Dinghuai Zhang

Out-of-Distribution Generalization via Risk Extrapolation (REx)

David Krueger, Ethan Caballero, Joern-Henrik Jacobsen et al. · arXiv (Cornell University) · 2020 · 260 citations · Full text

Computing, Computer Science, Machine Learning +16

You Only Propagate Once: Accelerating Adversarial Training via Maximal\n Principle

Dinghuai Zhang, Tianyuan Zhang, Yiping Lu et al. · arXiv (Cornell University) · 2019 · 85 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Invariance Principle Meets Information Bottleneck for\n Out-of-Distribution Generalization

Kartik Ahuja, Ethan Caballero, Dinghuai Zhang et al. · arXiv (Cornell University) · 2021 · 70 citations · Full text

Computing, Computer Science, Feature Engineering +9

Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization

Kartik Ahuja, Ethan Caballero, Dinghuai Zhang et al. · arXiv (Cornell University) · 2021 · 44 citations · Full text

Computing, Computer Science, Feature Engineering +9

Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework

Dinghuai Zhang, Mao Ye, Chengyue Gong et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text

Computing, Computer Engineering, Computer Science +11