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检索条件"机构=High Performance Computing Laboratory Computer engineering Department"
1605 条 记 录,以下是11-20 订阅
排序:
All-optical scalable and programmable VCSEL-based Ising annealer with parallel feedback
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Optics Express 2025年 第11期33卷 22119-22131页
作者: Dewen Zhang Zifeng Yuan Thanh Xuan Hoang Wujie Fu Ching Eng Png Soon Thor Lim Aaron Danner National University of Singapore Department of Electrical and Computer Engineering 4 Engineering Drive 3 117583 Singapore Institute of High Performance Computing (IHPC) Agency for Science Technology and Research (A★STAR) 1 Fusionopolis Way #16-16 Connexis 138632 Singapore
An Ising machine stands as a compelling solution for large-scale combinatorial optimization problems, leveraging its unconventional computational architecture. We propose an optical parallel feedback system, employing... 详细信息
来源: 评论
A Vertical Federated Multiview Fuzzy Clustering Method for Incomplete Data
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IEEE Transactions on Fuzzy Systems 2025年 第5期33卷 1510-1524页
作者: Li, Yan Hu, Xingchen Yu, Shengju Ding, Weiping Pedrycz, Witold Kiat, Yeo Chai Liu, Zhong National University of Defense Technology Laboratory for Big Data and Decision Changsha410073 China National University of Defense Technology School of Computer Changsha410073 China Nantong University School of Artificial Intelligence and Computer Science Nantong226019 China Gliwice44-100 Poland University of Alberta Department of Electrical and Computer Engineering EdmontonABT6G 2R3 Canada Istinye University Research Center of Performance and Productivity Analysis Istanbul34010 Turkey Nanyang Technological University College of Computing and Data Science 639798 Singapore
Multiview fuzzy clustering (MVFC) has gained widespread adoption owing to its inherent flexibility in handling ambiguous data. The proliferation of privatization devices has driven the emergence of new challenge in MV... 详细信息
来源: 评论
Unknown-Aware Bilateral Dependency Optimization for Defending Against Model Inversion Attacks
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IEEE Transactions on Pattern Analysis and Machine Intelligence 2025年 PP卷 PP页
作者: Peng, Xiong Liu, Feng Wang, Nannan Lan, Long Liu, Tongliang Cheung, Yiu-Ming Han, Bo Hong Kong Baptist University Department of Computer Science Hong Kong The University of Melbourne School of Computing and Information Systems Australia Xidian University State Key Laboratory of Integrated Services Networks School of Telecommunications Engineering Shaanxi Xi'an710071 China National University of Defense Technology State Key Laboratory of High Performance Computing School of Computer Hunan Changsha410000 China The University of Sydney Sydney AI Centre School of Computer Science Faculty of Engineering Australia
By abusing access to a well-trained classifier, model inversion (MI) attacks pose a significant threat as they can recover the original training data, leading to privacy leakage. Previous studies mitigated MI attacks ... 详细信息
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Numerical simulations of attachment-line boundary layer in hypersonic flow. Part 1. Roughness-induced subcritical transitions
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Journal of Fluid Mechanics 2025年 1009卷
作者: Xi, Youcheng Yan, Bowen Yang, Guangwen Sha, Xinguo Zhu, Dehua Fu, Song School of Aerospace Engineering Tsinghua University Beijing100084 China Institute of High Performance Computing Department of Computer Science and Technology Tsinghua University Beijing100084 China China Academy of Aerospace Aerodynamics Beijing100074 China
The attachment-line boundary layer is critical in hypersonic flows because of its significant impact on heat transfer and aerodynamic performance. In this study, high-fidelity numerical simulations are conducted to an... 详细信息
来源: 评论
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning
arXiv
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arXiv 2025年
作者: Qi, Xiaoming Zhang, Jingyang Fu, Huazhu Yang, Guanyu Li, Shuo Jin, Yueming Department of Biomedical Engineering Department of Electrical and Computer Engineering National University of Singapore Singapore Singapore Ministry of Education Nanjing China Institute of High Performance Computing A*STAR Singapore Departments Biomedical Engineering and Computer and Data Science Case Western Reserve University Cleveland United States
