Simple and deep graph convolutional networks M Chen, Z Wei, Z Huang, B Ding, Y Li International conference on machine learning, 1725-1735, 2020 | 1435 | 2020 |
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 | 275 | 2013 |
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 | 171 | 2021 |
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 | 85 | 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 | 83 | 2016 |
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 | 82 | 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 | 73 | 2021 |
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 | 66 | 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 | 49 | 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 | 49* | 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 | 41 | 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 | 36 | 2020 |
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 | 30 | 2019 |
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices Z Huang Journal of Machine Learning Reseach 20 (56), 1-23, 2019 | 28 | 2019 |
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 | 26 | 2021 |
Optimal sampling algorithms for frequency estimation in distributed data Z Huang, K Yi, Y Liu, G Chen 2011 Proceedings IEEE INFOCOM, 1997-2005, 2011 | 26 | 2011 |
Higher-order weighted graph convolutional networks S Liu, L Chen, H Dong, Z Wang, D Wu, Z Huang arXiv preprint arXiv:1911.04129, 2019 | 25 | 2019 |
PathQG: Neural question generation from facts S Wang, Z Wei, Z Fan, Z Huang, W Sun, Q Zhang, XJ Huang Proceedings of the 2020 conference on empirical methods in natural language …, 2020 | 24 | 2020 |
Dynamic self-training framework for graph convolutional networks Z Zhou, S Zhang, Z Huang | 24* | 2019 |