1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs
Arman Gupta, Govind Waghmare, Gaurav Oberoi +1
In heterophilic graphs, where neighboring nodes often belong to different classes, conventional Graph Neural Networks (GNNs) struggle due to their reliance on local homophilous nei…
cs.LG2023★ 1 cited
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs
Tony Gracious, Arman Gupta, Ambedkar Dukkipati
Forecasting relations between entities is paramount in the current era of data and AI. However, it is often overlooked that real-world relationships are inherently directional, inv…