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Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800
作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting  
An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1497-1510
作者:  Liu, Lian;  Wang, Ying;  Zhao, Xiandong;  Chen, Weiwei;  Li, Huawei;  Li, Xiaowei;  Han, Yinhe
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
Optimization  Quantization (signal)  Computer architecture  Training  Computational modeling  Integrated circuit modeling  Convergence  Automatic joint optimization  efficient model inference  network quantization  neural architecture search (NAS)  
Double Precision is not Necessary for LSQR for Solving Discrete Linear Ill-Posed Problems 期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2024, 卷号: 98, 期号: 3, 页码: 30
作者:  Li, Haibo
收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20
Mixed precision  Linear ill-posed problem  Regularization  LSQR  Roundoff unit  Semi-convergence  
THE JOINT BIDIAGONALIZATION OF A MATRIX PAIR WITH INACCURATE INNER ITERATIONS 期刊论文
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2024, 卷号: 45, 期号: 1, 页码: 232-259
作者:  Li, Haibo
收藏  |  浏览/下载：9/0  |  提交时间：2024/05/20
joint bidiagonalization  GSVD  inner iteration  stopping tolerance  Lanczos bidiag- onalization  convergence and accuracy  
How to Tame Mobility in Federated Learning Over Mobile Networks? 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 12, 页码: 9640-9657
作者:  Peng, Yan;  Tang, Xiaogang;  Zhou, Yiqing;  Hou, Yuenan;  Li, Jintao;  Qi, Yanli;  Liu, Ling;  Lin, Hai
收藏  |  浏览/下载：21/0  |  提交时间：2024/05/20
Federated learning  user mobility  resource allocation  convergence analysis  
On Designing Learning Control Scheme for Multilayer Supply Chain Networks With Constraints 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 9
作者:  Xiong, Wenjun;  Liu, Chen;  Wen, Guanghui;  Qiu, Jianlong;  Xu, Yongjun
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Nonhomogeneous media  Convergence  Supply chains  Uncertainty  Stability criteria  Numerical stability  Safety  Constraints  fast convergence speed  learning control scheme  multilayer supply chain networks (SCNs)  
Attention-guided transformation-invariant attack for black-box adversarial examples 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 24
作者:  Zhu, Jiaqi;  Dai, Feng;  Yu, Lingyun;  Xie, Hongtao;  Wang, Lidong;  Wu, Bo;  Zhang, Yongdong
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
adversarial examples  attention  media convergence  security  transformation-invariant  
Traffic-Aware Task Offloading Based on Convergence of Communication and Sensing in Vehicular Edge Computing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 24, 页码: 17762-17777
作者:  Qi, Yanli;  Zhou, Yiqing;  Liu, Ya-Feng;  Liu, Ling;  Pan, Zhengang
收藏  |  浏览/下载：36/0  |  提交时间：2022/06/21
Task analysis  Sensors  Servers  Wireless sensor networks  Wireless communication  Data communication  Cameras  Convergence of communication and sensing  overall response time (ORT)  traffic-aware task offloading  vehicular network  
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:  Yang, Zhiyong;  Xu, Qianqian;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：58/0  |  提交时间：2021/12/01
Task analysis  Convergence  Predictive models  Diseases  Collaborative work  Optimization  Training  Block diagonal structural learning  negative transfer  multi-task learning  global convergence  
MPC-CSAS: Multi-Party Computation for Real-Time Privacy-Preserving Speed Advisory Systems 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 7
作者:  Liu, Mingming;  Cheng, Long;  Gu, Yingqi;  Wang, Ying;  Liu, Qingzhi;  O'Connor, Noel E.
收藏  |  浏览/下载：29/0  |  提交时间：2022/06/21
Cost function  Urban areas  Real-time systems  Roads  Privacy  Convergence  Base stations  Speed advisory systems  multi-party computation  vehicle networks  optimal consensus algorithm