Hongyang R. Zhang

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Dongyue LIComputer Science, Northeastern UniversityVerified email at northeastern.edu
Christopher RéComputer Science, Stanford UniversityVerified email at cs.stanford.edu
Sen WuComputer Science, Stanford UniversityVerified email at cs.stanford.edu
Tengyu MAStanford UniversityVerified email at stanford.edu
Haotian JuResearch Assistant in Computer Science, Northeastern UniversityVerified email at northeastern.edu
Ashish GoelProfessor of Management Science and Engineering, and by courtesy, Computer Science, Stanford UniversityVerified email at stanford.edu
Ning ChenAdvance Intelligence GroupVerified email at advance.ai
Aneesh SharmaGoogle IncVerified email at google.com
Xiaotie DengChair Professor of Computer Science, Peking University, Beijing, ChinaVerified email at pku.edu.cn
Huy L NguyễnNortheastern UniversityVerified email at cs.princeton.edu
Fan YangTsinghua UniversityVerified email at mail.tsinghua.edu.cn
Weijie SuAssociate Professor, University of PennsylvaniaVerified email at wharton.upenn.edu
Peter LofgrenPhD from Stanford, now at AnthropicVerified email at cs.stanford.edu
Gregory ValiantAssistant Professor of Computer Science, Stanford UniversityVerified email at stanford.edu
Pinyan LuITCS, Shanghai University of Finance and EconomicsVerified email at mail.shufe.edu.cn
Kamesh MunagalaProfessor of Computer Science, Duke UniversityVerified email at cs.duke.edu
Moses CharikarProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Sanjeev KhannaHenry Salvatori Professor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Tina Eliassi-RadProfessor & The Inaugural Joseph E. Aoun Chair, Northeastern UniversityVerified email at eliassi.org
Predrag RadivojacProfessor of Computer Science, Northeastern UniversityVerified email at northeastern.edu

Hongyang R. Zhang

Other namesHongyang Ryan Zhang, Hongyang Zhang

Computer Science, Northeastern University

Verified email at northeastern.edu - Homepage

Machine Learning Algorithms


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Algorithmic Regularization in Over-Parameterized Matrix Sensing and Neural Networks with Quadratic Activations Y Li, T Ma, H Zhang Conference On Learning Theory, 2-47, 2018	376	2018
Understanding and Improving Information Transfer in Multi-Task Learning S Wu, HR Zhang, C Ré ICLR 2020, 2020	194	2020
Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations M Zhang, NS Sohoni, HR Zhang, C Finn, C Ré International Conference on Machine Learning, 26484-26516, 2022	136	2022
Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK Y Li, T Ma, HR Zhang Conference On Learning Theory, 2613-2682, 2020	122	2020
Approximate Personalized PageRank on Dynamic Graphs H Zhang, P Lofgren, A Goel Proceedings of the 22nd ACM SIGKDD Conference on Knowledge Discovery and …, 2016	97	2016
On the Generalization Effects of Linear Transformations in Data Augmentation S Wu, HR Zhang, G Valiant, C Ré International Conference on Machine Learning, 10410-10420, 2020	89	2020
Improved Regularization and Robustness for Fine-tuning in Neural Networks D Li, HR Zhang Advances in Neural Information Processing Systems 34, 27249-27262, 2021	64	2021
Incentive Ratios of Fisher Markets N Chen, X Deng, H Zhang, J Zhang ICALP (Track C) 2012, 2012	47	2012
Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion H Ju, D Li, A Sharma, HR Zhang International Conference on Artificial Intelligence and Statistics, 6314-6341, 2023	39	2023
Observational Supervision for Medical Image Classification Using Gaze Data K Saab, SM Hooper, NS Sohoni, J Parmar, B Pogatchnik, S Wu, ... Medical Image Computing and Computer-Assisted Intervention, 2021	35	2021
Robust Fine-tuning of Deep Neural Networks with Hessian-based Generalization Guarantees H Ju, D Li, HR Zhang International Conference on Machine Learning, 10431-10461, 2022	33	2022
A Note on Modeling Retweet Cascades on Twitter A Goel, K Munagala, A Sharma, H Zhang Workshop on Algorithms and Models for the Web-Graph (WAW) 2015, 2015	27	2015
Computing the Nucleolus of Matching, Cover and Clique Games N Chen, P Lu, H Zhang AAAI Conference on Artificial Intelligence 2012, 2012	27	2012
Precise High-dimensional Asymptotics for Quantifying Heterogeneous Transfers F Yang, HR Zhang, S Wu, C Ré, WJ Su arXiv e-prints, arXiv: 2010.11750, 2020	26*	2020
On Strategy-proof Allocation without Payments or Priors L Han, C Su, L Tang, H Zhang Conference on Web and Internet Economics (WINE) 2011, 2011	25	2011
Incentives for Strategic Behavior in Fisher Market Games N Chen, X Deng, B Tang, H Zhang AAAI Conference on Artificial Intelligence 2016, 2016	19	2016
Connectivity in Random Forests and Credit Networks A Goel, S Khanna, S Raghvendra, H Zhang Proceedings of the twenty-sixth annual ACM-SIAM symposium on Discrete …, 2014	15	2014
Identification of Negative Transfers in Multitask Learning Using Surrogate Models D Li, HL Nguyen, HR Zhang Transactions on Machine Learning Research, 2023	14	2023
Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis A Nippani, D Li, H Ju, HN Koutsopoulos, HR Zhang Advances in Neural Information Processing Systems 36, 2023	10	2023
Boosting Multitask Learning on Graphs through Higher-Order Task Affinities D Li, H Ju, A Sharma, HR Zhang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023	8	2023

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