AI Agent

Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter

Xi Xiong, Kaan Ozbay, Li Jin, Chen Feng

专题命中 规划决策 ：planning(abstract)；分类 cs.LG

Using sparse matrices and splines-based interpolation in computational fluid dynamics simulations

Gianluca Argentini

专题命中 规划决策 ：planning(abstract)

Comments Talk at SIMAI (Societa' Italiana di Matematica Applicata e Industriale) 2004 Congress, Venice, San Servolo Island, September 20-24, 2004

Using matrices in post-processing phase of CFD simulations

Gianluca Argentini

专题命中 规划决策 ：planning(abstract)

Comments Paper based on presentation-talk at SCICOMP9, Bologna (Italy), March 23-26, 2004; workshop organized by IBM, CINECA (Italy) (dr. Sigismondo Boschi, dr. Giovanni Erbacci), NERSC-DOE (USA) (dr. David Skinner), web site: www.spscicomp.org ; main topics: Computational Fluid Dynamics

Journal ref Progress in Industrial Mathematics at ECMI 2004 - Eindhoven (Netherlands), Springer, 2005

Bio-inspired Microgrid Management based on Brain's Sensorimotor Gating

Panos C. Papageorgiou, Anastasios E. Giannopoulos, Sotirios T. Spantideas

专题命中 规划决策 ：workflow(abstract)

SEGA: A Stepwise Evolution Paradigm for Content-Aware Layout Generation with Design Prior

Haoran Wang, Bo Zhao, Jinghui Wang, Hanzhang Wang, Huan Yang, Wei Ji, Hao Liu, Xinyan Xiao

机构 * Baidu Inc.（百度公司） ； Nanjing University（南京大学） ； Harbin Institute of Technology（哈尔滨工业大学） ； Kuaishou Technology（快手科技） 纠错

专题命中 规划决策 ：planning(abstract)

Comments Accepted by ICCV-2025, Our project website is at: https://brucew91.github.io/SEGA.github.io/, 10 pages

Deep Learning Based Domain Adaptation Methods in Remote Sensing: A Comprehensive Survey

Shuchang Lyu, Qi Zhao, Zheng Zhou, Meng Li, You Zhou, Dingding Yao, Guangliang Cheng, Huiyu Zhou, Zhenwei Shi

机构 * Department of Electronic and Information Engineering, Beihang University（北航电子与信息工程学院） ； Image Processing Center, School of Astronautics, Beihang University（北航航天学院图像处理中心） ； Institute of Acoustics, Chinese Academy of Sciences（中国科学院声学研究所） 纠错

专题命中 规划决策 ：planning(abstract)

Comments 30 pages, 7 figures

Hypergame-based Cognition Modeling and Intention Interpretation for Human-Driven Vehicles in Connected Mixed Traffic

Jianguo Chen, Zhengqin Liu, Jinlong Lei, Peng Yi, Yiguang Hong, Hong Chen

专题命中 规划决策 ：planning(abstract)

QCFace: Image Quality Control for boosting Face Representation & Recognition

Duc-Phuong Doan-Ngo, Thanh-Dang Diep, Thanh Nguyen-Duc, Thanh-Sach LE, Nam Thoai

机构 * Faculty of Computer Science and Engineering（计算机科学与工程学院） ； Advanced Institute of Interdisciplinary Science and Technology（跨学科科学与技术高级研究所） ； Ho Chi Minh City University of Technology (HCMUT)（胡志明市技术大学） ； School of Clinical Sciences（临床科学学院） ； Monash University（莫纳什大学） ； Monash Health（莫纳什健康） 纠错

专题命中 规划决策 ：planning(abstract)

Comments 21 pages with 11 figures, 14 tables and 71 references. Accepted in Round 1 at WACV 2026, Oral

Autonomous Reactive Masonry Construction using Collaborative Heterogeneous Aerial Robots with Experimental Demonstration

Marios-Nektarios Stamatopoulos, Elias Small, Shridhar Velhal, Avijit Banerjee, George Nikolakopoulos

专题命中 规划决策 ：planning(abstract)

Location and allocation problem of high-speed train maintenance bases

Boliang Lin, Xiang Li, Yuxue Gu, Dishen Lu

专题命中 规划决策 ：planning(abstract)

