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检索条件"机构=Cluster and Grid Computing Laboratory School of Computer Science and Technology"
608 条 记 录,以下是391-400 订阅
排序:
Multi-task representation learning with multi-view graph convolutional networks
arXiv
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arXiv 2021年
作者: Huang, Hong Song, Yu Wu, Yao Shi, Jia Xie, Xia Jin, Hai National Engineering Research Center for Big Data Technology Service Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan430074 China
Link prediction and node classification are two important downstream tasks of network representation learning. Existing methods have achieved acceptable results but they perform these two tasks separately, which requi... 详细信息
来源: 评论
Optimal Margin Distribution Machine with Sparsity Inducing Penalty
Optimal Margin Distribution Machine with Sparsity Inducing P...
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International Conference on Big Data and Smart computing (BIGCOMP)
作者: Teng Zhang Hai Jin National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China
Recently a promising research direction of statistical learning has been advocated, i.e., the optimal margin distribution learning, with the central idea of optimizing the margin distribution. As the most representati... 详细信息
来源: 评论
A Locality-Aware Energy-Efficient Accelerator for Graph Mining Applications
A Locality-Aware Energy-Efficient Accelerator for Graph Mini...
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IEEE/ACM International Symposium on Microarchitecture (MICRO)
作者: Pengcheng Yao Long Zheng Zhen Zeng Yu Huang Chuangyi Gui Xiaofei Liao Hai Jin Jingling Xue National Engineering Research Center for Big Data Technology and System/Services Computing Technology and System Lab/Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China School of Computer Science and Engineering UNSW Sydney Australia
Graph mining is becoming increasingly important due to the ever-increasing demands on analyzing complex structures in graphs. Existing graph accelerators typically hold most of the randomly-accessed data in an on-chip... 详细信息
来源: 评论
CPSAA: Accelerating Sparse Attention using Crossbar-based Processing-In-Memory Architecture
arXiv
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arXiv 2022年
作者: Li, Huize Jin, Hai Zheng, Long Liao, Xiaofei Huang, Yu Liu, Cong Xu, Jiahong Duan, Zhuohui Chen, Dan Gui, Chuangyi National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China
The attention-based neural network attracts great interest due to its excellent accuracy enhancement. However, the attention mechanism requires huge computational efforts to process unnecessary calculations, significa... 详细信息
来源: 评论
FLoc: Fingerprint-Based Indoor Localization System under a Federated Learning Updating Framework
FLoc: Fingerprint-Based Indoor Localization System under a F...
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International Conference on Mobile Ad-hoc and Sensor Networks, MSN
作者: Yuxiang Liu Huichuwu Li Jiang Xiao Hai Jin National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China
Fingerprinting-based indoor localization via WiFi has achieved a great breakthrough in the past decade. However, it suffers from an inherent problem that the localization accuracy declines sharply over time due to the... 详细信息
来源: 评论
Cross-links matter for link prediction: rethinking the debiased GNN from a data perspective  23
Cross-links matter for link prediction: rethinking the debia...
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Proceedings of the 37th International Conference on Neural Information Processing Systems
作者: Zihan Luo Hong Huang Jianxun Lian Xiran Song Xing Xie Hai Jin National Engineering Research Center for Big Data Technology and System Service Computing Technology and Systems Laboratory Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China Microsoft Research Asia Beijing China
Recently, the bias-related issues in GNN-based link prediction have raised widely spread concerns. In this paper, we emphasize the bias on links across different node clusters, which we call cross-links, after conside...
来源: 评论
SHelp: Automatic Self-Healing for Multiple Application Instances in a Virtual Machine Environment
SHelp: Automatic Self-Healing for Multiple Application Insta...
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IEEE International Conference on cluster computing
作者: Gang Chen Hai Jin Deqing Zou Bing Bing Zhou Weizhong Qiang Gang Hu Cluster and Grid Computing Laboratory Services Computing Technology and System Laboratory Huazhong University of Science and Technology Wuhan China Centre of Distributed and High Performance Computing School of Information Technologies University of Sydney NSW Australia
When multiple instances of an application running on multiple virtual machines, an interesting problem is how to utilize the fault handling result from one application instance to heal the same fault occurred on other... 详细信息
来源: 评论
Design and Simulation of Multi-tiered Heterogeneous Memory Architecture
Design and Simulation of Multi-tiered Heterogeneous Memory A...
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International Symposium on Modeling, Analysis and Simulation of computer and Telecommunication Systems (MASCOTS)
作者: Jinyuan Hu Haikun Liu Hai Jin Xiaofei Liao National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China
Heterogeneous memory systems have become increasingly popular in recent years. Because heterogeneous storage media often show significantly different characteristics in terms of bandwidth, latency, capacity, and energ... 详细信息
来源: 评论
LightDAG: A Low-latency DAG-based BFT Consensus through Lightweight Broadcast
LightDAG: A Low-latency DAG-based BFT Consensus through Ligh...
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International Symposium on Parallel and Distributed Processing (IPDPS)
作者: Xiaohai Dai Guanxiong Wang Jiang Xiao Zhengxuan Guo Rui Hao Xia Xie Hai Jin National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology China School of Computer Science and Artificial Intelligence Wuhan University of Technology China School of Computer Science and Technology Hainan University China
To improve the throughput of Byzantine Fault Tolerance (BFT) consensus protocols, the Directed Acyclic Graph (DAG) topology has been introduced to parallel data processing, leading to the development of DAG-based BFT ... 详细信息
来源: 评论
Secure biometric image retrieval in IoT-cloud
Secure biometric image retrieval in IoT-cloud
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IEEE International Conference on Signal Processing, Communications and computing (ICSPCC)
作者: Zaid Ameen Abduljabbar Hai Jin Ayad Ibrahim Zaid Alaa Hussien Mohammed Abdulridha Hussain Salah H. Abbdal Deqing Zou Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China University of Basrah Basrah Iraq SouthernTechnical University Basrah Iraq
Within the IoT-cloud, security has a very significant role to play. One of the best means to safeguard confidentially, security and privacy of a biometric image is through encryption. However, looking through encrypte... 详细信息
来源: 评论