11 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Unsupervised Instance and Subnetwork Selection for Network Data
Lin Zhang, Nicholas Moskwa, Melinda Larsen +1
Unlike tabular data, features in network data are interconnected within a domain-specific graph. Examples of this setting include gene expression overlaid on a protein interaction…
cs.LG2021★ 11 cited
Temporal Graph Signal Decomposition
Maxwell McNeil, Lin Zhang, Petko Bogdanov
Temporal graph signals are multivariate time series with individual components associated with nodes of a fixed graph structure. Data of this kind arises in many domains including…
cs.LG2019★ 1 cited
DSL: Discriminative Subgraph Learning via Sparse Self-Representation
Lin Zhang, Petko Bogdanov
The goal in network state prediction (NSP) is to classify the global state (label) associated with features embedded in a graph. This graph structure encoding feature relationships…