体 ：workflow(abstract)

Comments Under Review