Hongyang R. Zhang

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Christopher RéComputer Science, Stanford UniversityVerified email at cs.stanford.edu
Dongyue LIPh.D. Student in Computer Science, Northeastern UniversityVerified email at northeastern.edu
Tengyu MAStanford UniversityVerified email at stanford.edu
Yuanzhi LiAssistant Professor at CMUVerified email at andrew.cmu.edu
Ashish GoelProfessor of Management Science and Engineering, and by courtesy, Computer Science, Stanford UniversityVerified email at stanford.edu
Haotian JuResearch Assistant in Computer Science, Northeastern UniversityVerified email at northeastern.edu
Xiaotie DengChair Professor of Computer Science, Peking University, Beijing, ChinaVerified email at pku.edu.cn
Aneesh SharmaGoogle IncVerified email at google.com
Peter LofgrenPhD from Stanford, now at AnthropicVerified email at cs.stanford.edu
Huy L NguyễnNortheastern UniversityVerified email at cs.princeton.edu
Gregory ValiantAssistant Professor of Computer Science, Stanford UniversityVerified email at stanford.edu
Fan YangTsinghua UniversityVerified email at mail.tsinghua.edu.cn
Weijie SuAssociate Professor, University of PennsylvaniaVerified email at wharton.upenn.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
Sanjeev KhannaHenry Salvatori Professor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Huacheng YuComputer Science, Princeton UniversityVerified email at cs.princeton.edu
Moses CharikarProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Tina Eliassi-RadProfessor & President Joseph E. Aoun Chair, Northeastern UniversityVerified email at eliassi.org
Thien NguyenNortheastern UniversityVerified email at northeastern.edu

Hongyang R. Zhang

Other namesHongyang Ryan Zhang, Hongyang Zhang

Asst. Prof. of Computer Science, Northeastern University

Verified email at northeastern.edu - Homepage

Machine Learning Learning Theory Design and Analysis of Algorithms Social Networks


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 COLT 2018, 2-47, 2018	325	2018
Understanding and Improving Information Transfer in Multi-Task Learning S Wu, HR Zhang, C Ré ICLR 2020, 2020	161	2020
Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations M Zhang, NS Sohoni, HR Zhang, C Finn, C Ré ICML 2022, 26484-26516, 2022	106	2022
Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK Y Li, T Ma, HR Zhang COLT 2020, 2613-2682, 2020	103*	2020
Approximate Personalized PageRank on Dynamic Graphs H Zhang, P Lofgren, A Goel KDD 2016, 1315-1324, 2016	86	2016
On the Generalization Effects of Linear Transformations in Data Augmentation S Wu, HR Zhang, G Valiant, C Ré ICML 2020, 10410-10420, 2020	71	2020
Incentive Ratios of Fisher Markets N Chen, X Deng, H Zhang, J Zhang ICALP (Track C) 2012, 2012	44	2012
Improved Regularization and Robustness for Fine-tuning in Neural Networks D Li, HR Zhang NeurIPS 2021, 27249-27262, 2021	41	2021
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	26	2015
Computing the Nucleolus of Matching, Cover and Clique Games N Chen, P Lu, H Zhang AAAI Conference on Artificial Intelligence 2012, 2012	26	2012
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	25	2021
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	23	2011
Robust Fine-tuning of Deep Neural Networks with Hessian-based Generalization Guarantees H Ju, D Li, HR Zhang ICML 2022; arXiv:2206.02659, 10431-10461, 2022	21	2022
Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion H Ju, D Li, A Sharma, HR Zhang AISTATS 2023, 6314-6341, 2023	17	2023
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	17*	2020
Incentives for Strategic Behavior in Fisher Market Games N Chen, X Deng, B Tang, H Zhang AAAI Conference on Artificial Intelligence 2016, 2016	17	2016
Connectivity in Random Forests and Credit Networks A Goel, S Khanna, S Raghvendra, H Zhang ACM-SIAM symposium on Discrete algorithms 2015, 2015	15	2015
Recovery Guarantees for Quadratic Tensors with Sparse Observations H Zhang, V Sharan, M Charikar, Y Liang AISTATS 2019, 3322-3332, 2019	8	2019
Identification of Negative Transfers in Multitask Learning Using Surrogate Models D Li, HL Nguyen, HR Zhang Transactions on Machine Learning Research, 2023	5*	2023
Pruning based Distance Sketches with Provable Guarantees on Random Graphs H Zhang, H Yu, A Goel The World Wide Web Conference 2019, 2301-2311, 2019	5	2019

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