49 citations · 51 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 2 cited
AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks
Xiao Wang, Siyue Wang, Pin-Yu Chen +2
Designing effective defense against adversarial attacks is a crucial topic as deep neural networks have been proliferated rapidly in many security-critical domains such as malware…
cs.DS2015★ 49 cited
Stochastic Block Model and Community Detection in the Sparse Graphs: A spectral algorithm with optimal rate of recovery
Peter Chin, Anup Rao, Van Vu
In this paper, we present and analyze a simple and robust spectral algorithm for the stochastic block model with blocks, for any fixed. Our algorithm works with graphs havi…
math.CO2014
Computing Diffusion State Distance using Green's Function and Heat Kernel on Graphs
Edward Boehnlein, Peter Chin, Amit Sinha +1
The diffusion state distance (DSD) was introduced by Cao-Zhang-Park-Daniels-Crovella-Cowen-Hescott [{\em PLoS ONE, 2013}] to capture functional similarity in protein-protein intera…