Sayan Ranu

Is Graph Unlearning Ready for Practice? A Benchmark on Efficiency, Utility, and Forgetting

Panorama: Fast-Track Nearest Neighbors

TREEGEAR: Learning Graph Edit Distance with Zero Ground-truth Labels

NEUTAG: Graph Transformer for Attributed Graphs

EUGENE: Explainable Structure-aware Graph Edit Distance Estimation with Generalized Edit Costs

GnnXemplar: Exemplars to Explanations - Natural Language Rules for Global GNN Interpretability

Bonsai: Gradient-free Graph Condensation for Node Classification

Learnable Stability-Aware Unstructured Grid Coarsening Using Graph Neural Networks for Accelerated Physics Simulations

GRAIL: Graph Edit Distance and Node Alignment using LLM-Generated Code

Task and Model Agnostic Differentially Private Graph Neural Networks via Coarsening