AI Agent

First image-guided treatment of a mouse tumor with radioactive ion beams

Daria Boscolo, Giulio Lovatti, Olga Sokol, Tamara Vitacchio, Francesco Evangelista, Emma Haettner, Walter Tinganelli, Christian Graeff, Uli Weber, Christoph Schuy, Munetaka Nitta, Martina Moglioni, Daria Kostyleva, Sivaji Purushothaman, Peter G. Thirolf, Jonathan Bortfeldt, Christoph Scheidenberger, Katia Parodi, Marco Durante

专题命中 规划决策 ：planning(abstract)

Comments 56 pages, 13 figures, supplements. Video supplements available on request

AMAZe: A Multi-Agent Zero-shot Index Advisor for Relational Databases

Zhaodonghui Li, Haitao Yuan, Jiachen Shi, Hao Zhang, Yu Rong, Gao Cong

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

Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems

Vaishali Dhanoa, Anton Wolter, Gabriela Molina León, Hans-Jörg Schulz, Niklas Elmqvist

专题命中 多智能体 ：agentic(title,abstract)；agent(title)；AI agent(abstract)；autonomous agent(abstract)

Journal ref IEEE Computer Graphics and Applications, vol: 01 (2025) 1-13

HLSMAC: A New StarCraft Multi-Agent Challenge for High-Level Strategic Decision-Making

Xingxing Hong, Yungong Wang, Dexin Jin, Ye Yuan, Ximing Huang, Zijian Wu, Wenxin Li

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

Comments 30 pages, 13 figures with appendix

DeltaHedge: A Multi-Agent Framework for Portfolio Options Optimization

Feliks Bańka, Jarosław A. Chudziak

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

Comments Presented at Pacific Asia Conference on Information Systems (PACIS 2025), Kuala Lumpur. Official proceedings available at https://aisel.aisnet.org/pacis2025/aiandml/aiandml/25/. 16 pages, 7 figures, 3 tables

Journal ref PACIS 2025 Proceedings, Track 02: AI and Machine Learning, Paper 25

GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL

Daojun Chen, Xi Wang, Shenyuan Ren, Qingzhi Ma, Pengpeng Zhao, An Liu

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

Breaking Single-Tester Limits: Multi-Agent LLMs for Multi-User Feature Testing

Sidong Feng, Changhao Du, Huaxiao Liu, Qingnan Wang, Zhengwei Lv, Mengfei Wang, Chunyang Chen

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

Comments Accepted to International Conference on Software Engineering (ICSE 2026). arXiv admin note: substantial text overlap with arXiv:2504.15474

Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection

Yingxin Lai, Zitong Yu, Jun Wang, Linlin Shen, Yong Xu, Xiaochun Cao

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

Redefining Website Fingerprinting Attacks With Multiagent LLMs

Chuxu Song, Dheekshith Dev Manohar Mekala, Hao Wang, Richard Martin

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

Enhancing LLM-Based Social Bot via an Adversarial Learning Framework

Fanqi Kong, Xiaoyuan Zhang, Xinyu Chen, Yaodong Yang, Song-Chun Zhu, Xue Feng

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

Theoretical Analysis on the Ability of Particle Swarm Optimization to Escape from Local Optimum

Haoxin Wang, Libao Shi

专题命中 多智能体 ：agent(abstract)

Agentic Lybic: Multi-Agent Execution System with Tiered Reasoning and Orchestration

Liangxuan Guo, Bin Zhu, Qingqian Tao, Kangning Liu, Xun Zhao, Xianzhe Qin, Jin Gao, Guangfu Hao

机构 * Lybic 纠错

专题命中 工作流自动化 ：agent(title,abstract)；agentic(title,abstract)；multi-agent(title,abstract)；autonomous agent(abstract)

Agentic AI for Financial Crime Compliance

Henrik Axelsen, Valdemar Licht, Jan Damsgaard

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

Comments Accepted for presentation at HICSS-59 (2026), forthcoming in Proceedings

