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Hongyang R. Zhang
Hongyang R. Zhang
Other namesHongyang Ryan Zhang, Hongyang Zhang
Asst. Prof. of Computer Science, Northeastern University
Verified email at northeastern.edu - Homepage
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
3332018
Understanding and Improving Information Transfer in Multi-Task Learning
S Wu, HR Zhang, C Ré
ICLR 2020, 2020
1662020
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
1162022
Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK
Y Li, T Ma, HR Zhang
COLT 2020, 2613-2682, 2020
106*2020
Approximate Personalized PageRank on Dynamic Graphs
H Zhang, P Lofgren, A Goel
KDD 2016, 1315-1324, 2016
892016
On the Generalization Effects of Linear Transformations in Data Augmentation
S Wu, HR Zhang, G Valiant, C Ré
ICML 2020, 10410-10420, 2020
772020
Incentive Ratios of Fisher Markets
N Chen, X Deng, H Zhang, J Zhang
ICALP (Track C) 2012, 2012
452012
Improved Regularization and Robustness for Fine-tuning in Neural Networks
D Li, HR Zhang
NeurIPS 2021, 27249-27262, 2021
432021
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
272021
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
262015
Computing the Nucleolus of Matching, Cover and Clique Games
N Chen, P Lu, H Zhang
AAAI Conference on Artificial Intelligence 2012, 2012
262012
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
232011
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
212022
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
182023
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
18*2020
Incentives for Strategic Behavior in Fisher Market Games
N Chen, X Deng, B Tang, H Zhang
AAAI Conference on Artificial Intelligence 2016, 2016
172016
Connectivity in Random Forests and Credit Networks
A Goel, S Khanna, S Raghvendra, H Zhang
ACM-SIAM symposium on Discrete algorithms 2015, 2015
162015
Recovery Guarantees for Quadratic Tensors with Sparse Observations
H Zhang, V Sharan, M Charikar, Y Liang
AISTATS 2019, 3322-3332, 2019
82019
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
52019
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Articles 1–20