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HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1122-1138
作者:  Xue, Runzhen;  Han, Dengke;  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Wang, Duo;  Li, Wenming;  Tang, Zhimin;  Kim, John;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：10/0  |  提交时间：2024/12/06
Semantics  Parallel processing  Graph neural networks  Vectors  Graphics processing units  Fuses  Hardware  GNN  GNN accelerator  graph neural network  HGNN  HGNN accelerator  heterogeneous graph neural network  
Adaptive Fault-Tolerant Optimized Platoon Cloud Tracking Control for Heterogeneous Vehicles via Dual Learning Mechanism 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 页码: 12
作者:  An, Jiaxin;  Cao, Liang;  Wang, Yingxun;  Jadoon, Ahmer Khan;  Wang, Shuhui
收藏  |  浏览/下载：6/0  |  提交时间：2024/12/06
Fault tolerant systems  Fault tolerance  Actuators  Vehicle dynamics  Reinforcement learning  Artificial neural networks  Learning systems  Actuator fault  cloud control  dual learning mechanism (DLM)  heterogeneous vehicular platoon systems (HVPSs)  
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：16/0  |  提交时间：2024/05/20
Heterogeneous graphs  graph neural networks  graph embedding  
HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 67-83
作者:  Liu, Jing;  Zheng, Tongya;  Hao, Qinfen
收藏  |  浏览/下载：22/0  |  提交时间：2023/07/12
Graph embedding  Heterogeneous graph  Graph neural networks  Knowledge distillation  
Characterizing and Understanding HGNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 2, 页码: 69-72
作者:  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：41/0  |  提交时间：2022/12/07
Kernel  Semantics  Aggregates  Mercury (metals)  Motion pictures  Graphics processing units  Electric breakdown  Heterogeneous graph neural networks  GNNs  characterization  execution semantic  execution pattern  
R-CTM: A data-driven macroscopic simulation model for heterogeneous traffic 期刊论文
COMPUTER ANIMATION AND VIRTUAL WORLDS, 2022, 页码: 11
作者:  Liu, Jingyao;  Deng, Zhigang;  Mao, Tianlu;  Wang, Zhaoqi
收藏  |  浏览/下载：35/0  |  提交时间：2022/12/07
cell transmission models  heterogeneous traffic flow  macroscopic traffic modeling  recurrent neural networks  
Heterogeneous Computational Resource Allocation for C-RAN: A Contract-Theoretic Approach 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2021, 卷号: 14, 期号: 6, 页码: 2026-2040
作者:  Gao, Mingjin;  Shen, Rujing;  Yan, Shihao;  Li, Jun;  Guan, Haibing;  Li, Yonghui;  Shi, Jinglin;  Han, Zhu
收藏  |  浏览/下载：42/0  |  提交时间：2022/06/21
Contracts  Resource management  Indium phosphide  III-V semiconductor materials  Base stations  Closed-form solutions  Computer science  Heterogeneous computational resources allocation  virtualized base station  cloud-RAN  cellular networks  contract theory  incentive mechanism  
A Joint Information and Energy Cooperation Framework for CR-Enabled Macro-Femto Heterogeneous Networks 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 4, 页码: 2828-2839
作者:  Xiao, Zhu;  Li, Fancheng;  Jiang, Hongbo;  Bai, Jing;  Xu, Jisheng;  Zeng, Fanzi;  Liu, Min
收藏  |  浏览/下载：75/0  |  提交时间：2020/12/10
Energy cooperation  heterogeneous networks (HetNets)  information cooperation  wireless energy transfer (WET)  
Time-domain ICIC and optimized designs for 5G and beyond: a survey 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 2, 页码: 28
作者:  Liu, Ling;  Zhou, Yiqing;  Vasilakos, Athanasios V.;  Tian, Lin;  Shi, Jinglin
收藏  |  浏览/下载：163/0  |  提交时间：2019/04/03
eICIC  almost blank subframe  joint optimized design  heterogeneous small cell networks  5G and beyond  
Heterogeneous anomaly detection in social diffusion with discriminative feature discovery 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 439, 页码: 1-18
作者:  Liu, Siyuan;  Qu, Qiang;  Wang, Shuhui
收藏  |  浏览/下载：71/0  |  提交时间：2019/12/10
Social networks  Anomaly detection  Heterogeneous data  Diffusion process