Match Chat: Real Time Generative AI and Generative Computing for Tennis

Aaron Baughman, Gozde Akay, Eduardo Morales, Rahul Agarwal, Preetika Srivastava

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

Comments 12 pages, 5 Figures, 4 Tables

IMPROVE: Iterative Model Pipeline Refinement and Optimization Leveraging LLM Experts

Eric Xue, Ke Chen, Zeyi Huang, Yuyang Ji, Haohan Wang

机构 * University of Toronto（多伦多大学） ； University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； New York University（纽约大学） 纠错

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

JANUS: A Dual-Constraint Generative Framework for Stealthy Node Injection Attacks

Jiahao Zhang, Xiaobing Pei, Zhaokun Zhong, Wenqiang Hao, Zhenghao Tang

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

Safe Learning Under Irreversible Dynamics via Asking for Help

Benjamin Plaut, Juan Liévano-Karim, Hanlin Zhu, Stuart Russell

机构 * Division of Computer Science University of California Berkeley, CA 94720-1776, USA（计算机科学系加州大学伯克利分校） 纠错

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

Comments Under submission

Flow-Based Fragment Identification via Binding Site-Specific Latent Representations

Rebecca Manuela Neeser, Ilia Igashov, Arne Schneuing, Michael Bronstein, Philippe Schwaller, Bruno Correia

机构 * Ecole Polytechnique Fédérale de Lausanne（瑞士联邦理工学院） ； Oxford University（牛津大学） ； VantAI ； Aithyra Research Institute for Biomedical Artificial Intelligence（Aithyra生物医学人工智能研究所） ； National Centre of Competence in Research (NCCR) Catalysis EPFL, Switzerland（瑞士国家研究能力中心（NCCR）催化EPFL，瑞士） 纠错

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

A Dimensionality-Reduced XAI Framework for Roundabout Crash Severity Insights

Rohit Chakraborty, Subasish Das

机构 * Ingram School of Engineering（Ingram 工程学院） ； Texas State University（德克萨斯州立大学） 纠错

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

Comments This is the author's preprint version of a paper accepted for presentation at HICSS 59 (Hawaii International Conference on System Sciences), 2026, Hawaii, USA. The final published version will appear in the official conference proceedings. Conference site: https://hicss.hawaii.edu/

Data-Driven Discovery of Emergent Dynamics in Reaction-Diffusion Systems from Sparse and Noisy Observations

Saumitra Dwivedi, Ricardo da Silva Torres, Ibrahim A. Hameed, Gunnar Tufte, Anniken Susanne T. Karlsen

机构 * Department of ICT and Natural Sciences, Norwegian University of Science and Technology（信息与自然科学系，挪威科学技术大学） ； Department of Computer Science, Norwegian University of Science and Technology（计算机科学系，挪威科学技术大学） ； Artificial Intelligence Group, Wageningen University and Research（人工智能组，瓦赫宁根大学与研究中心） ； Department of Mechanical Engineering and Technology Management, Norwegian University of Life Sciences（机械工程与技术管理系，挪威生命科学大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Speech to Reality: On-Demand Production using Natural Language, 3D Generative AI, and Discrete Robotic Assembly

Alexander Htet Kyaw, Miana Smith, Se Hwan Jeon, Neil Gershenfeld

机构 * Computer Science and Artificial Intelligence Lab（计算机科学与人工智能实验室） ； Massachusetts Institute of Technology（麻省理工学院） ； Center for Bits and Atoms（比特与原子中心） ； Department of Mechanical Engineering（机械工程系） 纠错

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

Comments 12 Pages, 12 Figures, Association of Computing Machinery (ACM) Symposium on Computational Fabrication (SCF 25),

Journal ref In Proceedings of the ACM Symposium on Computational Fabrication (SCF 25), November 20 21, 2025, Cambridge, MA, USA. ACM, New York, NY, USA

ORCA: A Comprehensive AI-Driven Platform for Digital Pathology Analysis and Biomarker Discovery

