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Zengfeng Huang

Fudan University

Implicit vs Unfolded Graph Neural Networks


Nov 12, 2021
Yongyi Yang, Yangkun Wang, Zengfeng Huang, David Wipf


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Batched Lipschitz Bandits


Oct 19, 2021
Yasong Feng, Zengfeng Huang, Tianyu Wang


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Why Propagate Alone? Parallel Use of Labels and Features on Graphs


Oct 14, 2021
Yangkun Wang, Jiarui Jin, Weinan Zhang, Yongyi Yang, Jiuhai Chen, Quan Gan, Yong Yu, Zheng Zhang, Zengfeng Huang, David Wipf


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Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space


Jul 08, 2021
Menglin Yang, Min Zhou, Marcus Kalander, Zengfeng Huang, Irwin King

* KDD2021 

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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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Learning Based Proximity Matrix Factorization for Node Embedding


Jun 10, 2021
Xingyi Zhang, Kun Xie, Sibo Wang, Zengfeng Huang

* To appear in SIGKDD 2021 

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Scaling Up Graph Neural Networks Via Graph Coarsening


Jun 09, 2021
Zengfeng Huang, Shengzhong Zhang, Chong Xi, Tang Liu, Min Zhou

* KDD 2021 

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Understanding Bandits with Graph Feedback


May 29, 2021
Houshuang Chen, Zengfeng Huang, Shuai Li, Chihao Zhang


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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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Compressive Privatization: Sparse Distribution Estimation under Locally Differentially Privacy


Dec 03, 2020
Zhongzheng Xiong, Zengfeng Huang, Xiaojun Mao, Jian Wang, Shan Ying


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SCE: Scalable Network Embedding from Sparsest Cut


Jul 17, 2020
Shengzhong Zhang, Zengfeng Huang, Haicang Zhou, Ziang Zhou

* KDD 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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Higher-order Weighted Graph Convolutional Networks


Nov 12, 2019
Songtao Liu, Lingwei Chen, Hanze Dong, Zihao Wang, Dinghao Wu, Zengfeng Huang

* 15 pages 

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Dynamic Self-training Framework for Graph Convolutional Networks


Oct 07, 2019
Ziang Zhou, Shenzhong Zhang, Zengfeng Huang

* 11pages 

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