21 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 21 cited
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces
Chloe Wang, Oleksii Tsepa, Jun Ma +1
Attention mechanisms have been widely used to capture long-range dependencies among nodes in Graph Transformers. Bottlenecked by the quadratic computational cost, attention mechani…
cs.LG2023★ 3 cited
CongFu: Conditional Graph Fusion for Drug Synergy Prediction
Oleksii Tsepa, Bohdan Naida, Anna Goldenberg +1
Drug synergy, characterized by the amplified combined effect of multiple drugs, is critically important for optimizing therapeutic outcomes. Limited data on drug synergy, arising f…