AI Agent

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Weiyun Wang, Zhangwei Gao, Lixin Gu, Hengjun Pu, Long Cui, Xingguang Wei, Zhaoyang Liu, Linglin Jing, Shenglong Ye, Jie Shao, Zhaokai Wang, Zhe Chen, Hongjie Zhang, Ganlin Yang, Haomin Wang, Qi Wei, Jinhui Yin, Wenhao Li, Erfei Cui, Guanzhou Chen, Zichen Ding, Changyao Tian, Zhenyu Wu, Jingjing Xie, Zehao Li, Bowen Yang, Yuchen Duan, Xuehui Wang, Zhi Hou, Haoran Hao, Tianyi Zhang, Songze Li, Xiangyu Zhao, Haodong Duan, Nianchen Deng, Bin Fu, Yinan He, Yi Wang, Conghui He, Botian Shi, Junjun He, Yingtong Xiong, Han Lv, Lijun Wu, Wenqi Shao, Kaipeng Zhang, Huipeng Deng, Biqing Qi, Jiaye Ge, Qipeng Guo, Wenwei Zhang, Songyang Zhang, Maosong Cao, Junyao Lin, Kexian Tang, Jianfei Gao, Haian Huang, Yuzhe Gu, Chengqi Lyu, Huanze Tang, Rui Wang, Haijun Lv, Wanli Ouyang, Limin Wang, Min Dou, Xizhou Zhu, Tong Lu, Dahua Lin, Jifeng Dai, Weijie Su, Bowen Zhou, Kai Chen, Yu Qiao, Wenhai Wang, Gen Luo

机构 * Shanghai AI Laboratory（上海人工智能实验室） 纠错

专题命中 规划决策 ：agentic(abstract)

Future Deployment and Flexibility of Distributed Energy Resources in the Distribution Grids of Switzerland

Lorenzo Zapparoli, Alfredo Oneto, María Parajeles Herrera, Blazhe Gjorgiev, Gabriela Hug, Giovanni Sansavini

专题命中 规划决策 ：planning(abstract)

Comments The dataset can be accessed here: https://doi.org/10.5281/zenodo.15056134

Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation

Patryk Rygiel, Julian Suk, Kak Khee Yeung, Christoph Brune, Jelmer M. Wolterink

机构 * Department of Applied Mathematics, Technical Medical Centre, University of Twente（应用数学系、技术医学中心、埃因霍温大学） ； Department of Surgery, Amsterdam University Medical Center, Location University of Amsterdam（外科系、阿姆斯特丹大学医学中心、阿姆斯特丹大学） ； Department of Surgery, Amsterdam University Medical Center, Location Vrije Universiteit Amsterdam（外科系、阿姆斯特丹大学医学中心、自由大学阿姆斯特丹） ； Amsterdam Cardiovascular Sciences, Atherosclerosis & Aortic diseases（阿姆斯特丹心血管科学、动脉粥样硬化与主动脉疾病） 纠错

专题命中 规划决策 ：planning(abstract)

Travel Time Reliability in Stochastic Kinematic Flow Models

Alexander Hammerl, Ravi Seshadri, Thomas Kjær Rasmussen, Otto Anker Nielsen

专题命中 规划决策 ：planning(abstract)

A Comprehensive Review on Traffic Datasets and Simulators for Autonomous Vehicles

Supriya Sarker, Brent Maples, Iftekharul Islam, Muyang Fan, Christos Papadopoulos, Weizi Li

专题命中 规划决策 ：planning(abstract)

Comments This manuscript has been withdrawn due to the need for substantial updates and revisions

Improving Rapidly-exploring Random Trees algorithm for Automated Parking in Real-world Scenarios

Jiri Vlasak, Michal Sojka, Zdeněk Hanzálek

专题命中 规划决策 ：planning(abstract)

Comments 20 pages, 14 figures, 2 tables

An Iterative Approach for Heterogeneous Multi-Agent Route Planning with Resource Transportation Uncertainty and Temporal Logic Goals

Gustavo A. Cardona, Kaier Liang, Cristian-Ioan Vasile

机构 * Mechanical Engineering and Mechanics Department（机械工程与力学系） 纠错

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

Think Smart, Act SMARL! Analyzing Probabilistic Logic Shields for Multi-Agent Reinforcement Learning

