14 citations · 42 across the 8 of their papers we have counts for
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cs.LG2021
HyperSF: Spectral Hypergraph Coarsening via Flow-based Local Clustering
Ali Aghdaei, Zhiqiang Zhao, Zhuo Feng
Hypergraphs allow modeling problems with multi-way high-order relationships. However, the computational cost of most existing hypergraph-based algorithms can be heavily dependent u…
cs.LG2021★ 1 cited
SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation
Wuxinlin Cheng, Chenhui Deng, Zhiqiang Zhao +3
A black-box spectral method is introduced for evaluating the adversarial robustness of a given machine learning (ML) model. Our approach, named SPADE, exploits bijective distance m…