23 citations · 30 across the 5 of their papers we have counts for
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cs.LG2019
Topology Based Scalable Graph Kernels
Kin Sum Liu, Chien-Chun Ni, Yu-Yao Lin +1
We propose a new graph kernel for graph classification and comparison using Ollivier Ricci curvature. The Ricci curvature of an edge in a graph describes the connectivity in the lo…
cs.LG2018
Performing Co-Membership Attacks Against Deep Generative Models
Kin Sum Liu, Chaowei Xiao, Bo Li +1
In this paper we propose a new membership attack method called co-membership attacks against deep generative models including Variational Autoencoders (VAEs) and Generative Adversa…