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DIY textured abstract wall art: Step-by-step mixed media tutorial!

Discover how to create stunning textured abstract wall art using mixed media techniques in this step-by-step art tutorial. Learn how to combine putty, acrylic paints, stencils, and decorative ...
IEEE

Uncertainty-Aware Graph Neural Networks: A Multihop Evidence Fusion Approach

Abstract: Graph neural networks (GNNs) excel in graph representation learning by integrating graph structure and node features. Existing GNNs, unfortunately, fail to account for the uncertainty of ...
IEEE

Multihop Reconstruction for Generalized Zero-Shot Node Classification

Abstract: Graphs in the real world keep evolving with the integration of new nodes, and it is often infeasible to manually label all the new nodes promptly. In this case, graph learning algorithms can ...
GitHub

DShield: Defending against Backdoor Attacks on Graph Neural Networks via Discrepancy Learning

Graph Neural Networks (GNNs) are vulnerable to backdoor attacks, where triggers inserted into original graphs cause adversary-determined predictions. Backdoor attacks on GNNs, typically focusing on ...