Charilaos Kanatsoulis

Zero-Shot Generalization of GNNs over Distinct Attribute Domains

Zero-Shot Generalization of GNNs over Distinct Attribute Domains

Learning Efficient Positional Encodings with Graph Neural Networks

LoRTA: Low Rank Tensor Adaptation of Large Language Models

RelGNN: Composite Message Passing for Relational Deep Learning

Counting Graph Substructures with Graph Neural Networks

Network Alignment with Transferable Graph Autoencoders