Satchit Chatterji, Erman Acar

机构 * IvI \& ILLC, University of Amsterdam 纠错

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

Comments Accepted to the 28th European Conference on Artificial Intelligence (ECAI 2025) --- 21 pages, 15 figures, Earlier title: "Analyzing Probabilistic Logic Driven Safety in Multi-Agent Reinforcement Learning"; (changed for specificity and clarity)

Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence

Ji Wang, Kashing Chen, Xinyuan Song, Ke Zhang, Lynn Ai, Eric Yang, Bill Shi

机构 * Gradient ； The Chinese University of Hong Kong（香港中文大学） ； Department of Computer Science and Computer Engineering, Waseda University（计算机科学与工程系，早稻田大学） 纠错

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

PoolFlip: A Multi-Agent Reinforcement Learning Security Environment for Cyber Defense

Xavier Cadet, Simona Boboila, Sie Hendrata Dharmawan, Alina Oprea, Peter Chin

机构 * Dartmouth College（达特茅斯学院） ； Northeastern University（东北大学） 纠错

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

Comments Accepted at GameSec 2025

DVM-SLAM: Decentralized Visual Monocular Simultaneous Localization and Mapping for Multi-Agent Systems

Joshua Bird, Jan Blumenkamp, Amanda Prorok

机构 * Department of Computer Science and Technology, University of Cambridge（计算机科学与技术系，剑桥大学） 纠错

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

Comments Accepted to 2025 IEEE International Conference on Robotics and Automation, pp. 15814-15820

The Aegis Protocol: A Foundational Security Framework for Autonomous AI Agents

Sai Teja Reddy Adapala, Yashwanth Reddy Alugubelly

机构 * Associate Professor, Sree Dattha Group of Institutions, Hyderabad, India（副教授，Sree Dattha学院，海得拉巴，印度） 纠错

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

Comments 10 pages, 3 figures, 3 tables. Source compiled with pdfLaTeX; bibliography included via prebuilt main.bbl. Code repository: available in paper

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science

Daoyuan Jin, Nick Gunner, Niko Carvajal Janke, Shivranjani Baruah, Kaitlin M. Gold, Yu Jiang

机构 * School of Electrical and Computer Engineering（电气与计算机工程学院） ； Cornell University（康奈尔大学） ； Horticulture Section, School of Integrative Plant Science, Cornell AgriTech（植物科学整合学院园艺部门，康奈尔农业科技） ； PPPMB Section, School of Integrative Plant Science, Cornell AgriTech（植物科学整合学院PPPMB部门，康奈尔农业科技） 纠错

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

CompLex: Music Theory Lexicon Constructed by Autonomous Agents for Automatic Music Generation

Zhejing Hu, Yan Liu, Gong Chen, Bruce X. B. Yu

机构 * Department of Computing, The Hong Kong Polytechnic University（香港理工大学计算机系） ； Zhejiang University-University of Illinois Urbana-Champaign Institute（浙江大学-伊利诺伊大学厄巴纳-香槟分校联合研究所） 纠错

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

Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception

Yang Li, Quan Yuan, Guiyang Luo, Xiaoyuan Fu, Rui Pan, Yujia Yang, Congzhang Shao, Yuewen Liu, Jinglin Li

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

PersoNo: Personalised Notification Urgency Classifier in Mixed Reality

Jingyao Zheng, Haodi Weng, Xian Wang, Chengbin Cui, Sven Mayer, Chi-lok Tai, Lik-Hang Lee

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

Comments Accepted by ISMAR 2025

Characteristics of ChatGPT users from Germany: implications for the digital divide from web tracking data

Celina Kacperski, Denis Bonnay, Juhi Kulshrestha, Peter Selb, Andreas Spitz, Roberto Ulloa

专题命中 多智能体 ：agent(abstract)

Journal ref PLOS ONE, 2025, 20(1), e0309047

Self-Organizing Agent Network for LLM-based Workflow Automation

Yiming Xiong, Jian Wang, Bing Li, Yuhan Zhu, Yuqi Zhao

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

Servant, Stalker, Predator: How An Honest, Helpful, And Harmless (3H) Agent Unlocks Adversarial Skills

