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cs.LG2024
HyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks
Sadaf Sadeghian, Xiaoxiao Li, Margo Seltzer
Identifying unusual brain activity is a crucial task in neuroscience research, as it aids in the early detection of brain disorders. It is common to represent brain networks as gra…
cs.LG2023★ 4 cited
CAT-Walk: Inductive Hypergraph Learning via Set Walks
Ali Behrouz, Farnoosh Hashemi, Sadaf Sadeghian +1
Temporal hypergraphs provide a powerful paradigm for modeling time-dependent, higher-order interactions in complex systems. Representation learning for hypergraphs is essential for…