AI Agent

The Emergence of Social Science of Large Language Models

Xiao Jia, Zhanzhan Zhao

机构 * School of Humanities and Social Science, The Chinese University of Hong Kong, Shenzhen, Guangdong（人文与社会科学学院，香港中文大学（深圳）） 纠错

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

When UAV Swarm Meets IRS: Collaborative Secure Communications in Low-altitude Wireless Networks

Jiahui Li, Xinyue Liang, Geng Sun, Hui Kang, Jiacheng Wang, Dusit Niyato, Shiwen Mao, Abbas Jamalipour

机构 * College of Computer Science and Technology, Jilin University（吉林大学计算机科学与技术学院） ； Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University（教育部符号计算与知识工程重点实验室） ； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算与数据科学学院） ； Department of Electrical and Computer Engineering, Auburn University（阿伯茨罕大学电气与计算机工程系） ； School of Electrical and Computer Engineering, The University of Sydney（悉尼大学电气与计算机工程学院） 纠错

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

Comments 13 pages, 7 figures, submitted to IEEE Journal on Selected Areas in Communications

STAR-RIS-assisted Collaborative Beamforming for Low-altitude Wireless Networks

Xinyue Liang, Hui Kang, Junwei Che, Jiahui Li, Geng Sun, Qingqing Wu, Jiacheng Wang, Dusit Niyato

机构 * College of Computer Science and Technology, Jilin University（吉林大学计算机科学与技术学院） ； Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University（教育部符号计算与知识工程重点实验室） ； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算机与数据科学学院） ； Department of Electronic Engineering, Shanghai Jiao Tong University（上海交通大学电子工程学院） 纠错

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

Comments 13 pages, 9 figures, submitted to IEEE Transactions on Communications

Chatbot To Help Patients Understand Their Health

Won Seok Jang, Hieu Tran, Manav Mistry, SaiKiran Gandluri, Yifan Zhang, Sharmin Sultana, Sunjae Kown, Yuan Zhang, Zonghai Yao, Hong Yu

机构 * Center for Healthcare Organization and Implementation Research, VA Bedford Health Care（VA贝德福德医疗中心健康组织与实施研究中心） ； Miner School of Computer and Information Sciences, University of Massachusetts Lowell（马萨诸塞大学洛厄尔分校计算机与信息科学学院） ； Manning College of Information and Computer Sciences, University of Massachusetts Amherst（马萨诸塞大学阿姆赫斯特分校信息与计算机科学学院） 纠错

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

Comments Accepted in EMNLP 2025 Findings

MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses

Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou

机构 * Nanyang Technological University（南洋理工大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； University of Science and Technology of China（中国科学技术大学） ； Wuhan University（武汉大学） ； University of New South Wales（新南威尔士大学） ； GreenDynamics ； Singapore University of Technology and Design（新加坡科技设计大学） 纠错

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

Comments Accepted by ICLR 2025

Security of Gradient Tracking Algorithms Against Malicious Agents

Sribalaji C. Anand, Alexander J Gallo, Nicola Bastianello

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

Comments under review

Generalized EXTRA stochastic gradient Langevin dynamics

Mert Gurbuzbalaban, Mohammad Rafiqul Islam, Xiaoyu Wang, Lingjiong Zhu

专题命中 多智能体 ：agent(abstract)；分类 cs.LG

Analytical Swarm Chemistry: Characterization and Analysis of Emergent Swarm Behaviors

Ricardo Vega, Connor Mattson, Kevin Zhu, Daniel S. Brown, Cameron Nowzari

机构 * George Mason University（乔治·玛森大学） ； Kahlert School of Computing, University of Utah（计算学院，犹他大学） 纠错

专题命中 多智能体 ：agent(abstract)

Comments 9 pages, 8 figures, 1 table

Deep Literature Survey Automation with an Iterative Workflow

Hongbo Zhang, Han Cui, Yidong Wang, Yijian Tian, Qi Guo, Cunxiang Wang, Jian Wu, Chiyu Song, Yue Zhang

机构 * Zhejiang University（浙江大学） ； School of Engineering, Westlake University（西湖大学工程学院） ； Peking University（北京大学） ； Institute of Advanced Technology, Westlake Institute for Advanced Study（西湖先进研究院技术研究所） 纠错

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

Comments Preprint version

LLM/Agent-as-Data-Analyst: A Survey

Zirui Tang, Weizheng Wang, Zihang Zhou, Yang Jiao, Bangrui Xu, Boyu Niu, Dayou Zhou, Xuanhe Zhou, Guoliang Li, Yeye He, Wei Zhou, Yitong Song, Cheng Tan, Xue Yang, Chunwei Liu, Bin Wang, Conghui He, Xiaoyang Wang, Fan Wu

