Zengfeng Huang

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Zhewei WeiRenmin University of ChinaVerified email at ruc.edu.cn
Shengzhong ZhangNanjing University of Aeronautics and AstronauticsVerified email at nuaa.edu.cn
Ke YiHKUSTVerified email at cse.ust.hk
David WipfPrincipal Research Scientist, Amazon Web ServicesVerified email at amazon.com
Wenjie ZhangProfessor of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
Min ZhouHuaweiVerified email at huawei.com
Xuemin LinChair Professor at Shanghai Jiaotong UniversityVerified email at cse.unsw.edu.au
Qin ZhangIndiana University BloomingtonVerified email at indiana.edu
Tang LiuAlibaba GroupVerified email at alibaba-inc.com
Pankaj K. AgarwalDuke UniversityVerified email at cs.duke.edu
Jeff PhillipsProfessor, School of Computing, University of UtahVerified email at cs.utah.edu
Graham CormodeMeta AI, University of WarwickVerified email at warwick.ac.uk
Zheng ZhangProfessor of Computer Science and Engineering, NYU Shanghai; Director, Amazon Shanghai AI LabVerified email at nyu.edu
Jian Wang (王健)Fudan University, Korea University, Duke UniversityVerified email at fudan.edu.cn
Yongyi YangUniversity of MichiganVerified email at umich.edu
Zhongyu Wei (魏忠钰)Associate Professor at School of Data Science, Fudan UniversityVerified email at fudan.edu.cn
Sibo WangThe Chinese University of Hong KongVerified email at se.cuhk.edu.hk
Irwin KingThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Mingguo HePhD student, Renmin University of ChinaVerified email at ruc.edu.cn
Yunhao LiuACM Fellow, IEEE Fellow, CCF Fellow, Tsinghua UniversityVerified email at tsinghua.edu.cn

Zengfeng Huang

Fudan University

Verified email at fudan.edu.cn - Homepage

Algorithms Graphs Streaming Learning Theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Simple and deep graph convolutional networks M Chen, Z Wei, Z Huang, B Ding, Y Li International conference on machine learning, 1725-1735, 2020	1851	2020
BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation M He, Z Wei, Z Huang, H Xu Advances in Neural Information Processing Systems 34, 2021	242	2021
Mergeable summaries PK Agarwal, G Cormode, Z Huang, JM Phillips, Z Wei, K Yi ACM Transactions on Database Systems (TODS) 38 (4), 1-28, 2013	194	2013
K. Yi. Mergeable summaries PK Agarwal, G Cormode, Z Huang, JM Phillips, Z Wei ACM Transactions on Database Systems (TODS) 38 (4), 26, 2013	143	2013
Discrete-time temporal network embedding via implicit hierarchical learning in hyperbolic space M Yang, M Zhou, M Kalander, Z Huang, I King Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021	127	2021
Scaling up graph neural networks via graph coarsening Z Huang, S Zhang, C Xi, T Liu, M Zhou Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021	110	2021
Graph neural networks inspired by classical iterative algorithms Y Yang, T Liu, Y Wang, J Zhou, Q Gan, Z Wei, Z Zhang, Z Huang, D Wipf International Conference on Machine Learning, 11773-11783, 2021	91	2021
Skype: Top-k spatial-keyword publish/subscribe over sliding window X Wang, Y Zhang, W Zhang, X Lin, Z Huang Proceedings of the VLDB Endowment 9 (7), 588-599, 2016	86	2016
Randomized algorithms for tracking distributed count, frequencies, and ranks Z Huang, K Yi, Q Zhang Proceedings of the 31st ACM SIGMOD-SIGACT-SIGAI symposium on Principles of …, 2012	73	2012
Sampling based algorithms for quantile computation in sensor networks Z Huang, L Wang, K Yi, Y Liu Proceedings of the 2011 ACM SIGMOD International Conference on Management of …, 2011	66	2011
Personalized pagerank to a target node, revisited H Wang, Z Wei, J Gan, S Wang, Z Huang Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	57	2020
Communication Complexity of Maximum Matching in Distributed Graph Data Z Huang, B Radunovic, M Vojnovic, Q Zhang LIPIcs-Leibniz International Proceedings in Informatics 30, 2015	50*	2015
Top-k spatial-keyword publish/subscribe over sliding window X Wang, W Zhang, Y Zhang, X Lin, Z Huang The VLDB Journal 26 (3), 301-326, 2017	44	2017
Ghost imaging based on Y-net: A dynamic coding and decoding approach R Zhu, H Yu, Z Tan, R Lu, SS Han, Z Huang, J Wang Optics Express 28 (12), 17556-17569, 2020	39	2020
Higher-order weighted graph convolutional networks S Liu, L Chen, H Dong, Z Wang, D Wu, Z Huang arXiv preprint arXiv:1911.04129, 2019	35	2019
Exploiting neighbor effect: Conv-agnostic GNN framework for graphs with heterophily J Chen, S Chen, J Gao, Z Huang, J Zhang, J Pu IEEE Transactions on Neural Networks and Learning Systems, 2023	33	2023
Learning based proximity matrix factorization for node embedding X Zhang, K Xie, S Wang, Z Huang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021	33	2021
Gb-kmv: An augmented kmv sketch for approximate containment similarity search Y Yang, Y Zhang, W Zhang, Z Huang 2019 IEEE 35th International Conference on Data Engineering (ICDE), 458-469, 2019	32	2019
Transformers from an optimization perspective Y Yang, Z Huang, D Wipf Advances in Neural Information Processing Systems, 2022	30	2022
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices Z Huang Journal of Machine Learning Reseach 20 (56), 1-23, 2019	30	2019

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