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Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective



Hengrui Zhang , Zhongming Yu , Guohao Dai , Guyue Huang , Yufei Ding , Yuan Xie , Yu Wang


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CogDL: An Extensive Toolkit for Deep Learning on Graphs



Yukuo Cen , Zhenyu Hou , Yan Wang , Qibin Chen , Yizhen Luo , Xingcheng Yao , Aohan Zeng , Shiguang Guo , Peng Zhang , Guohao Dai , Yu Wang , Chang Zhou , Hongxia Yang , Jie Tang


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Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud



Shulin Zeng , Guohao Dai , Hanbo Sun , Kai Zhong , Guangjun Ge , Kaiyuan Guo , Yu Wang , Huazhong Yang


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