95 citations · 120 across the 7 of their papers we have counts for
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3 papers · 1 filter
cs.LG2020★ 2 cited
Large Norms of CNN Layers Do Not Hurt Adversarial Robustness
Youwei Liang, Dong Huang
Since the Lipschitz properties of convolutional neural networks (CNNs) are widely considered to be related to adversarial robustness, we theoretically characterize the nor…
cs.LG2020★ 1 cited
Multi-view Graph Learning by Joint Modeling of Consistency and Inconsistency
Youwei Liang, Dong Huang, Chang-Dong Wang +1
Graph learning has emerged as a promising technique for multi-view clustering with its ability to learn a unified and robust graph from multiple views. However, existing graph lear…
math.OC2020★ 1 cited
Gradient Projection for Solving Quadratic Programs with Standard Simplex Constraints
Youwei Liang
An important method to optimize a function on standard simplex is the active set algorithm, which requires the gradient of the function to be projected onto a hyperplane, with sign…