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Sketch-fusion: A gradient compression method with multi-layer fusion for communication-efficient distributed training 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2024, 卷号: 185, 页码: 10
作者:  Dai, Lingfei;  Gong, Luqi;  An, Zhulin;  Xu, Yongjun;  Diao, Boyu
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Gradient compression  Multi-layer fusion  Distributed stochastic gradient descent  Deep learning training  
Approximate data mapping in refresh-free DRAM for energy-efficient computing in modern mobile systems 期刊论文
COMPUTER COMMUNICATIONS, 2024, 卷号: 216, 页码: 151-158
作者:  Li, Sen;  Jin, Hui;  Gao, Yingke;  Wang, Ying;  Dai, Shuhong;  Xu, Yongjun;  Cheng, Long
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
DRAM  Refresh  Approximate computing  Energy efficiency  Mobile communication systems  
Heterogeneous Graph Neural Network With Multi-View Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 11, 页码: 11476-11488
作者:  Shao, Zezhi;  Xu, Yongjun;  Wei, Wei;  Wang, Fei;  Zhang, Zhao;  Zhu, Feida
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Heterogeneous graphs  graph neural networks  graph embedding  
Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 4, 页码: 23
作者:  Li, Qiming;  Zhang, Zhao;  Zhuang, Fuzhen;  Xu, Yongjun;  Li, Chao
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Knowledge graph  recommender system  topic model  
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 10212-10227
作者:  Yang, Chuanguang;  An, Zhulin;  Zhou, Helong;  Zhuang, Fuzhen;  Xu, Yongjun;  Zhang, Qian
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Contrastive learning  mutual learning  online knowledge distillation  visual recognition  
AR-GAIL: Adaptive routing protocol for FANETs using generative adversarial imitation learning 期刊论文
COMPUTER NETWORKS, 2022, 卷号: 218, 页码: 14
作者:  Liu, Jianmin;  Wang, Qi;  Xu, Yongjun
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Adaptive routing  Flying ad-hoc networks (FANETs)  Generative adversarial imitation learning (GAIL)  
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting 期刊论文
PROCEEDINGS OF THE VLDB ENDOWMENT, 2022, 卷号: 15, 期号: 11, 页码: 2733-2746
作者:  Shao, Zezhi;  Zhang, Zhao;  Wei, Wei;  Wang, Fei;  Xu, Yongjun;  Cao, Xin;  Jensen, Christian S.
收藏  |  浏览/下载：10/0  |  提交时间：2023/12/04
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：22/0  |  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)  
A Hierarchical Spatial-Temporal Embedding Method Based on Enhanced Trajectory Features for Ship Type Classification 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 3, 页码: 16
作者:  Sun, Tao;  Xu, Yongjun;  Zhang, Zhao;  Wu, Lin;  Wang, Fei
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
ship classification  spatial-temporal embedding  feature enhancement  deep learning  attention  
Evaluation methods of port dominance: A critical review 期刊论文
OCEAN & COASTAL MANAGEMENT, 2021, 卷号: 215, 页码: 11
作者:  Wang, Peng;  Hu, Qinyou;  Xu, Yongjun;  Mei, Qiang;  Wang, Fei
收藏  |  浏览/下载：23/0  |  提交时间：2022/06/21
Port dominance  Port competitiveness  Shipping network  Complex network