Cuneyt Gurcan Akcora

Adversarial Graph Neural Network Benchmarks: Towards Practical and Fair Evaluation

TopoFormer: Topology Meets Attention for Graph Learning

ATEX-CF: Attack-Informed Counterfactual Explanations for Graph Neural Networks

Hydra: Towards Transferable Multi-Task Learning on Temporal Graphs

TopER: Topological Embeddings in Graph Representation Learning

GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning

TopER: Topological Embeddings in Graph Representation Learning

Towards Neural Scaling Laws for Foundation Models on Temporal Graphs

WISE-GNN: Enhancing GNNs with Wise Embedding and Topological Encoding