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Beihang University(北京航空航天大学)

2026-05-05 至 2026-05-05 共收录 4
2605.01517 2026-05-05 cs.CV

VAnim: Rendering-Aware Sparse State Modeling for Structure-Preserving Vector Animation

VAnim:基于渲染的稀疏状态建模用于结构保持的向量动画

Guotao Liang, Zhangcheng Wang, Chuang Wang, Juncheng Hu, Haitao Zhou, Junhua Liu, Jing Zhang, Dong Xu, Qian Yu

机构 * School of Software, Beihang University, Beijing, China(北京航空航天大学软件学院) Department of Computer Science, The University of Hong Kong, Hong Kong, China(香港大学计算机科学系) College of Computer Science and Technology, Zhejiang University, Hangzhou, China(浙江大学计算机科学与技术学院)

AI总结 VAnim提出了一种基于LLM的框架,通过稀疏状态更新和渲染感知强化学习,实现结构保持的向量动画生成,优于现有方法。

Comments Accepted to ICML 2026. Project page: https://yukinonooo.github.io/VAnimProject

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2605.00955 2026-05-05 cs.CR cs.AI

E-MIA: Exam-Style Black-Box Membership Inference Attacks against RAG Systems

E-MIA:针对RAG系统的考试风格黑盒成员推断攻击

Zelin Guan, Shengda Zhuo, Zeyan Li, Jinchun He, Wangjie Qiu, Zhiming Zheng, Shuqiang Huang

机构 * College of Cyber Security, Jinan University(济南大学网络安全学院) School of Computer Science, Shanghai Jiaotong University(上海交通大学计算机科学学院) Institute of Artificial Intelligence, Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University(北京航空航天大学人工智能研究院) Zhongguancun Laboratory, Beijing(中关村实验室)

AI总结 本文提出E-MIA,通过将目标文档中的可验证硬证据转化为包含四种客观评分题型的考试,利用多证据目标问题的综合考试分数作为成员信号,提升在严格设置下的成员/非成员分离能力,同时保持自然隐蔽的查询。

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2605.00839 2026-05-05 cs.AI cs.LG

2026 Roadmap on Artificial Intelligence and Machine Learning for Smart Manufacturing

2026 年人工智能与机器学习在智能制造中的路线图

Jay Lee, Hanqi Su, Marco Macchi, Adalberto Polenghi, Wei Wu, Zhiheng Zhao, George Q. Huang, Kiva Allgood, Devendra Jain, Benedikt Gieger, Vibhor Pandhare, Soumyabrata Bhattacharjee, Ram Mohril, Lingbao Kong, Qiyuan Wang, Xinlan Tang, Sungjong Kim, Chan Hee Park, Byeng D. Youn, Guo Dong Goh, Xi Huang, Wai Yee Yeong, Yung C Shin, He Zhang, Zitong Wang, Fei Tao, Jagjit Singh Srai, Satyandra K. Gupta, Byung Gun Joung, Albin John, John W. Sutherland, Sang Won Lee, Olga Fink, Vinay Sharma, Faez Ahmed, Wei Chen, Mark Fuge, Arild Waaler, Martin G. Skjæveland, Dimitris Kyritsis, Wei Chen, VispiNevile Karkaria, Yi-Ping Chen, Ying-Kuan Tsai, Joseph Cohen, Xun Huan, Jing Lin, Liangwei Zhang, Gregory W. Vogl, Aaron W. Cornelius, Xiaodong Jia, Dai-Yan Ji, Takanobu Minami, Ruoxin Wang

机构 * Center for Industrial Artificial Intelligence, Department of Mechanical Engineering, University of Maryland, College Park(工业人工智能中心,机械工程系,马里兰大学College Park分校) Department of Management, Economics and Industrial Engineering, Politecnico di Milano(管理、经济与工业工程系,米兰理工学院) Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University(工业与系统工程系,香港理工大学) Centre for Advanced Manufacturing & Supply Chains, World Economic Forum(先进制造与供应链研究中心,世界经济论坛) Department of Mechanical Engineering, Indian Institute of Technology Indore(机械工程系,印度理工学院Indore分校) Future Information Innovative College, Fudan University(未来信息创新学院,复旦大学) Department of Mechanical Engineering, Seoul National University(机械工程系,首尔国立大学) Department of Mechanical and Information Engineering, University of Seoul(机械与信息工程系,首尔大学) Onepredict Corp.(Onepredict公司) School of Mechanical and Aerospace Engineering, Nanyang Technological University(机械与航空航天工程学院,南洋理工大学) Singapore Centre for 3D Printing, Nanyang Technological University(新加坡3D打印中心,南洋理工大学) Mechanical Engineering, Purdue University(机械工程系,普渡大学) Digital Twin International Research Center, International Institute for Interdisciplinary and Frontiers, Beihang University(数字孪生国际研究中心, interdisciplinary and Frontiers 国际研究院,北京航空航天大学) School of Automation Science and Electrical Engineering, Beihang University(自动化科学与电气工程学院,北京航空航天大学) Department of Engineering, University of Cambridge(工程系,剑桥大学) Center for Advanced Manufacturing, University of Southern California(先进制造中心,南加州大学) School of Sustainability Engineering and Environmental Engineering, Purdue University(可持续工程与环境工程系,普渡大学) School of Mechanical Engineering, Sungkyunkwan University(机械工程系,全南大学) Intelligent Maintenance and Operations Systems, EPFL(智能维护与运营系统,苏黎世联邦理工学院) Department of Mechanical Engineering, Massachusetts Institute of Technology(机械工程系,麻省理工学院) J. Mike Walker ’66 Department of Mechanical Engineering, Texas A&M University(J. Mike Walker ’66 机械工程系,德克萨斯A&M大学) Department of Mechanical and Process Engineering, ETH Zürich(机械与工艺工程系,苏黎世联邦理工学院)

AI总结 本文探讨人工智能与机器学习在智能制造中的发展现状与未来方向,涵盖基础理论、应用领域及新兴技术,旨在推动创新与产业应用。

Comments This paper has been accepted for publication in the Journal Machine Learning: Engineering

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2408.01055 2026-05-05 cs.SE cs.AI cs.CR

Towards Agentic Runtime Healing

面向代理的运行时自愈

Zhensu Sun, Haotian Zhu, Bowen Xu, Xiaoning Du, Li Li, David Lo

机构 * Singapore Management University(新加坡国立大学) North Carolina State University(北卡罗来纳州立大学) Monash University(墨尔本大学) Beihang University(北航)

AI总结 本文提出利用大语言模型实现动态生成错误处理策略,通过Healer框架在四个代码数据集上验证了其在运行时错误恢复中的有效性,展示了LLM在自愈系统中的潜力。

Comments Accepted by CACM

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