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检索条件"机构=National Key Lab of Novel Software Technology and Department of Computer Science and Technology"
2029 条 记 录,以下是291-300 订阅
排序:
Optimal Algorithms for Stochastic Multi-Level Compositional Optimization
arXiv
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arXiv 2022年
作者: Jiang, Wei Wang, Bokun Wang, Yibo Zhang, Lijun Yang, Tianbao National Key Laboratory for Novel Software Technology Nanjing University Nanjing China Department of Computer Science The University of Iowa Iowa City United States
In this paper, we investigate the problem of stochastic multi-level compositional optimization, where the objective function is a composition of multiple smooth but possibly non-convex functions. Existing methods for ... 详细信息
来源: 评论
Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data
arXiv
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arXiv 2024年
作者: Liu, Ji Jia, Juncheng Zhang, Hong Yun, Yuhui Wang, Leye Zhou, Yang Dai, Huaiyu Dou, Dejing Hithink RoyalFlush Information Network Co. Ltd. Hangzhou China School of Computer Science and Technology Soochow University Collaborative Innovation Center of Novel Software Technology and Industrialization Suzhou China School of Computer Science and Technology Soochow University Suzhou China Baidu Research Beijing China Key Lab of High Confidence Software Technologies Ministry of Education Software Institute Peking University Beijing China Department of Computer Science and Software Engineering Auburn University Auburn United States Department of Electrical and Computer Engineering North Carolina State University NC United States BEDI Cloud and School of Computer Science Fudan University Beijing China
Despite achieving remarkable performance, Federated Learning (FL) encounters two important problems, i.e., low training efficiency and limited computational resources. In this paper, we propose a new FL framework, i.e... 详细信息
来源: 评论
Enabling Real World Scale Structural Superlubricity All-Atom Simulation on the Next-Generation Sunway Supercomputer  23
Enabling Real World Scale Structural Superlubricity All-Atom...
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2023 International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023
作者: Duan, Xiaohui Wang, Jin Gao, Ping Ma, Ming Gan, Lin Liu, Xin Fu, Haohuan Xue, Wei Chen, Dexun Yang, Guangwen Liu, Weiguo School of Software Shandong University China International School for Advanced Studies Trieste Italy Tsinghua University Department of Computer Science and Technology Beijing China Department of Engineering Mechanics Center for Nano and Micro Mechanics Tsinghua University Beijing China National Supercomputing Center in Wuxi Wuxi China Ministry of Education Key Lab for Earth System Modeling Department of Earth System Science Tsinghua University Beijing China
Molecular dynamics (MD) simulation can provide an affordable way for inspecting microscopic phenomena, which is a powerful complement to real-world experiments. But the spatial scale of MD simulations is usually magni... 详细信息
来源: 评论
Service offloading oriented edge server placement in smart farming
Service offloading oriented edge server placement in smart f...
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作者: Zhang, Jie Li, Xiang Zhang, Xuyun Xue, Yuan Srivastava, Gautam Dou, Wanchun State Key Laboratory for Novel Software Technology Nanjing University Nanjing China School of Computer and Software Nanjing University of Information Science and Technology Nanjing China Department of Computing Macquarie University SydneyNSW Australia Department of Mathematics and Computer Science Brandon University BrandonMB Canada
Currently, smart farming has been established to realize agriculture automation by leveraging sensors to gather the growth and environmental data for crops, and realizing multiple intelligent controls, such as irrigat... 详细信息
来源: 评论
Validating SMT Solvers via Skeleton Enumeration Empowered by Historical Bug-Triggering Inputs
Validating SMT Solvers via Skeleton Enumeration Empowered by...
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International Conference on software Engineering (ICSE)
作者: Maolin Sun Yibiao Yang Ming Wen Yongcong Wang Yuming Zhou Hai Jin School of Cyber Science and Engineering Huazhong University of Science and Technology China Hubei Key Laboratory of Distributed System Security Services Computing Technology and System Lab Cluster and Grid Computing Lab Hubei Engineering Research Center on Big Data Security National Engineering Research Center for Big Data Technology and System State Key Laboratory for Novel Software Technology Nanjing University China School of Computer Science and Technology Huazhong University of Science and Technology China
SMT solvers check the satisfiability of logic formulas over first-order theories, which have been utilized in a rich number of critical applications, such as software verification, test case generation, and program sy...
来源: 评论
A Sensor Network-Based Data Stream Clustering Algorithm for Pervasive Computing
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Chinese Journal of Electronics 2023年 第2期18卷 255-258页
作者: Ning Ye Ruchuan Wang Institute of Computer Science Nanjing University of Posts and Telecommunications Nanjing China Department of Information Science Nanjing College for Population Programme Management Nanjing China State Key Laboratory for Novel Software Technology Nanjing University Nanjing China
Pervasive computing is characterized by the integration with communication and digital media technology embedded to the people's living space. People can transparently access the digital service anywhere. Wireless... 详细信息
来源: 评论
A Simple Geometric-Aware Indoor Positioning Interpolation Algorithm Based on Manifold Learning
arXiv
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arXiv 2023年
作者: Yang, Suorong Zhang, Geng Zhao, Jian Shen, Furao State Key Laboratory for Novel Software Technology Nanjing University China Department of Computer Science and Technology Nanjing University China School of Artificial Intelligence Nanjing University China School of Electronic Science and Engineering Nanjing University China
Interpolation methodologies have been widely used within the domain of indoor positioning systems. However, existing indoor positioning interpolation algorithms exhibit several inherent limitations, including reliance... 详细信息
来源: 评论
An exploratory study on automatic identification of assumptions in the development of deep learning frameworks
arXiv
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arXiv 2024年
作者: Yang, Chen Liang, Peng Ma, Zinan School of Artificial Intelligence Shenzhen Polytechnic University Shenzhen518055 China State Key Laboratory for Novel Software Technology Nanjing University Nanjing China School of Computer Science Wuhan University Wuhan430072 China Department of Computer Science and Engineering Chalmers University of Technology GothenburgS-412 96 Sweden
Context: Stakeholders constantly make assumptions in the development of deep learning (DL) frameworks. These assumptions are related to various types of software artifacts (e.g., requirements, design decisions, and te... 详细信息
来源: 评论
Stochastic Approximation Approaches to Group Distributionally Robust Optimization and Beyond
arXiv
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arXiv 2023年
作者: Zhang, Lijun Bai, Haomin Zhao, Peng Yang, Tianbao Zhou, Zhi-Hua National Key Laboratory for Novel Software Technology Nanjing University China School of Artificial Intelligence Nanjing University China Department of Computer Science and Engineering Texas A&M University College Station United States
This paper investigates group distributionally robust optimization (GDRO) with the goal of learning a model that performs well over m different distributions. First, we formulate GDRO as a stochastic convex-concave sa... 详细信息
来源: 评论
RADAP: A Robust and Adaptive Defense Against Diverse Adversarial Patches on Face Recognition
arXiv
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arXiv 2023年
作者: Liu, Xiaoliang Shen, Furao Zhao, Jian Nie, Changhai State Key Laboratory for Novel Software Technology Nanjing University China Department of Computer Science and Technology Nanjing University China School of Artificial Intelligence Nanjing University China School of Electronic Science and Engineering Nanjing University China
Face recognition (FR) systems powered by deep learning have become widely used in various applications. However, they are vulnerable to adversarial attacks, especially those based on local adversarial patches that can... 详细信息
来源: 评论