AI Agent

LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language Models

Pouria Rouzrokh, Bardia Khosravi, Parsa Rouzrokh, Moein Shariatnia

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

Comments 31 pages, 5 figures, 5 tables

Belief-Calibrated Multi-Agent Consensus Seeking for Complex NLP Tasks

Wentao Deng, Jiahuan Pei, Zhiwei Xu, Zhaochun Ren, Zhumin Chen, Pengjie Ren

机构 * Shandong University（山东大学） ； VU Amsterdam（阿姆斯特丹自由大学） ； Leiden University（莱顿大学） 纠错

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

Comments This paper has been accepted by NeurIPS 2025

Generalized Multi-agent Social Simulation Framework

Gang Li, Jie Lin, Yining Tang, Ziteng Wang, Yirui Huang, Junyu Zhang, Shuang Luo, Chao Wu, Yike Guo

机构 * Zhejiang University（浙江大学） ； Hong Kong University of Science and Technology（香港科技大学） 纠错

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

AgentDroid: A Multi-Agent Framework for Detecting Fraudulent Android Applications

Ruwei Pan, Hongyu Zhang, Zhonghao Jiang, Ran Hou

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

Resolving Conflicting Constraints in Multi-Agent Reinforcement Learning with Layered Safety

Jason J. Choi, Jasmine Jerry Aloor, Jingqi Li, Maria G. Mendoza, Hamsa Balakrishnan, Claire J. Tomlin

机构 * University of California, Berkeley（加州大学伯克利分校） ； Massachusetts Institute of Technology（麻省理工学院） 纠错

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

Comments Accepted for publication at the 2025 Robotics: Science and Systems Conference. 18 pages, 8 figures

Distributed Algorithms for Multi-Agent Multi-Armed Bandits with Collision

Daoyuan Zhou, Xuchuang Wang, Lin Yang, Yang Gao

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

Comments 21 pages, 4 figures

Generalizing Liquid Democracy to multi-agent delegation: A Voting Weight Measure and Equilibrium Analysis

Francisco M. Bersetche

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

SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications

Gabriele Oliaro, Zhihao Jia, Daniel Campos, Aurick Qiao

机构 * Snowflake AI Research（Snowflake AI研究院） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments NeurIPS 2025 (Spotlight)

NurseLLM: The First Specialized Language Model for Nursing

Md Tawkat Islam Khondaker, Julia Harrington, Shady Shehata

机构 * Yourika Labs（Yourika实验室） ； The University of British Columbia（不列颠哥伦比亚大学） ； Western University（西方大学） ； University of Waterloo（滑铁卢大学） 纠错

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

Comments EMNLP 2025 Industry Track

Mind the (Belief) Gap: Group Identity in the World of LLMs

Angana Borah, Marwa Houalla, Rada Mihalcea

机构 * University of Michigan - Ann Arbor（密歇根大学安阿伯分校） 纠错

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

Comments Accepted to ACL 2025 (Findings)

LLM-Assisted Modeling of Semantic Web-Enabled Multi-Agents Systems with AJAN

Hacane Hechehouche, Andre Antakli, Matthias Klusch

机构 * Daimler Buses GmbH（戴姆勒巴士公司） ； German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心） 纠错

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

Distributed 3D Source Seeking via SO(3) Geometric Control of Robot Swarms

Jesús Bautista, Héctor García de Marina

机构 * Department of Computer Engineering, Automation \& Robotics 纠错

专题命中 多智能体 ：agent(abstract)

Comments 7 pages, 3 figures. Submitted for presentation at the IFAC World Congress 2026

Agentic generative AI for media content discovery at the national football league

Henry Wang, Md Sirajus Salekin, Jake Lee, Ross Claytor, Shinan Zhang, Michael Chi

机构 * Amazon Web Services（亚马逊网络服务） ； National Football League（国家足球联盟） 纠错

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

Comments 13 pages, 7 figures, International Sports Analytics Conference and Exhibition

Integrating Domain Knowledge into Process Discovery Using Large Language Models

Ali Norouzifar, Humam Kourani, Marcus Dees, Wil van der Aalst

机构 * RWTH Aachen University（亚琛RWTH大学） ； UWV Employee Insurance Agency（UWV员工保险局） 纠错

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

Comments This paper is currently under review for publication in a journal

Enhancing Speech Emotion Recognition via Fine-Tuning Pre-Trained Models and Hyper-Parameter Optimisation

Aryan Golbaghi, Shuo Zhou

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

Distilling Lightweight Language Models for C/C++ Vulnerabilities

Zhiyuan Wei, Xiaoxuan Yang, Jing Sun, Zijian Zhang

机构 * School of Computer Science and Technology（计算机科学与技术学院） ； Beijing Institute of Technology（北京理工大学） ； School of Cyberspace Science and Technology（网络空间科学与技术学院） ； School of Computer Science（计算机科学学院） ； University of Auckland（奥克兰大学） 纠错

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

Comments 25 pages, 10 figures

Show or Tell? Modeling the evolution of request-making in Human-LLM conversations

Shengqi Zhu, Jeffrey M. Rzeszotarski, David Mimno

机构 * Department of Information Science（信息科学系） ； Cornell University（康奈尔大学） 纠错

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

A Deep Learning System for Rapid and Accurate Warning of Acute Aortic Syndrome on Non-contrast CT in China

