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FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency  
UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 5, 页码: 6993-7006
作者:  Fan, Xiaokun;  Chen, Yali;  Liu, Min;  Sun, Sheng;  Liu, Zhuotao;  Xu, Ke;  Li, Zhongcheng
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Training  Security  Autonomous aerial vehicles  Energy consumption  Resource management  Data models  Computational modeling  Deep reinforcement learning  federated learning (FL)  physical layer security  resource allocation  unmanned aerial vehicle (UAV)  
Identity-Preserving Adversarial Training for Robust Network Embedding 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 1, 页码: 177-191
作者:  Cen, Ke-Ting;  Shen, Hua-Wei;  Cao, Qi;  Xu, Bing-Bing;  Cheng, Xue-Qi
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
network embedding  identity-preserving  adversarial training  adversarial the example  
A2Pt : Anti-Associative Prompt Tuning for Open Set Visual Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 8419-8431
作者:  Ren, Hairui;  Tang, Fan;  Pan, Xingjia;  Cao, Juan;  Dong, Weiming;  Lin, Zhiwen;  Yan, Ke;  Xu, Changsheng
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Tuning  Neck  Task analysis  Image recognition  Calibration  Visualization  Training  Multi-modality Pre-trained models (PTMs)  open set recognition (OSR)  class-aware representation  anti-associative prompt tuning (A(2)Pt)  
Poisoning Attack Against Estimating From Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6393-6408
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：38/0  |  提交时间：2022/12/07
Optimization  Heuristic algorithms  Sports  Voting  Uncertainty  Games  Data models  Adversarial learning  poisoning attack  pairwise comparison  rank aggregation  robust game  distributionally robust optimization  
Breast Cancer Molecular Subtype Prediction on Pathological Images with Discriminative Patch Selection and Multi-Instance Learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 11
作者:  Liu, Hong;  Xu, Wen-Dong;  Shang, Zi-Hao;  Wang, Xiang-Dong;  Zhou, Hai-Yan;  Ma, Ke-Wen;  Zhou, Huan;  Qi, Jia-Lin;  Jiang, Jia-Rui;  Tan, Li-Lan;  Zeng, Hui-Min;  Cai, Hui-Juan;  Wang, Kuan-Song;  Qian, Yue-Liang
收藏  |  浏览/下载：36/0  |  提交时间：2022/12/07
pathological image  weakly supervised learning  molecular subtype  breast cancer  H&E  
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 6, 页码: 2467-2478
作者:  Ma, Ke;  Zeng, Jinshan;  Xiong, Jiechao;  Xu, Qianqian;  Cao, Xiaochun;  Liu, Wei;  Yao, Yuan
收藏  |  浏览/下载：48/0  |  提交时间：2021/12/01
Ordinal embedding  SVRG  non-convex optimization  barzilai-borwein (BB) step size  
Neural Collaborative Preference Learning With Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1977-1989
作者:  Li, Zhaopeng;  Xu, Qianqian;  Jiang, Yangbangyan;  Ma, Ke;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：34/0  |  提交时间：2022/06/21
Recommender system  collaborative ranking  neural networks  preference ranking  
一种可应用于嵌入式系统的低复杂度超限学习机训练方法 期刊论文
北京邮电大学学报, 2018, 卷号: 41.0, 期号: 002, 页码: 9
作者:  张克终;  徐力;  尉志青;  黄赛;  冯志勇
收藏  |  浏览/下载：12/0  |  提交时间：2023/12/04
超限学习机  神经网络  分类算法  低复杂度  嵌入式系统  
A Fast and Memory-Efficient Approach to NDN Name Lookup 期刊论文
CHINA COMMUNICATIONS, 2017, 卷号: 14, 期号: 10, 页码: 61-69
作者:  He, Dacheng;  Zhang, Dafang;  Xu, Ke;  Huang, Kun;  Li, Yanbiao
收藏  |  浏览/下载：58/0  |  提交时间：2019/12/12
named data networking  binary search of hash table  bloom filter