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Quanquan Gu, Ph.D. - Publications

Affiliations: 
2015-2018 Computer Science University of Virginia, Charlottesville, VA 
 2018- Computer Science University of California, Los Angeles, Los Angeles, CA 
Area:
Computer Science
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11 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Deng Y, Zhang R, Xu P, Ma J, Gu Q. PhyGCN: Pre-trained Hypergraph Convolutional Neural Networks with Self-supervised Learning. Biorxiv : the Preprint Server For Biology. PMID 37873233 DOI: 10.1101/2023.10.01.560404  0.468
2023 Shea K, Borchering RK, Probert WJM, Howerton E, Bogich TL, Li SL, van Panhuis WG, Viboud C, Aguás R, Belov AA, Bhargava SH, Cavany SM, Chang JC, Chen C, Chen J, ... ... Gu Q, et al. 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. PMID 37098064 DOI: 10.1073/pnas.2207537120  0.666
2022 Cramer EY, Ray EL, Lopez VK, Bracher J, Brennen A, Castro Rivadeneira AJ, Gerding A, Gneiting T, House KH, Huang Y, Jayawardena D, Kanji AH, Khandelwal A, Le K, Mühlemann A, ... ... Gu Q, et al. 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. PMID 35394862 DOI: 10.1073/pnas.2113561119  0.645
2020 Shea K, Borchering RK, Probert WJM, Howerton E, Bogich TL, Li S, van Panhuis WG, Viboud C, Aguás R, Belov A, Bhargava SH, Cavany S, Chang JC, Chen C, Chen J, ... ... Gu Q, et al. 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. PMID 33173914 DOI: 10.1101/2020.11.03.20225409  0.661
2020 Zou D, Cao Y, Zhou D, Gu Q. Gradient descent optimizes over-parameterized deep ReLU networks Machine Learning. 109: 467-492. DOI: 10.1007/S10994-019-05839-6  0.674
2016 Tian D, Gu Q, Ma J. Identifying gene regulatory network rewiring using latent differential graphical models. Nucleic Acids Research. PMID 27378774 DOI: 10.1093/Nar/Gkw581  0.317
2015 Zhi S, Han J, Gu Q. 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. PMID 26705541 DOI: 10.1007/978-3-319-23525-7_46  0.421
2015 Tang LA, Yu X, Gu Q, Han J, Jiang G, Leung A, La Porta T. A framework of mining trajectories from untrustworthy data in cyber-physical system Acm Transactions On Knowledge Discovery From Data. 9: 16. DOI: 10.1145/2700394  0.505
2014 Liu Y, Gu Q, Hou JP, Han J, Ma J. A network-assisted co-clustering algorithm to discover cancer subtypes based on gene expression. Bmc Bioinformatics. 15: 37. PMID 24491042 DOI: 10.1186/1471-2105-15-37  0.442
2013 Tang L, Yu X, Kim S, Gu Q, Han J, Leung A, La Porta T. Trustworthiness analysis of sensor data in cyber-physical systems Journal of Computer and System Sciences. 79: 383-401. DOI: 10.1016/J.Jcss.2012.09.012  0.684
2012 Yin Z, Cao L, Gu Q, Han J. Latent Community Topic Analysis Acm Transactions On Intelligent Systems and Technology. 3: 1-21. DOI: 10.1145/2337542.2337548  0.461
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