2 papers
cs.LG2025
Heterogeneous Graph Neural Network on Semantic Tree
Mingyu Guan, Jack W. Stokes, Qinlong Luo +4
The recent past has seen an increasing interest in Heterogeneous Graph Neural Networks (HGNNs), since many real-world graphs are heterogeneous in nature, from citation graphs to em…
cs.LG2025
ReInc: Scaling Training of Dynamic Graph Neural Networks
Mingyu Guan, Saumia Singhal, Taesoo Kim +1
Dynamic Graph Neural Networks (DGNNs) have gained widespread attention due to their applicability in diverse domains such as traffic network prediction, epidemiological forecasting…