Yang Yuan

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Robert KleinbergDepartment of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Zeyuan Allen-ZhuMeta AI / FAIR LabsVerified email at csail.mit.edu
Jiaye TengTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Yuanzhi LiAssistant Professor at CMUVerified email at andrew.cmu.edu
Wei Chen （陈卫）Microsoft ResearchVerified email at microsoft.com
Yajun WangMicrosoft CorporationVerified email at microsoft.com
Gao Huang （黄高）Associate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Nate FosterProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Robert SouléAssociate Professor of Computer Science, Yale UniversityVerified email at yale.edu
Haowei HeTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Praveen KumarGoogleVerified email at google.com
Rong GeDuke UniversityVerified email at cs.duke.edu
Chi JinAssistant Professor, Princeton UniversityVerified email at princeton.edu
Furong HuangAssociate Professor of Computer Science, University of MarylandVerified email at umd.edu
Yu SunPostdoc, Stanford UniversityVerified email at cs.stanford.edu
Kilian WeinbergerCornell UniversityVerified email at cornell.edu
Felix WuCharacter AIVerified email at character.ai
Qiantong XuGoogle DeepmindVerified email at google.com
Chuan GuoResearch Scientist, FAIR, MetaVerified email at fb.com
Piotr IndykProfessor of Electrical Engineering and Computer Science, MITVerified email at mit.edu

Yang Yuan

Tsinghua University

Verified email at tsinghua.edu.cn - Homepage

Machine learning Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Escaping from saddle points—online stochastic gradient for tensor decomposition R Ge, F Huang, C Jin, Y Yuan Conference on learning theory, 797-842, 2015	1271	2015
Combinatorial multi-armed bandit: General framework and applications W Chen, Y Wang, Y Yuan International conference on machine learning, 151-159, 2013	850	2013
Convergence analysis of two-layer neural networks with relu activation Y Li, Y Yuan Advances in neural information processing systems 30, 2017	773	2017
An alternative view: When does SGD escape local minima? B Kleinberg, Y Li, Y Yuan International conference on machine learning, 2698-2707, 2018	365	2018
An empirical study on evaluation metrics of generative adversarial networks Q Xu, G Huang, Y Yuan, C Guo, Y Sun, F Wu, K Weinberger arXiv preprint arXiv:1806.07755, 2018	352	2018
Combinatorial multi-armed bandit and its extension to probabilistically triggered arms W Chen, Y Wang, Y Yuan, Q Wang Journal of Machine Learning Research 17 (50), 1-33, 2016	256	2016
Improved SVRG for non-strongly-convex or sum-of-non-convex objectives Z Allen-Zhu, Y Yuan International conference on machine learning, 1080-1089, 2016	228	2016
Even faster accelerated coordinate descent using non-uniform sampling Z Allen-Zhu, Z Qu, P Richtárik, Y Yuan International Conference on Machine Learning, 1110-1119, 2016	210	2016
{Semi-oblivious} traffic engineering: The road not taken P Kumar, Y Yuan, C Yu, N Foster, R Kleinberg, P Lapukhov, CL Lim, ... 15th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2018	166	2018
Hyperparameter optimization: A spectral approach E Hazan, A Klivans, Y Yuan arXiv preprint arXiv:1706.00764, 2017	165	2017
Asymmetric valleys: Beyond sharp and flat local minima H He, G Huang, Y Yuan Advances in neural information processing systems 32, 2019	163	2019
Tight certificates of adversarial robustness for randomly smoothed classifiers GH Lee, Y Yuan, S Chang, T Jaakkola Advances in Neural Information Processing Systems 32, 2019	128	2019
Optimal auctions vs. anonymous pricing S Alaei, J Hartline, R Niazadeh, E Pountourakis, Y Yuan Games and Economic Behavior 118, 494-510, 2019	82	2019
Cumulative reasoning with large language models Y Zhang, J Yang, Y Yuan, ACC Yao arXiv preprint arXiv:2308.04371, 2023	73	2023
Boreas: an accurate and scalable token-based approach to code clone detection Y Yuan, Y Guo Proceedings of the 27th IEEE/ACM international conference on automated …, 2012	65	2012
Learning-based low-rank approximations P Indyk, A Vakilian, Y Yuan Advances in Neural Information Processing Systems 32, 2019	59	2019
CMCD: Count matrix based code clone detection Y Yuan, Y Guo 2011 18th Asia-Pacific Software Engineering Conference, 250-257, 2011	38	2011
Kulfi: Robust traffic engineering using semi-oblivious routing P Kumar, Y Yuan, C Yu, N Foster, R Kleinberg, R Soulé arXiv preprint arXiv:1603.01203, 2016	37	2016
On the power of foundation models Y Yuan International Conference on Machine Learning, 40519-40530, 2023	34	2023
YATES: Rapid prototyping for traffic engineering systems P Kumar, C Yu, Y Yuan, N Foster, R Kleinberg, R Soulé Proceedings of the Symposium on SDN Research, 1-7, 2018	33	2018

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