Quanquan Gu, Ph.D.
Affiliations: | 2015-2018 | Computer Science | University of Virginia, Charlottesville, VA |
| 2018- | Computer Science | University of California, Los Angeles, Los Angeles, CA |
Area:
Computer ScienceGoogle:
"Quanquan Gu"Parents
Sign in to add mentor| Jiawei Han | grad student | 2014 | UIUC | |
| (Online and active learning of big networks: Theory and algorithms.) | ||||
Children
Sign in to add trainee| Dongruo Zhou | grad student | 2017- | UCLA |
| Difan Zou | grad student | 2017- | UCLA |
| Xiao Zhang | grad student | 2016-2018 | UVA |
| Jinghui Chen | grad student | 2015-2021 | UCLA |
| Pan Xu | grad student | 2015-2021 | UCLA |
| Lingxiao Wang | grad student | 2016-2021 | UCLA |
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Publications
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| Deng Y, Zhang R, Xu P, et al. (2023) PhyGCN: Pre-trained Hypergraph Convolutional Neural Networks with Self-supervised Learning. Biorxiv : the Preprint Server For Biology |
| Shea K, Borchering RK, Probert WJM, et al. (2023) Multiple models for outbreak decision support in the face of uncertainty. Proceedings of the National Academy of Sciences of the United States of America. 120: e2207537120 |
| Cramer EY, Ray EL, Lopez VK, et al. (2022) Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States. Proceedings of the National Academy of Sciences of the United States of America. 119: e2113561119 |
| Shea K, Borchering RK, Probert WJM, et al. (2020) COVID-19 reopening strategies at the county level in the face of uncertainty: Multiple Models for Outbreak Decision Support. Medrxiv : the Preprint Server For Health Sciences |
| Zou D, Cao Y, Zhou D, et al. (2020) Gradient descent optimizes over-parameterized deep ReLU networks Machine Learning. 109: 467-492 |
| Tian D, Gu Q, Ma J. (2016) Identifying gene regulatory network rewiring using latent differential graphical models. Nucleic Acids Research |
| Zhi S, Han J, Gu Q. (2015) Robust Classification of Information Networks by Consistent Graph Learning. Machine Learning and Knowledge Discovery in Databases : European Conference, Ecml Pkdd ... : Proceedings. Ecml Pkdd (Conference). 9285: 752-767 |
| Tang LA, Yu X, Gu Q, et al. (2015) A framework of mining trajectories from untrustworthy data in cyber-physical system Acm Transactions On Knowledge Discovery From Data. 9: 16 |
| Liu Y, Gu Q, Hou JP, et al. (2014) A network-assisted co-clustering algorithm to discover cancer subtypes based on gene expression. Bmc Bioinformatics. 15: 37 |
| Tang L, Yu X, Kim S, et al. (2013) Trustworthiness analysis of sensor data in cyber-physical systems Journal of Computer and System Sciences. 79: 383-401 |