Noor Shaker, Mohamed AbouZleikha, Nuha Shaker

专题命中 工作流自动化 ：workflow(abstract)

Comments 15 pages, 4 figures

Synthetic Protein-Ligand Complex Generation for Deep Molecular Docking

Sofiene Khiari, Matthew R. Masters, Amr H. Mahmoud, Markus A. Lill

专题命中 工作流自动化 ：workflow(abstract)

Maps for Autonomous Driving: Full-process Survey and Frontiers

Pengxin Chen, Zhipeng Luo, Xiaoqi Jiang, Zhangcai Yin, Jonathan Li

机构 * School of Resource and Environment Engineering, Wuhan University of Technology, Wuhan, China（武汉理工大学资源与环境工程学院） ； Department of Smart Driving Product, IAS BU, Huawei Technologies, Shanghai, China（华为技术有限公司智能驾驶产品部） ； Key Laboratory of Data Science and Intelligence Application of Fujian Province University and School of Computer Science, Minnan Normal University, Zhangzhou, China（福建省大学数据科学与智能应用重点实验室和闽南师范大学计算机科学学院） ； Global Technology Innovation Center, Chery Automobile Co., Ltd, Shanghai, China（中国一汽集团全球技术创新中心） ； Department of Geography and Environmental Management, University of Waterloo, Waterloo, Canada（滑铁库大学地理与环境管理系） ； Department of Systems Design Engineering, University of Waterloo, Waterloo, Canada（滑铁库大学系统设计工程系） 纠错

专题命中 工作流自动化 ：workflow(abstract)

DPCheatSheet: Using Worked and Erroneous LLM-usage Examples to Scaffold Differential Privacy Implementation

Shao-Yu Chu, Yuhe Tian, Yu-Xiang Wang, Haojian Jin

专题命中 工作流自动化 ：workflow(abstract)

Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework

Bohao Yang, Dong Liu, Chenghao Xiao, Kun Zhao, Chen Tang, Chao Li, Lin Yuan, Guang Yang, Chenghua Lin

机构 * The University of Manchester（曼彻斯特大学） ； Tencent Timi Studio（腾讯TIMI工作室） ； Durham University（杜伦大学） ； University of Pittsburgh（匹兹堡大学） ； University of Surrey（萨里大学） 纠错

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

Comments EMNLP 2025 Findings

Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition

Danielle Cohen, Yoni Halpern, Noam Kahlon, Joel Oren, Omri Berkovitch, Sapir Caduri, Ido Dagan, Anatoly Efros

机构 * Google（谷歌） ； Bar-Ilan University（巴伊兰大学） 纠错

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

ActiveVLN: Towards Active Exploration via Multi-Turn RL in Vision-and-Language Navigation

Zekai Zhang, Weiye Zhu, Hewei Pan, Xiangchen Wang, Rongtao Xu, Xing Sun, Feng Zheng

机构 * Southern University of Science and Technology, China（南方科技大学，中国） ； Spatialtemporal AI, China（时空AI，中国） ； MBZUAI, UAE（MBZUAI，阿联酋） ； Tencent Youtu Lab（腾讯优图实验室） 纠错

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

DialNav: Multi-turn Dialog Navigation with a Remote Guide

Leekyeung Han, Hyunji Min, Gyeom Hwangbo, Jonghyun Choi, Paul Hongsuck Seo

机构 * Korea University（韩国大学） ； University of Seoul（首尔大学） ； Seoul National University（首尔国立大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)

Comments 18 pages, 8 figures, ICCV 2025

Towards Trustworthy Agentic IoEV: AI Agents for Explainable Cyberthreat Mitigation and State Analytics

Meryem Malak Dif, Mouhamed Amine Bouchiha, Abdelaziz Amara Korba, Yacine Ghamri-Doudane

机构 * L3i - La Rochelle University, La Rochelle, France（L3i - 拉罗谢尔大学） 纠错

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

Comments 10 pages, 7 figures, Accepted at LCN'25