Quanquan Gu

Citée par

	Toutes	Depuis 2019
Citations	22148	17994
indice h	68	62
indice i10	210	192

4600

2300

1150

3450

201220132014201520162017201820192020202120222023202477 145 347 559 747 976 1115 1466 1974 2800 3484 3649 4571

Accès public

Tout afficher

144 articles

2 articles

disponibles

non disponibles

Sur la base des exigences liées au financement

Coauteurs

Dongruo ZhouIndiana University BloomingtonAdresse e-mail validée de iu.edu
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisAdresse e-mail validée de cs.uiuc.edu
Difan ZouThe University of Hong KongAdresse e-mail validée de cs.hku.hk
Yuan CaoThe University of Hong KongAdresse e-mail validée de hku.hk
Pan XuDuke UniversityAdresse e-mail validée de duke.edu
Jinghui ChenAssistant Professor of Information Sciences and Technology, Penn State UniversityAdresse e-mail validée de psu.edu
Weitong ZhangAssistant Professor, SDSS, UNC Chapel HillAdresse e-mail validée de unc.edu
Yizhou SunProfessor, Computer Science, UCLAAdresse e-mail validée de cs.ucla.edu
Huizhuo YuanUniversity of California, Los AngelesAdresse e-mail validée de ucla.edu
Tong ZhangUIUCAdresse e-mail validée de tongzhang-ml.org
Vladimir BravermanVictor E. Cameron Professor of Computer Science, Rice UniversityAdresse e-mail validée de rice.edu
Sham M KakadeHarvard UniversityAdresse e-mail validée de seas.harvard.edu
Jian MaRay and Stephanie Lane Professor of Computational Biology, Carnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Spencer FreiUC DavisAdresse e-mail validée de ucdavis.edu
Lihong Li (李力鸿)AmazonAdresse e-mail validée de amazon.com
Yuanzhi LiAssistant Professor at CMUAdresse e-mail validée de andrew.cmu.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyAdresse e-mail validée de cs.berkeley.edu
Mikhail (Misha) BelkinProfessor of Data Science, Halıcıoğlu Data Science Institute, CSE, UCSD, Amazon ScholarAdresse e-mail validée de ucsd.edu
Panagiotis D. ChristofidesWilliam D. Van Vorst Distinguished Professor and Department Chair of Chemical Engineering, UCLAAdresse e-mail validée de seas.ucla.edu
Carl J. YangAssistant Professor of Computer Science at Emory UniversityAdresse e-mail validée de emory.edu

Suivre

Quanquan Gu

Associate Professor of Computer Science, UCLA

Adresse e-mail validée de cs.ucla.edu - Page d'accueil

Statistical Machine Learning Nonconvex Optimization Deep Learning Theory Reinforcement Learning AI for Science


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Active learning: A survey CC Aggarwal, X Kong, Q Gu, J Han, SY Philip Data classification, 599-634, 2014	3581*	2014
Generalized fisher score for feature selection Q Gu, Z Li, J Han Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial …, 2012	1071	2012
Personalized entity recommendation: A heterogeneous information network approach X Yu, X Ren, Y Sun, Q Gu, B Sturt, U Khandelwal, B Norick, J Han Proceedings of the 7th ACM international conference on Web search and data …, 2014	915	2014
Improving adversarial robustness requires revisiting misclassified examples Y Wang, D Zou, J Yi, J Bailey, X Ma, Q Gu International Conference on Learning Representations, 2020	826	2020
Gradient descent optimizes over-parameterized deep ReLU networks D Zou, Y Cao, D Zhou, Q Gu Machine Learning, 1-26, 2019	747	2019
Generalization bounds of stochastic gradient descent for wide and deep neural networks Y Cao, Q Gu Advances in neural information processing systems, 2019	441	2019
On the Convergence and Robustness of Adversarial Training Y Wang, X Ma, J Bailey, J Yi, B Zhou, Q Gu International Conference on Machine Learning 1, 2, 2019	427	2019
Layer-dependent importance sampling for training deep and large graph convolutional networks D Zou, Z Hu, Y Wang, S Jiang, Y Sun, Q Gu Advances in neural information processing systems, 2019	346	2019
Collaborative filtering: Weighted nonnegative matrix factorization incorporating user and item graphs Q Gu, J Zhou, C Ding Proceedings of the 2010 SIAM international conference on data mining, 199-210, 2010	317	2010
Co-clustering on manifolds Q Gu, J Zhou Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	304	2009
Neural Contextual Bandits with Upper Confidence Bound-Based Exploration D Zhou, L Li, Q Gu International Conference on Machine Learning, 2020	276	2020
An improved analysis of training over-parameterized deep neural networks D Zou, Q Gu Advances in neural information processing systems, 2019	272	2019
Neural Thompson Sampling W Zhang, D Zhou, L Li, Q Gu International Conference on Learning Representations, 2021	263	2021
Joint feature selection and subspace learning Q Gu, Z Li, J Han International Joint Conference on Artificial Intelligence 22 (1), 1294, 2011	256	2011
Recommendation in heterogeneous information networks with implicit user feedback X Yu, X Ren, Y Sun, B Sturt, U Khandelwal, Q Gu, B Norick, J Han Proceedings of the 7th ACM conference on Recommender systems, 347-350, 2013	243	2013
Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes D Zhou, Q Gu, C Szepesvari COLT, 2021	238	2021
Towards understanding the spectral bias of deep learning Y Cao, Z Fang, Y Wu, DX Zhou, Q Gu International Joint Conference on Artificial Intelligence, 2021	233	2021
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ... Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022	232	2022
Stochastic nested variance reduction for nonconvex optimization D Zhou, P Xu, Q Gu Advances in Neural Information Processing Systems, 3921-3932, 2018	231*	2018
Global convergence of Langevin dynamics based algorithms for nonconvex optimization P Xu, J Chen, D Zou, Q Gu Advances in Neural Information Processing Systems 31, 2018	228	2018

Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.

Articles 1–20

Nombre de citations par an

Citations en double

Citations fusionnées

Ajouter les coauteursCoauteurs

Suivre

Citée par

Coauteurs