Federated continual learning (FCL) offers an emerging pattern to facilitate the applicability of federated learning (FL) in real-world scenarios, where tasks evolve dynamically and asynchronously across clients, espec... 详细信息
来源: 评论
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning
arXiv
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arXiv 2025年
作者: Qi, Xiaoming Zhang, Jingyang Fu, Huazhu Yang, Guanyu Li, Shuo Jin, Yueming Department of Biomedical Engineering Department of Electrical and Computer Engineering National University of Singapore Singapore Singapore Ministry of Education Nanjing China Institute of High Performance Computing A*STAR Singapore Departments Biomedical Engineering Computer and Data Science Case Western Reserve University Cleveland United States
Federated continual learning (FCL) offers an emerging pattern to facilitate the applicability of federated learning (FL) in real-world scenarios, where tasks evolve dynamically and asynchronously across clients, espec... 详细信息
来源: 评论
Robust and digital hyper-polarization protocol of nuclear spins via magic sequential sequence
arXiv
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arXiv 2025年
作者: Li, Haiyang Liao, Hao Wang, Ping Faculty of Arts and Sciences Beijing Normal University Zhuhai519087 China National Engineering Laboratory on Big Data System Computing Technology Guangdong Province Engineering Center of China-made High Performance Data Computing System College of Computer Science and Software Engineering Shenzhen University Shenzhen518060 China
Hyper-polarization of nuclear spins is crucial for advancing nuclear magnetic resonance (NMR) and quantum information technologies, as nuclear spins typically exhibit extremely low polarization at room temperature due... 详细信息
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Feature Fusion-Guided Network With Sparse Prior Constraints for Unsupervised Hyperspectral Image Quality Improvement
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IEEE Transactions on Geoscience and Remote Sensing 2025年 63卷
作者: Yuan, Feiwang Chen, Yong He, Wei Zeng, Jinshan Jiangxi Normal University School of Computer and Information Engineering Nanchang330022 China Jiangxi Normal University School of Computer and Information Engineering Jiangxi Provincial Key Laboratory for High Performance Computing Nanchang330022 China Wuhan University State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing Wuhan430072 China Xi’an Jiaotong University School of Management Xi’an710049 China
Due to imaging hardware limitations and atmospheric interference, hyperspectral image (HSI) often suffers from low spatial resolution or mixed noise degradation. HSI fusion and denoising are two key strategies to impr... 详细信息
来源: 评论
APP: Enabling Soft Real-Time Execution on Densely-Populated Hybrid Memory System  23
APP: Enabling Soft Real-Time Execution on Densely-Populated ...
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Proceedings of the 60th Annual ACM/IEEE Design Automation Conference
作者: Zheng-Wei Wu Yun-Chih Chen Yuan-Hao Chang Tei-Wei Kuo Department of Computer Science and Information Engineering National Taiwan University Institute of Information Science Academia Sinica Taiwan Department of Computer Science and Information Engineering National Taiwan University and Mohamed bin Zayed University of Artificial Intelligence Department of Computer Science and NTU High Performance and Scientific Computing Center National Taiwan University
Memory swapping was considered slow and evil, but swapping to Ultra Low-Latency storage like Optane has become a promising solution to save power and cost, helping densely-populated edge server to overcome its DRAM ca...
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Reducing Communication Overhead in Federated Learning for Network Anomaly Detection with Adaptive Client Selection
arXiv
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arXiv 2025年
作者: Marfo, William Tosh, Deepak K. Moore, Shirley V. Suetterlein, Joshua Manzano, Joseph Department of Computer Science United States High-Performance Computing Group United States University of Texas at El Paso El PasoTX79968 United States Pacific Northwest National Laboratory RichlandWA99354 United States
Communication overhead in federated learning (FL) poses a significant challenge for network anomaly detection systems, where the myriad of client configurations and network conditions can severely impact system effici... 详细信息
来源: 评论