Stochastic Model Predictive Control for Sub-Gaussian Noise

Yunke Ao, Johannes Köhler, Manish Prajapat, Yarden As, Melanie Zeilinger, Philipp Fürnstahl, Andreas Krause

专题命中 规划决策 ：planning(abstract)

Comments 15 pages, 6 figures, submitted to Automatica

Topological Structure Learning Should Be A Research Priority for LLM-Based Multi-Agent Systems

Jiaxi Yang, Mengqi Zhang, Yiqiao Jin, Hao Chen, Qingsong Wen, Lu Lin, Yi He, Srijan Kumar, Weijie Xu, James Evans, Jindong Wang

机构 * The Pennsylvania State University（宾夕法尼亚州立大学） ； William & Mary（威廉与玛丽学院） ； Georgia Institute of Technology（佐治亚理工学院） ； AMD（AMD公司） ； Squirrel AI ； Amazon（亚马逊公司） ； University of Chicago（芝加哥大学） 纠错

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

The Spark Effect: On Engineering Creative Diversity in Multi-Agent AI Systems

Alexander Doudkin, Anton Voelker, Friedrich von Borries

机构 * Art of X UG (haftungsbeschraenkt)（Art of X 有限公司） ； HFBK Hamburg（汉堡艺术大学） ； Hamburg Open Online University (HOOU) program（汉堡开放在线大学（HOOU）计划） 纠错

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

Comments 10 pages, 2 figures, 2 tables. This project was collaboratively developed with the Art of X UG (haftungsbeschraenkt) AI Research team and HFBK Hamburg, with initial funding from the Hamburg Open Online University (HOOU) program

Decentralizing Multi-Agent Reinforcement Learning with Temporal Causal Information

Jan Corazza, Hadi Partovi Aria, Hyohun Kim, Daniel Neider, Zhe Xu

机构 * Research Center Trustworthy Data Science and Security of the University Alliance Ruhr（可信数据科学与安全大学联盟鲁尔研究中心） ； Department of Computer Science, TU Dortmund University（图腾大学计算机科学系） ； Arizona State University（亚利桑那州立大学） 纠错

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

Comments Code available at https://github.com/corazza/tcdmarl

Journal ref ECML PKDD 2025 (LNCS, vol. 16018, pp. 77-94)

SQuAI: Scientific Question-Answering with Multi-Agent Retrieval-Augmented Generation

Ines Besrour, Jingbo He, Tobias Schreieder, Michael Färber

机构 * TU Dresden（德累斯顿理工大学） 纠错

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

Comments Accepted at CIKM 2025

AURA: An Agent Autonomy Risk Assessment Framework

Lorenzo Satta Chiris, Ayush Mishra

机构 * University of Exeter（埃克塞特大学） 纠错

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

Comments 10 pages, 2 figures. Submitted for open-access preprint on arXiv. Based on the AAMAS 2026 paper template

Decentralized Parameter-Free Online Learning

Tomas Ortega, Hamid Jafarkhani

机构 * Center for Pervasive Communications & Computing and EECS Department, University of California, Irvine（普及通信与计算中心及电子工程与计算机科学系，加州大学伊文斯顿分校） 纠错

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

Derivation and quasi-invariant asymptotics of phenotype-structured integro-differential models

Emanuele Bernardi, Tommaso Lorenzi, Andrea Tosin

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

Combinatorial Contract Design: Recent Progress and Emerging Frontiers

Michal Feldman

专题命中 多智能体 ：agent(abstract)

Cooperative Bargaining Games Without Utilities: Mediated Solutions from Direction Oracles

Kushagra Gupta, Surya Murthy, Mustafa O. Karabag, Ufuk Topcu, David Fridovich-Keil

专题命中 多智能体 ：agent(abstract)

SPICE: A Synergistic, Precise, Iterative, and Customizable Image Editing Workflow

Kenan Tang, Yanhong Li, Yao Qin

机构 * University of California, Santa Barbara（加州大学圣芭芭拉分校） 纠错

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

Comments The paper has been accepted to NeurIPS Creative AI Track 2025. Figure 4(c) has been accepted to CVPR AI Art Gallery 2025

Build Your Personalized Research Group: A Multiagent Framework for Continual and Interactive Science Automation

Ed Li, Junyu Ren, Xintian Pan, Cat Yan, Chuanhao Li, Dirk Bergemann, Zhuoran Yang

