Hongyang Ryan Zhang

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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
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
Ning ChenAdvance Intelligence GroupVerified email at advance.ai
Dongyue LIPh.D. Student in Computer Science, Northeastern UniversityVerified email at northeastern.edu
Xiaotie DengChair Professor of Computer Science, Peking University, Beijing, ChinaVerified email at pku.edu.cn
Gregory ValiantAssistant Professor of Computer Science, Stanford UniversityVerified email at stanford.edu
Aneesh SharmaGoogle IncVerified email at google.com
Chelsea FinnStanford University, GoogleVerified email at cs.stanford.edu
Michael ZhangCS PhD Student, 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
Fan YangTsinghua UniversityVerified email at mail.tsinghua.edu.cn
Weijie J. SuAssociate Professor, Wharton and Computer Science, University of PennsylvaniaVerified email at wharton.upenn.edu
Yingyu LiangUniversity of Wisconsin-MadisonVerified email at cs.wisc.edu
Vatsal SharanStanford UniversityVerified email at stanford.edu
Haotian JuResearch Assistant in Computer Science, Northeastern UniversityVerified email at northeastern.edu

Hongyang Ryan Zhang

Asst. Prof. of Computer Science, Northeastern University

Verified email at northeastern.edu - Homepage

Machine Learning Algorithms Generalization Social Networks


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Algorithmic Regularization in Over-Parameterized Matrix Sensing and Neural Networks with Quadratic Activations Y Li, T Ma, H Zhang Conference on Learning Theory; arXiv:1712.09203, 2018	257	2018
Understanding and Improving Information Transfer in Multi-Task Learning S Wu, HR Zhang, C Ré ICLR; arXiv:2005.00944, 2020	111	2020
Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK Y Li, T Ma, HR Zhang Conference on Learning Theory; arXiv:2007.04596, 2020	83*	2020
Approximate Personalized PageRank on Dynamic Graphs H Zhang, P Lofgren, A Goel KDD; arXiv:1603.07796, 2016	66	2016
On the Generalization Effects of Linear Transformations in Data Augmentation S Wu, HR Zhang, G Valiant, C Ré International Conference on Machine Learning; arXiv:2005.00695, 2020	56	2020
Incentive Ratios of Fisher Markets N Chen, X Deng, H Zhang, J Zhang ICALP (Track C) 2012, 2012	40	2012
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; arXiv:2203.01517, 2022	37	2022
Computing the Nucleolus of Matching, Cover and Clique Games N Chen, P Lu, H Zhang AAAI Conference on Artificial Intelligence 2012, 2012	25	2012
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	23	2015
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	19	2011
Improved Regularization and Robustness for Fine-tuning in Neural Networks D Li, HR Zhang Neural Information Processing Systems; arxiv: 2111.04578, 2021	18	2021
Incentives for Strategic Behavior in Fisher Market Games N Chen, X Deng, B Tang, H Zhang AAAI Conference on Artificial Intelligence 2016, 2016	15	2016
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	14	2021
Connectivity in Random Forests and Credit Networks A Goel, S Khanna, S Raghvendra, H Zhang ACM-SIAM symposium on Discrete algorithms 2015, 2015	13	2015
Analysis of Information Transfer from Heterogeneous Sources via Precise High-dimensional Asymptotics F Yang, HR Zhang, S Wu, WJ Su, C Ré arXiv e-prints, arXiv: 2010.11750, 2021	9*	2021
Recovery Guarantees for Quadratic Tensors with Limited Observations H Zhang, V Sharan, M Charikar, Y Liang Artificial Intelligence and Statistics; arXiv:1811.00148, 2019	9*	2019
Robust Fine-tuning of Deep Neural Networks with Hessian-based Generalization Guarantees H Ju, D Li, HR Zhang International Conference on Machine Learning; arXiv:2206.02659, 2022	7	2022
Pruning based Distance Sketches with Provable Guarantees on Random Graphs H Zhang, H Yu, A Goel The Web Conference; arXiv:1712.08709, 2019	4	2019
Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion H Ju, D Li, A Sharma, HR Zhang Artificial Intelligence and Statistics; arXiv:2302.04451, 2023	1	2023
Identification of Negative Transfers in Multitask Learning Using Surrogate Models D Li, HL Nguyen, HR Zhang Transactions on Machine Learning Research; arXiv:2303.14582, 2023		2023

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