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cs.LG2021
New Benchmarks for Learning on Non-Homophilous Graphs
Derek Lim, Xiuyu Li, Felix Hohne +1
Much data with graph structures satisfy the principle of homophily, meaning that connected nodes tend to be similar with respect to a specific attribute. As such, ubiquitous datase…
cs.LG2020★ 16 cited
Doubly Stochastic Subspace Clustering
Derek Lim, René Vidal, Benjamin D. Haeffele
Many state-of-the-art subspace clustering methods follow a two-step process by first constructing an affinity matrix between data points and then applying spectral clustering to th…