机构
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School of Electronics Engineering and Computer Science, Peking University（北京大学电子工程与计算机科学学院）
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School of Computer Science, Peking University（北京大学计算机科学学院）
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Huazhong University of Science and Technology（华中科技大学）
ROSClaw: A Hierarchical Semantic-Physical Framework for Heterogeneous Multi-Agent Collaboration
ROSClaw：一种用于异构多智能体协作的分层语义-物理框架
Rongfeng Zhao, Xuanhao Zhang, Zhaochen Guo, Xiang Shao, Zhongpan Zhu, Bin He, Jie Chen
机构
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Shanghai Research Institute for Intelligent Autonomous Systems（上海智能自主系统研究院）
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National Key Laboratory of Autonomous Intelligent Unmanned Systems (Tongji University)（自主智能无人系统全国重点实验室（同济大学））
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Frontiers Science Center for Intelligent Autonomous Systems（智能自主系统前沿科学中心）
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Tongji University（同济大学）
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College of Electronics and Information Engineering, Tongji University（同济大学电子与信息工程学院）
Schema-Aware Planning and Hybrid Knowledge Toolset for Reliable Knowledge Graph Triple Verification
基于模式的规划和混合知识工具集的可靠知识图谱三元组验证
Xinyan Ma, Xianhao Ou, Weihao Zhang, Shixin Jiang, Runxuan Liu, Dandan Tu, Lei Chen, Ming Liu, Bing Qin
机构
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Harbin Institute of Technology（哈尔滨工业大学）
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Huawei Technologies Co., Ltd.（华为技术有限公司）
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Bay Area International Business School, Beijing Normal University（北京师范大学湾区国际商学院）
CommentsPaper currently under review (IEEE TNSE). Contents of this work may change at any time without notice. This is the author's preliminary version
机构
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State Key Laboratory of AI Safety, Institute of Computing Technology, CAS（中国科学院计算技术研究所人工智能安全国家重点实验室）
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University of Chinese Academy of Sciences（中国科学院大学）
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School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences（中国科学院大学前沿交叉科学学院）
BAAI Cardiac Agent: An intelligent multimodal agent for automated reasoning and diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging
BAAI心脏代理：一种智能多模态代理，用于从心脏磁共振成像自动推理和诊断心血管疾病
Taiping Qu, Hongkai Zhang, Lantian Zhang, Can Zhao, Nan Zhang, Hui Wang, Zhen Zhou, Mingye Zou, Kairui Bo, Pengfei Zhao, Xingxing Jin, Zixian Su, Kun Jiang, Huan Liu, Yu Du, Maozhou Wang, Ruifang Yan, Zhongyuan Wang, Tiejun Huang, Lei Xu, Henggui Zhang
机构
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Beijing Academy of Artificial Intelligence（北京智源人工智能研究院）
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Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung & Vascular Diseases, Capital Medical University（首都医科大学附属北京安贞医院放射科，北京市心肺血管疾病研究所）
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Department of MR, the First Affiliated Hospital, Henan Medical University（河南医科大学第一附属医院磁共振科）
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Department of Cardiology, Clinical Center for Coronary Heart Disease, Beijing Institute of Heart, Lung and Blood Vessel Disease, Beijing Anzhen Hospital, Capital Medical University（首都医科大学附属北京安贞医院心内科，冠心病临床中心，北京市心肺血管疾病研究所）
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Department of Cardiac Surgery, Beijing Anzhen Hospital, Institute of Heart, Lung and Vascular Diseases, Capital Medical University（首都医科大学附属北京安贞医院心脏外科，心肺血管疾病研究所）
CommentsThis article is adapted from Perplexity's response to NIST/CAISI Request for Information 2025-0035. 91 Fed. Reg. 698 (Jan. 8, 2026). The originally submitted response can be found on the public docket at https://www.regulations.gov/comment/NIST-2025-0035-0505
Towards Agentic Defect Reasoning: A Graph-Assisted Retrieval Framework for Laser Powder Bed Fusion
迈向代理缺陷推理：一种用于激光粉末床融合的图辅助检索框架
Muhammad Rizwan Awan, Volker Pickert, Muhammad Waqar Ashraf, Saleh Ali, Farshid Mahmouditabar, Shafiq Odhano
机构
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Department of Electrical and Electronic Engineering, The Newcastle University（纽卡斯尔大学电气与电子工程系）
；
The Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, University College London（伦敦大学学院化学工程系萨金特过程系统工程中心）
Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning
通过交错多模态推理的视觉-反图形代理
Shaofeng Yin, Jiaxin Ge, Zora Zhiruo Wang, Chenyang Wang, Xiuyu Li, Michael J. Black, Trevor Darrell, Angjoo Kanazawa, Haiwen Feng
机构
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University of California, Berkeley（加州大学伯克利分校）
；
Carnegie Mellon University（卡内基梅隆大学）
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Max Planck Institute for Intelligent Systems（马克斯·普朗克智能系统研究所）
；
Impossible, Inc.（Impossible公司）
CommentsPublished in Journal of Artificial Intelligence (JAIR) in 2024. Updated to published version, changed title to JAIR version, added a new author that led the submission
Comments3rd-place solution for the ACM ICAIF 2025 Agentic Retrieval Grand Challenge. Accepted for poster presentation at ICLR 2026 (Advances in Financial AI Workshop)
AI Trust OS -- A Continuous Governance Framework for Autonomous AI Observability and Zero-Trust Compliance in Enterprise Environments
AI信任操作系统——面向企业环境的连续治理框架：自主AI可观测性和零信任合规性
Eranga Bandara, Asanga Gunaratna, Ross Gore, Abdul Rahman, Ravi Mukkamala, Sachin Shetty, Sachini Rajapakse, Isurunima Kularathna, Peter Foytik, Safdar H. Bouk, Xueping Liang, Amin Hass, Ng Wee Keong, Kasun De Zoysa
机构
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Old Dominion University（欧道明大学）
；
AI Motion Labs（AI Motion实验室）
；
Florida International University（佛罗里达国际大学）
；
Nanyang Technological University（南洋理工大学）
；
University of Colombo（科伦坡大学）
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Accenture Technology Labs（埃森哲技术实验室）
