Subhajit Dutta Chowdhury

Analyzing Adversarial Vulnerabilities of Graph Lottery Tickets

Graph neural networks (GNNs) have displayed significant potential in various graph-based learning tasks. However, the computational demands of deploying GNNs on large-scale graphs can grow exponentially. A recent method, termed unified graph sparsification (UGS), shows that there exists a pair consi…