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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  
FPIA: Communication-Aware Multi-Chiplet Integration With Field-Programmable Interconnect Fabric on Reusable Silicon Interposer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 页码: 13
作者:  Jiao, Bo;  Xu, Lei;  Yu, Xinyu;  Yang, Haitao;  Zhu, Haozhe;  Wang, Yu;  Zhu, Jundong;  Wen, Dexin;  Wang, Lingli;  Tao, Jun;  Chen, Chixiao;  Han, Yinhe;  Liu, Qi;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Chiplet integration  silicon interposer  placement  routing  communication-aware  
Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 5062-5079
作者:  Wen, Peisong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Optimization  Stability analysis  Stochastic processes  Measurement  Standards  Approximation algorithms  Machine learning algorithms  Machine learning  AUPRC  learning to rank  algorithm-dependent generalization  stability  
Towards generalizable Graph Contrastive Learning: An information theory perspective 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 17
作者:  Yuan, Yige;  Xu, Bingbing;  Shen, Huawei;  Cao, Qi;  Cen, Keting;  Zheng, Wen;  Cheng, Xueqi
收藏  |  浏览/下载：10/0  |  提交时间：2024/05/20
Graph Contrastive Learning  Generalization  Information theory  
Positive-Unlabeled Learning With Label Distribution Alignment 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15345-15363
作者:  Jiang, Yangbangyan;  Xu, Qianqian;  Zhao, Yunrui;  Yang, Zhiyong;  Wen, Peisong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：13/0  |  提交时间：2024/05/20
Estimation  Stochastic processes  Optimization  Computer science  Predictive models  Information processing  Fasteners  Positive-unlabeled learning  weakly supervised learning  binary classification  
AUC-Oriented Domain Adaptation: From Theory to Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14161-14174
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  Wen, Peisong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20
AUC-oriented Learning  domain adaptation  machine learning  
Association between gaming disorder and regional homogeneity in highly involved male adult gamers: A pilot resting-state fMRI study 期刊论文
BRAIN AND BEHAVIOR, 2023, 页码: 12
作者:  Jiang, Wen-tao;  Liu, Xia;  Xu, Zi-yun;  Zhou, Zhi-feng;  Tie, Chang-jun;  Liu, Xiao-ying;  Yang, Ji-hui;  Li, Hai;  Lai, Wen-tao
收藏  |  浏览/下载：13/0  |  提交时间：2024/05/20
depression  gaming disorder  highly involved gamers  hippocampus  impulsivity  regional homogeneity  
ACRank:在神经排序模型中引入检索公理知识 期刊论文
计算机学报, 2023, 卷号: 46, 期号: 10, 页码: 2117
作者:  薄琳;  庞亮;  张朝亮;  王钊伟;  董振华;  徐君;  文继荣
收藏  |  浏览/下载：12/0  |  提交时间：2024/05/20
neural ranking model  information retrieval axiom  contrastive learning  knowledge driven  data driven  神经检索模型  信息检索公理  对比学习  知识驱动  数据驱动  
Accelerating Data Transfer in Dataflow Architectures Through a Look-Ahead Acknowledgment Mechanism 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 4, 页码: 942-959
作者:  Feng, Yu-Jing;  Li, De-Jian;  Tan, Xu;  Ye, Xiao-Chun;  Fan, Dong-Rui;  Li, Wen-Ming;  Wang, Da;  Zhang, Hao;  Tang, Zhi-Min
收藏  |  浏览/下载：35/0  |  提交时间：2022/12/07
dataflow model  control-ow model  high-performance computing application  data transfer  power efficiency  
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