David Noever

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

Attention is also needed for form design

B. Sankar, Dibakar Sen

机构 * iisc.ac.in（印度科学研究所） 纠错

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

Comments 55 pages, 45 figures,

Large Language Models (LLMs) for Electronic Design Automation (EDA)

Kangwei Xu, Denis Schwachhofer, Jason Blocklove, Ilia Polian, Peter Domanski, Dirk Pflüger, Siddharth Garg, Ramesh Karri, Ozgur Sinanoglu, Johann Knechtel, Zhuorui Zhao, Ulf Schlichtmann, Bing Li

机构 * Technical University of Munich（慕尼黑技术大学） ； University of Stuttgart（斯图加特大学） ； New York University（纽约大学） ； University of Siegen（锡根大学） 纠错

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

Comments Accepted by IEEE International System-on-Chip Conference

Orchid: Orchestrating Context Across Creative Workflows with Generative AI

Srishti Palani, Gonzalo Ramos

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

Differentiable multiphase flow model for physics-informed machine learning in reservoir pressure management

Harun Ur Rashid, Aleksandra Pachalieva, Daniel O'Malley

机构 * Earth and Environmental Sciences Division, Los Alamos National Laboratory（地球与环境科学部，洛斯阿拉莫斯国家实验室） 纠错

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

Thinking Before You Speak: A Proactive Test-time Scaling Approach

Cong Liu, Wenchang Chai, Hejun Wu, Yan Pan, Pengxu Wei, Liang Lin

机构 * Sun Yat-sen University（中山大学） ； Hong Kong Polytechnic University（香港理工大学） 纠错

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

Journal ref EMNLP 2025

Synthesizing High-Quality Programming Tasks with LLM-based Expert and Student Agents

Manh Hung Nguyen, Victor-Alexandru Pădurean, Alkis Gotovos, Sebastian Tschiatschek, Adish Singla

机构 * MPI-SWS ； University of Vienna（维也纳大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments AIED'25 paper

Explainable AI for Clinical Outcome Prediction: A Survey of Clinician Perceptions and Preferences

Jun Hou, Lucy Lu Wang

机构 * Virginia Tech（弗吉尼亚理工大学） ； University of Washington（华盛顿大学） 纠错

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

Journal ref 2025 AMIA Informatics Summit

EdgeMark: An Automation and Benchmarking System for Embedded Artificial Intelligence Tools

Mohammad Amin Hasanpour, Mikkel Kirkegaard, Xenofon Fafoutis

机构 * organization= Department of Applied Mathematics ； Computer Science, \ University of Denmark (DTU) , city= Kgs. Lyngby , postcode= 2800 , country= Denmark ； organization= Department of Electrical ； Computer Engineering, \ University , city= Aarhus , postcode= 8200 , country= Denmark 纠错

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

Journal ref Journal of Systems Architecture (2025)

CHEMSMART: Chemistry Simulation and Modeling Automation Toolkit for High-Efficiency Computational Chemistry Workflows

Xinglong Zhang, Huiwen Tan, Jingyi Liu, Zihan Li, Lewen Wang, Benjamin W. J. Chen

专题命中 工作流自动化 ：workflow(abstract)

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models

Xiaoqi Wang, Yun Zhang, Weisi Lin

机构 * School of Electronics and Communication Engineering, Sun Yat-sen University（电子与通信工程学院，中山大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Mitigating Biases in Surgical Operating Rooms with Geometry

Tony Danjun Wang, Tobias Czempiel, Nassir Navab, Lennart Bastian

机构 * Computer Aided Medical Procedures, TU Munich, Germany（图宾根大学医学辅助技术部） ； Munich Center for Machine Learning, Germany（慕尼黑机器学习中心） ； UCL Hawkes Institute, Dept. Computer Science, University College London（伦敦大学学院霍克斯研究所） ； Minimally Invasive Surgery, University Hospital of Munich (LMU), Germany（慕尼黑大学医院微创外科） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments Extended Abstract, presented at the MICCAI'25 workshop on Collaborative Intelligence and Autonomy in Image-guided Surgery