机构 * Shanghai Jiao Tong University（上海交通大学） ； Tsinghua University（清华大学） ； Microsoft Research（微软研究院） ； MIT CSAIL（麻省理工学院计算机科学与人工智能实验室） ； Shanghai AI Laboratory（上海人工智能实验室） ； Fudan University（复旦大学） 纠错

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

Comments 31 page, 9 figures

E2E Process Automation Leveraging Generative AI and IDP-Based Automation Agent: A Case Study on Corporate Expense Processing

Cheonsu Jeong, Seongmin Sim, Hyoyoung Cho, Sungsu Kim, Byounggwan Shin

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

Journal ref 2025, Artificial Intelligence and Applications

Collaborative LLM Agents for C4 Software Architecture Design Automation

Kamil Szczepanik, Jarosław A. Chudziak

机构 * Warsaw University of Technology（华沙技术大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；workflow(abstract)；multi-agent(abstract)；分类 cs.AI、cs.SE

Comments This paper has been accepted for the upcoming 59th Hawaii International Conference on System Sciences (HICSS-59), 2026, Hawaii, USA. The final published version will appear in the official conference proceedings

Efficiency with Rigor! A Trustworthy LLM-powered Workflow for Qualitative Data Analysis

Jie Gao, Zhiyao Shu, Shun Yi Yeo, Alok Prakash, Chien-Ming Huang, Mark Dredze, Ziang Xiao

专题命中 工作流自动化 ：workflow(title,abstract)

FAIR-RAG: Faithful Adaptive Iterative Refinement for Retrieval-Augmented Generation

Mohammad Aghajani Asl, Majid Asgari-Bidhendi, Behrooz Minaei-Bidgoli

机构 * Sharif University of Technology（谢里夫理工大学） ； Iran University of Science and Technology（伊朗科学技术大学） ； Noor Avaran Jelvehaye Maanaei Najm Co., Ltd.（诺尔·阿瓦兰·杰拉维耶·马纳埃尼纳姆公司） 纠错

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

Comments 30 pages, 5 figures, 5 tables. Keywords: Retrieval-Augmented Generation (RAG), Large Language Models (LLMs), Agentic AI, Multi-hop Question Answering, Faithfulness

FeaGPT: an End-to-End agentic-AI for Finite Element Analysis

Yupeng Qi, Ran Xu, Xu Chu

专题命中 工作流自动化 ：agentic(title)；分类 cs.SE

Reinforcement learning-guided optimization of critical current in high-temperature superconductors

Mouyang Cheng, Qiwei Wan, Bowen Yu, Eunbi Rha, Michael J Landry, Mingda Li

机构 * Quantum Measurement Group, MIT, Cambridge, MA 02139, USA（MIT量子测量组） ； Center for Computational Science and Engineering, MIT, Cambridge, MA 02139, USA（MIT计算科学与工程中心） ； Department of Materials Science and Engineering, MIT, Cambridge, MA 02139, USA（材料科学与工程系） ； Department of Nuclear Science and Engineering, MIT, Cambridge, MA 02139, USA（核科学与工程系） ； Department of Physics, MIT, Cambridge, MA 02139, USA（物理系） 纠错

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

Comments 7 pages, 4 figures

ESCA: Contextualizing Embodied Agents via Scene-Graph Generation

Jiani Huang, Amish Sethi, Matthew Kuo, Mayank Keoliya, Neelay Velingker, JungHo Jung, Ser-Nam Lim, Ziyang Li, Mayur Naik

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

Comments Accepted as a Spotlight Paper at NeurIPS 2025

Does In-IDE Calibration of Large Language Models work at Scale?

Roham Koohestani, Agnia Sergeyuk, David Gros, Claudio Spiess, Sergey Titov, Prem Devanbu, Maliheh Izadi

机构 * Delft University of Technology（代尔夫特理工大学） ； JetBrains Research（JetBrains研究） ； University of California, Davis（加州大学戴维斯分校） 纠错

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

Comments Under Review

Computational-Assisted Systematic Review and Meta-Analysis (CASMA): Effect of a Subclass of GnRH-a on Endometriosis Recurrence

Sandro Tsang

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

Comments 15 pages, 12 figures and 4 tables. This work describes an information retrieval-driven workflow for medical evidence synthesis, with an application to endometriosis recurrence. The method can be generalized to other systematic reviews. The preregistered protocol is available: https://doi.org/10.17605/OSF.IO/R2DFA

