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Hongyang Zhang | Researchclopedia

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Hongyang Zhang

Ministry of Education of the People's Republic of China ORCID

101

Works

2,176

Citations

17

h-index

22

i10-index

Research Topics

Adversarial Robustness in Machine Learning Topic Modeling Machine Learning and Algorithms

Affiliations

Harbin University of Science and Technology2012–2012

Ningbo University2024–2024

Tianjin University of Commerce2024–2024

Shanghai University2024–2024

Microsoft (United States)2020–2020

Top Works

Theoretically Principled Trade-off between Robustness and Accuracy

Hongyang Zhang,Yaodong Yu,et al.

2019920 citations

Domain Adaptation and Few-Shot Learning

Anomaly Detection Techniques and Applications

Theoretically Principled Trade-off between Robustness and Accuracy

Hongyang Zhang,Yaodong Yu,et al.

2019307 citations

Algorithmic Regularization in Over-parameterized Matrix Sensing and\n Neural Networks with Quadratic Activations

Yuanzhi Li,Tengyu Ma,et al.

2017148 citations

Self-Adaptive Training: beyond Empirical Risk Minimization

Lang Huang,Chao Zhang,et al.

202088 citations

A Closer Look at Accuracy vs. Robustness

Yao-Yuan Yang,Cyrus Rashtchian,et al.

202083 citations

Adversarial Vision Challenge

Wieland Brendel,Jonas Rauber,et al.

201949 citations

Understanding and Improving Information Transfer in Multi-Task Learning

Sen Wu,Hongyang Zhang,et al.

202047 citations

Differentially Private Clustering in High-Dimensional Euclidean Spaces

Maria-Florina Balcan,Travis Dick,et al.

201747 citations

A Hierarchical Clustering Approach to Fuzzy Semantic Representation of Rare Words in Neural Machine Translation

Muyun Yang,Shujie Liu,et al.

202044 citations