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A Comprehensive Survey on Distributed Training of Graph Neural Networks


Nov 11, 2022
Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie

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* 30 pages, double column, 10 figures, 10 tables 

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Rethinking Efficiency and Redundancy in Training Large-scale Graphs


Sep 02, 2022
Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, Shirui Pan, Xiaochun Ye, Dongrui Fan

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* 11 Pages 

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Simple and Efficient Heterogeneous Graph Neural Network


Jul 06, 2022
Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan

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Characterizing and Understanding Distributed GNN Training on GPUs


Apr 18, 2022
Haiyang Lin, Mingyu Yan, Xiaocheng Yang, Mo Zou, Wenming Li, Xiaochun Ye, Dongrui Fan

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* To Appear in IEEE Computer Architecture Letters (CAL) 2022 

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Survey on Graph Neural Network Acceleration: An Algorithmic Perspective


Feb 10, 2022
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie

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* 8 pages 

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GNNSampler: Bridging the Gap between Sampling Algorithms of GNN and Hardware


Aug 26, 2021
Xin Liu, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun, Xiaochun Ye, Dongrui Fan

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* 8 pages, 10 figures 

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Tackling Variabilities in Autonomous Driving


Apr 21, 2021
Yuqiong Qi, Yang Hu, Haibin Wu, Shen Li, Haiyu Mao, Xiaochun Ye, Dongrui Fan, Ninghui Sun

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Sampling methods for efficient training of graph convolutional networks: A survey


Mar 10, 2021
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan

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* 39 pages, 5 figures, 10 tables 

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Video Face Recognition System: RetinaFace-mnet-faster and Secondary Search


Sep 29, 2020
Qian Li, Nan Guo, Xiaochun Ye, Dongrui Fan, Zhimin Tang

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* Accepted by FICC(Future of Information and Communication Conference) 

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