DCMM-SQL: Automated Data-Centric Pipeline and Multi-Model Collaboration Training for Text-to-SQL Model

Yuanzhen Xie, Liu Ye, Jiqun Chu, Mochi Gao, Hehuan Liu, Yunzhi Tan, Bo Hu, Zang Li

机构 * Platform and Content Group, Tencent（腾讯平台与内容组） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Leveraging Approximate Caching for Faster Retrieval-Augmented Generation

Shai Bergman, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos, Ji Zhang

机构 * Huawei Research（华为研究） 纠错

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

Comments Accepted at Middleware '25

AI based signage classification for linguistic landscape studies

Yuqin Jiang, Song Jiang, Jacob Algrim, Trevor Harms, Maxwell Koenen, Xinya Lan, Xingyu Li, Chun-Han Lin, Jia Liu, Jiayang Sun, Henry Zenger

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

Localising under the drape: proprioception in the era of distributed surgical robotic system

Martin Huber, Nicola A. Cavalcanti, Ayoob Davoodi, Ruixuan Li, Christopher E. Mower, Fabio Carrillo, Christoph J. Laux, Francois Teyssere, Thibault Chandanson, Antoine Harlé, Elie Saghbiny, Mazda Farshad, Guillaume Morel, Emmanuel Vander Poorten, Philipp Fürnstahl, Sébastien Ourselin, Christos Bergeles, Tom Vercauteren

机构 * School of Biomedical Engineering & Imaging Sciences, King’s College London（国王学院伦敦生物医学工程与成像科学学院） ； Research in Orthopaedic Computer Science, Balgrist University Hospital（骨科计算机科学研究，巴尔格里斯特大学医院） ； Faculty of Engineering Technology, KU Leuven（工程科技学院，鲁汶大学） ； Noah’s Ark Lab, Huawei（华为诺亚实验室） ； University Spine Center Zurich, Balgrist University Hospital, University of Zurich（苏黎世大学脊柱中心，巴尔格里斯特大学医院，苏黎世大学） ； SpineGuard, Paris, France（脊柱守护，法国巴黎） ； Institut Des Systèmes Intelligents et de Robotique, Sorbonne University（智能系统与机器人研究所，索邦大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)

PortGPT: Towards Automated Backporting Using Large Language Models

Zhaoyang Li, Zheng Yu, Jingyi Song, Meng Xu, Yuxuan Luo, Dongliang Mu

专题命中 工作流自动化 ：agent(abstract)

Comments Accepted by IEEE S&P 2026

Movable Antenna Enhanced Federated Fine-Tuning of Large Language Models via Hybrid Client Selection Optimization

Yang Zhao, Yue Xiu, Chengxiao Dai, Ning Wei, Dusit Niyato

专题命中 工作流自动化 ：workflow(abstract)

SatAOI: Delimitating Area of Interest for Swing-Arm Troweling Robot for Construction

Jia-Rui Lin, Shaojie Zhou, Peng Pan, Ruijia Cai, Gang Chen

专题命中 工作流自动化 ：planning(abstract)

Journal ref Proceedings of the 42nd ISARC, 2025

Code Aesthetics with Agentic Reward Feedback

Bang Xiao, Lingjie Jiang, Shaohan Huang, Tengchao Lv, Yupan Huang, Xun Wu, Lei Cui, Furu Wei

机构 * Microsoft Research Asia（微软亚洲研究院） ； Zhiyuan College（智远学院） ； Shanghai Jiao Tong University（上海交通大学） ； Peking University（北京大学） 纠错

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

Comments 30 pages, 7 figures

ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement

Manish Bhattarai, Miguel Cordova, Minh Vu, Javier Santos, Ismael Boureima, Dan O'Malley

机构 * Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） 纠错

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

Agentic Reinforcement Learning for Real-World Code Repair

Siyu Zhu, Anastasiya Karpovich, Albert Chen, Jessica Koscheka, Shailesh Jannu, Di Wen, Yuqing Zhu, Rohit Jain, Alborz Geramifard

机构 * LinkedIn 纠错

专题命中 软件智能体 ：agentic(title)；分类 cs.AI、cs.CL、cs.LG

AI-Enhanced Operator Assistance for UNICOS Applications

Bernard Tam, Jean-Charles Tournier, Fernando Varela Rodriguez

机构 * The University of Sydney（悉尼大学） 纠错

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

Comments Prepared as part of the CERN openlab programme 2025. Also available on Zenodo, a repository operated by CERN and co-funded by the European Union