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

Comments 37 pages, 5 figures. Code: https://github.com/ltjed/freephdlabor

ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations

Alex Gu, Bartosz Piotrowski, Fabian Gloeckle, Kaiyu Yang, Aram H. Markosyan

机构 * Meta FAIR & MIT CSAIL（Meta FAIR 与 MIT CSAIL） ； Meta FAIR ； Meta FAIR & École des Ponts Paris（Meta FAIR 与 巴黎École des Ponts） 纠错

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

Comments 52 pages, 16 figures, website: http://proof-optimizer.github.io/

METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation

Siddhant Ray, Rui Pan, Zhuohan Gu, Kuntai Du, Shaoting Feng, Ganesh Ananthanarayanan, Ravi Netravali, Junchen Jiang

机构 * University of Chicago（芝加哥大学） ； Princeton University（普林斯顿大学） ； University of Chicago / TensorMesh（芝加哥大学 / TensorMesh） ； Microsoft（微软公司） 纠错

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

Comments 17 pages, 18 figures

EASELAN: An Open-Source Framework for Multimodal Biosignal Annotation and Data Management

Rathi Adarshi Rammohan, Moritz Meier, Dennis Küster, Tanja Schultz

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

GAZE:Governance-Aware pre-annotation for Zero-shot World Model Environments

Leela Krishna, Mengyang Zhao, Saicharithreddy Pasula, Harshit Rajgarhia, Abhishek Mukherji

机构 * Centific Global Solutions Inc.（Centific全球解决方案公司） 纠错

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

Extending Load Forecasting from Zonal Aggregates to Individual Nodes for Transmission System Operators

Oskar Triebe, Fletcher Passow, Simon Wittner, Leonie Wagner, Julio Arend, Tao Sun, Chad Zanocco, Marek Miltner, Arezou Ghesmati, Chen-Hao Tsai, Christoph Bergmeir, Ram Rajagopal

机构 * School of Engineering, Stanford University（斯坦福大学工程学院） ； Technical University Munich（慕尼黑技术大学） ； Czech Technical University in Prague（布拉格捷克技术大学） ； University of Granada（Granada大学） ； Monash University（墨尔本大学） 纠错

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

Comments Collaborative Research, Stanford University and Midcontinent Independent System Operator

CLAIRE-DSA: Fluoroscopic Image Classification for Quality Assurance of Computer Vision Pipelines in Acute Ischemic Stroke

Cristo J. van den Berg, Frank G. te Nijenhuis, Mirre J. Blaauboer, Daan T. W. van Erp, Carlijn M. Keppels, Matthijs van der Sluijs, Bob Roozenbeek, Wim van Zwam, Sandra Cornelissen, Danny Ruijters, Ruisheng Su, Theo van Walsum

机构 * TU Delft（代尔夫特理工大学） ； Erasmus MC（埃因霍温麦斯特理工大学） ； Maastricht UMC+（马斯特里赫特大学医学中心） ； TU Eindhoven（埃因霍温理工大学） 纠错

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

Comments 10 pages, 4 figures, workshop paper accepted at https://switchmiccai.github.io/switch/

Journal ref SWITCH 2025, LNCS, 16098, (2025) 32-41

Clarifying the Ti-V Phase Diagram Using First-Principles Calculations and Bayesian Learning

Timofei Miryashkin, Olga Klimanova, Alexander Shapeev

机构 * Skolkovo Institute of Science and Technology, Artificial Intelligence Center（斯克尔科vo科学与技术研究院，人工智能中心） 纠错

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

Breaking scaling relations with inverse catalysts: a machine learning exploration of trends in $\mathrm{CO_2}$ hydrogenation energy barriers

Luuk H. E. Kempen, Marius Juul Nielsen, Mie Andersen

机构 * Center for Interstellar Catalysis, Department of Physics and Astronomy, Aarhus University, Aarhus C, Denmark（星际催化中心，物理与天文学系，奥胡斯大学，奥胡斯C，丹麦） ； Aarhus Institute of Advanced Studies, Aarhus University, Aarhus C, Denmark（奥胡斯高级研究学院，奥胡斯大学，奥胡斯C，丹麦） 纠错

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

Comments 10 pages, 6 figures + supporting information (5 pages, 7 figures, 2 tables)

Journal ref ACS Catalysis 15, 21, 17635--17644 (2025)