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BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation


Jun 21, 2021
Mingguo He, Zhewei Wei, Zengfeng Huang, Hongteng Xu

* 14 pages, 31 figures 

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Graph Neural Networks Inspired by Classical Iterative Algorithms


Mar 10, 2021
Yongyi Yang, Tang Liu, Yangkun Wang, Jinjing Zhou, Quan Gan, Zhewei Wei, Zheng Zhang, Zengfeng Huang, David Wipf

* Under review 

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FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data


Jan 16, 2021
Shuyuan Yan, Bolin Ding, Wei Guo, Jingren Zhou, Zhewei Wei, Xiaowei Jiang, Sheng Xu


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Scalable Graph Neural Networks via Bidirectional Propagation


Oct 29, 2020
Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen

* NeurIPS 2020 

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Simple and Deep Graph Convolutional Networks


Jul 04, 2020
Ming Chen, Zhewei Wei, Zengfeng Huang, Bolin Ding, Yaliang Li

* ICML 2020 

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Scalable Graph Embeddings via Sparse Transpose Proximities


May 16, 2019
Yuan Yin, Zhewei Wei

* ACM SIGKDD2019 

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