Hongyang Zhang

Cited by

	All	Since 2019
Citations	5296	5068
h-index	28	26
i10-index	46	45

1400

700

350

1050

201520162017201820192020202120222023202416 32 75 79 243 499 734 1032 1142 1394

Public access

View all

33 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Zhouchen LinProfessor, Peking University; Fellow of IEEE, IAPR, CSIG & AAIA; ex-VP of Samsung ResearchVerified email at pku.edu.cn
Yaodong YuUniversity of California, BerkeleyVerified email at berkeley.edu
Jiantao JiaoAssistant Professor of EECS and Statistics, University of California, BerkeleyVerified email at berkeley.edu
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu
Yihan WuUniversity of MarylandVerified email at umd.edu
Fangyun WeiMicrosoft ResearchVerified email at microsoft.com
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Heng HuangBrendan Iribe Endowed Professor in Computer Science, University Maryland College ParkVerified email at umd.edu
David WoodruffProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Yuhui LiPeking UniversityVerified email at stu.pku.edu.cn
Kamalika ChaudhuriUCSD, MetaVerified email at ucsd.edu
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Lang HuangThe University of Tokyo; Alum@PKUVerified email at cvm.t.u-tokyo.ac.jp
Travis DickGoogleVerified email at google.com
Thierry BOUWMANSLaboratoire MIA, La Rochelle UniversitéVerified email at univ-lr.fr
Professor Junbin GaoDiscipline of Business Analytics in Business School, The University of SydneyVerified email at sydney.edu.au
Aarti SinghProfessor of Machine Learning Department, Carnegie Mellon UniversityVerified email at cmu.edu
Yichong XuMember of Technical Staff, Character.AIVerified email at microsoft.com

Hongyang Zhang

Assistant Professor of Computer Science, University of Waterloo

Verified email at uwaterloo.ca - Homepage

Machine Learning AI Security & Privacy Inference Acceleration World Models


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Theoretically principled trade-off between robustness and accuracy H Zhang, Y Yu, J Jiao, E Xing, L El Ghaoui, M Jordan International conference on machine learning, 7472-7482, 2019	2825	2019
A closer look at accuracy vs. robustness YY Yang, C Rashtchian, H Zhang, R Salakhutdinov, K Chaudhuri	342	2020
On the applications of robust PCA in image and video processing T Bouwmans, S Javed, H Zhang, Z Lin, R Otazo Proceedings of the IEEE 106 (8), 1427-1457, 2018	288	2018
Self-adaptive training: beyond empirical risk minimization L Huang, C Zhang, H Zhang Advances in neural information processing systems 33, 19365-19376, 2020	246	2020
Learning and 1-bit compressed sensing under asymmetric noise P Awasthi, MF Balcan, N Haghtalab, H Zhang Conference on Learning Theory, 152-192, 2016	104	2016
Differentially private clustering in high-dimensional euclidean spaces MF Balcan, T Dick, Y Liang, W Mou, H Zhang International Conference on Machine Learning, 322-331, 2017	98	2017
Random Smoothing Might be Unable to Certify Robustness for High-Dimensional Images A Blum, T Dick, N Manoj, H Zhang Journal of machine learning research 21 (211), 1-21, 2020	85	2020
Rain: Your language models can align themselves without finetuning Y Li, F Wei, J Zhao, C Zhang, H Zhang arXiv preprint arXiv:2309.07124, 2023	79	2023
Robust latent low rank representation for subspace clustering H Zhang, Z Lin, C Zhang, J Gao Neurocomputing 145, 369-373, 2014	78	2014
Unbiased watermark for large language models Z Hu, L Chen, X Wu, Y Wu, H Zhang, H Huang arXiv preprint arXiv:2310.10669, 2023	69	2023
Adversarial vision challenge W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ... The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020	66	2020
Eagle: Speculative sampling requires rethinking feature uncertainty Y Li, F Wei, C Zhang, H Zhang arXiv preprint arXiv:2401.15077, 2024	55	2024
Exact recoverability of robust PCA via outlier pursuit with tight recovery bounds H Zhang, Z Lin, C Zhang, E Chang Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015	51	2015
Design and interpretation of universal adversarial patches in face detection X Yang, F Wei, H Zhang, J Zhu Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020	49	2020
Noise-tolerant interactive learning using pairwise comparisons Y Xu, H Zhang, K Miller, A Singh, A Dubrawski Advances in neural information processing systems 30, 2017	48*	2017
Noise-tolerant life-long matrix completion via adaptive sampling MFF Balcan, H Zhang Advances in Neural Information Processing Systems 29, 2016	48	2016
Deep neural networks with multi-branch architectures are intrinsically less non-convex H Zhang, J Shao, R Salakhutdinov The 22nd International Conference on Artificial Intelligence and Statistics …, 2019	47	2019
Sample and computationally efficient learning algorithms under s-concave distributions MFF Balcan, H Zhang Advances in Neural Information Processing Systems 30, 2017	40	2017
Low Rank Models for Visual Analysis: Theories, Algorithms and Applications Z Lin, H Zhang Academic Press, 2017	36	2017
Self-adaptive training: Bridging supervised and self-supervised learning L Huang, C Zhang, H Zhang IEEE transactions on pattern analysis and machine intelligence 46 (3), 1362-1377, 2022	34	2022

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors