AI Agent

ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation

Oucheng Huang, Yuhang Ma, Zeng Zhao, Mingrui Wu, Jiayi Ji, Rongsheng Zhang, Zhipeng Hu, Xiaoshuai Sun, Rongrong Ji

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

CrowdAgent: Multi-Agent Managed Multi-Source Annotation System

Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang

机构 * Zhejiang University（浙江大学） ； NetEase Fuxi AI Lab（网易凤凰AI实验室） ； Zhejiang Sci-tech University（浙江科技学院） 纠错

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

Inject, Fork, Compare: Defining an Interaction Vocabulary for Multi-Agent Simulation Platforms

HwiJoon Lee, Martina Di Paola, Yoo Jin Hong, Quang-Huy Nguyen, Joseph Seering

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

Who is Introducing the Failure? Automatically Attributing Failures of Multi-Agent Systems via Spectrum Analysis

Yu Ge, Linna Xie, Zhong Li, Yu Pei, Tian Zhang

机构 * Nanjing University（南京大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

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

Comments 20 pages, 6 figures

AgentCTG: Harnessing Multi-Agent Collaboration for Fine-Grained Precise Control in Text Generation

Xinxu Zhou, Jiaqi Bai, Zhenqi Sun, Fanxiang Zeng, Yue Liu

机构 * AMAP, Alibaba Group（阿里集团AMAP） 纠错

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

Enhancing Multi-Agent Debate System Performance via Confidence Expression

Zijie Lin, Bryan Hooi

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.CL

Comments EMNLP'25 Findings

MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning

Justin Chih-Yao Chen, Archiki Prasad, Swarnadeep Saha, Elias Stengel-Eskin, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） 纠错

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

Comments EMNLP 2025 (Camera-Ready)

DECAMP: Towards Scene-Consistent Multi-Agent Motion Prediction with Disentangled Context-Aware Pre-Training

Jianxin Shi, Zengqi Peng, Xiaolong Chen, Tianyu Wo, Jun Ma

机构 * School of Computer Science and Engineering, Beihang University（北京航空航天大学计算机科学与工程学院） ； Robotics and Autonomous Systems Thrust, The Hong Kong University of Science and Technology (GZ)（香港科技大学（广州）机器人与自主系统方向） ； Division of Emerging Interdisciplinary Areas, The Hong Kong University of Science and Technology（香港科技大学新兴交叉领域研究所） 纠错

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

A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare

Manar Aljohani, Jun Hou, Sindhura Kommu, Xuan Wang

机构 * Virginia Tech（维吉尼亚理工大学） 纠错

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

Active Inference Framework for Closed-Loop Sensing, Communication, and Control in UAV Systems

Guangjin Pan, Liping Bai, Zhuojun Tian, Hui Chen, Mehdi Bennis, Henk Wymeersch

专题命中 多智能体 ：planning(abstract)

Comments 5 pages, 2 figures