Hongyang Zhang - Concepedia

Author

Hongyang Zhang

Also Known As

Bai, Tonghe, Guo, Junfeng, Hongyang Zhang, Wu, Yihan, Yong Cai, Zhang, Hongyang, Zhang, Hongyang (Fred), Zhang, Hongyang R.

102

Publications

2.2K

Citations

H-Index

Concepts

All Affiliations

Carnegie Mellon University University of Waterloo Peking University University of California, Berkeley Microsoft Research Asia (China)

About

Hongyang Zhang is an author at Carnegie Mellon University specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	13	1.6K
2	Business	1	1	20
3	Language Studies	1	1	44
4	Management	1	1	17
5	Social Sciences	1	1	47

Hongyang Zhang

Publications

1.9K

Citations

H-Index

Page 1

	Year	Citations
Theoretically Principled Trade-off between Robustness and Accuracy Hongyang Zhang, Yaodong Yu, Jiantao Jiao, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningVerificationAi Safety	2019	918
Theoretically Principled Trade-off between Robustness and Accuracy Hongyang Zhang, Yaodong Yu, Jiantao Jiao, International Conference on Machine Learning Artificial IntelligenceEngineeringMachine LearningVerificationAi Safety	2019	307
Algorithmic Regularization in Over-parameterized Matrix Sensing and\n Neural Networks with Quadratic Activations Yuanzhi Li, Tengyu Ma, Hongyang Zhang arXiv (Cornell University)	2017	147
Self-Adaptive Training: beyond Empirical Risk Minimization Lang Huang, Chao Zhang, Hongyang Zhang arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningData SciencePattern Recognition	2020	88
A Closer Look at Accuracy vs. Robustness Yao-Yuan Yang, Cyrus Rashtchian, Hongyang Zhang, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningGeneralization TechniquesAutoencoders	2020	83
Differentially Private Clustering in High-Dimensional Euclidean Spaces Maria-Florina Balcan, Travis Dick, Yingyu Liang, International Conference on Machine Learning Privacy ProtectionPrivate ClusteringPrivate Information RetrievalData PrivacyDifferential Privacy	2017	47
Understanding and Improving Information Transfer in Multi-Task Learning Sen Wu, Hongyang Zhang, Christopher Ré arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningCross-lingual RepresentationCognition	2020	47
A Hierarchical Clustering Approach to Fuzzy Semantic Representation of Rare Words in Neural Machine Translation Muyun Yang, Shujie Liu, Kehai Chen, IEEE Transactions on Fuzzy Systems Natural Language ProcessingComputer-assisted TranslationEngineeringMachine LearningCross-lingual Representation	2020	44
Self-Adaptive Training: Bridging Supervised and Self-Supervised Learning Lang Huang, Chao Zhang, Hongyang Zhang IEEE Transactions on Pattern Analysis and Machine Intelligence	2022	29
A Closer Look at Accuracy vs. Robustness Yao-Yuan Yang, Cyrus Rashtchian, Hongyang Zhang, Neural Information Processing Systems Convolutional Neural NetworkEngineeringMachine LearningGeneralization TechniquesAutoencoders	2020	24

Page 1