Yujian Hu, Yilang Xiang, Yan-Jie Zhou, Yangyan He, Dehai Lang, Shifeng Yang, Xiaolong Du, Chunlan Den, Youyao Xu, Gaofeng Wang, Zhengyao Ding, Jingyong Huang, Wenjun Zhao, Xuejun Wu, Donglin Li, Qianqian Zhu, Zhenjiang Li, Chenyang Qiu, Ziheng Wu, Yunjun He, Chen Tian, Yihui Qiu, Zuodong Lin, Xiaolong Zhang, Yuan He, Zhenpeng Yuan, Xiaoxiang Zhou, Rong Fan, Ruihan Chen, Wenchao Guo, Jianpeng Zhang, Tony C. W. Mok, Zi Li, Mannudeep K. Kalra, Le Lu, Wenbo Xiao, Xiaoqiang Li, Yun Bian, Chengwei Shao, Guofu Wang, Wei Lu, Zhengxing Huang, Minfeng Xu, Hongkun Zhang

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

Understanding Polaronic Transport in Anatase TiO2 Films by Combining Precise Synthesis and First-Principles Many-Body Theory

F. Liu, Z. Yang, Y. Luo, S. Guo, C. Zhang, S. Choo, X. Xu, X. Wang, K. A. Mkhoyan, M. Bernardi, B. Jalan

专题命中 工作流自动化 ：workflow(abstract)

Comments 22 pages, 4 figures

LLM-Powered Nuanced Video Attribute Annotation for Enhanced Recommendations

Boyuan Long, Yueqi Wang, Hiloni Mehta, Mick Zomnir, Omkar Pathak, Changping Meng, Ruolin Jia, Yajun Peng, Dapeng Hong, Xia Wu, Mingyan Gao, Onkar Dalal, Ningren Han

专题命中 工作流自动化 ：workflow(abstract)

Comments RecSys 2025 Industry Track

Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation

Qingxuan Wu, Zhiyang Dou, Chuan Guo, Yiming Huang, Qiao Feng, Bing Zhou, Jian Wang, Lingjie Liu

机构 * University of Pennsylvania（宾夕法尼亚大学） ； The University of Hong Kong（香港大学） ； Snap Inc（Snap公司） 纠错

专题命中 工作流自动化 ：agent(abstract)

Structured dataset of reported cloud seeding activities in the United States (2000-2025) using an LLM

Jared Joseph Donohue, Kara D. Lamb

专题命中 工作流自动化 ：agent(abstract)

Code Like Humans: A Multi-Agent Solution for Medical Coding

Andreas Motzfeldt, Joakim Edin, Casper L. Christensen, Christian Hardmeier, Lars Maaløe, Anna Rogers

机构 * IT University of Denmark（丹麦技术大学） ； University of Copenhagen（哥本哈根大学） 纠错

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

Comments EMNLP Findings 2025

Toward Causal-Visual Programming: Enhancing Agentic Reasoning in Low-Code Environments

Jiexi Xu, Jiaqi Liu, Lanruo Wang, Su Liu

机构 * School of Information \& Computer Science University of California, Irvine Irvine, CA, USA ； Independent Researcher ； University of Texas at Dallas Dallas, TX, USA ； Georgia Institute of Technology Atlanta, GA, USA 纠错

专题命中 软件智能体 ：agentic(title)；agent(abstract)；AI agent(abstract)；workflow(abstract)

Comments 5 pages, 1 table

Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories

Islem Bouzenia, Michael Pradel

机构 * CISPA Helmholtz Center for Information Security Germany（CISPA海德堡信息安全中心） 纠错

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

Comments ACCEPTED FOR ASE 2025

Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management

Miao Lu, Weiwei Sun, Weihua Du, Zhan Ling, Xuesong Yao, Kang Liu, Jiecao Chen

机构 * Stanford University（斯坦福大学） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；tool use(abstract)；tool-use(abstract)；function calling(abstract)

A-MEM: Agentic Memory for LLM Agents

Wujiang Xu, Zujie Liang, Kai Mei, Hang Gao, Juntao Tan, Yongfeng Zhang

机构 * Rutgers University（罗杰斯大学） 纠错

专题命中 记忆与上下文管理 ：agentic(title,abstract)；agent(abstract)；分类 cs.CL

Comments Advances in Neural Information Processing Systems (NeurIPS 2025)

Dynamic Regret Bounds for Online Omniprediction with Long Term Constraints

Yahav Bechavod, Jiuyao Lu, Aaron Roth

机构 * Department of Computer and Information Sciences, University of Pennsylvania（计算机与信息科学系，宾夕法尼亚大学） ； Department of Statistics and Data Science, University of Pennsylvania（统计与数据科学系，宾夕法尼亚大学） 纠错

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

ToolMem: Enhancing Multimodal Agents with Learnable Tool Capability Memory

Yunzhong Xiao, Yangmin Li, Hewei Wang, Yunlong Tang, Zora Zhiruo Wang

机构 * Carnegie Mellon University（卡内基梅隆大学） ； University of Rochester（罗切斯特大学） 纠错

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

Reinforcement Learning for Dynamic Memory Allocation

Arisrei Lim, Abhiram Maddukuri

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

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