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08/15/2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification
Recently, Zero-Shot Node Classification (ZNC) has been an emerging and c...
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05/01/2023
Deep Graph Representation Learning and Optimization for Influence Maximization
Influence maximization (IM) is formulated as selecting a set of initial ...
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12/07/2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning
As the societal impact of Deep Neural Networks (DNNs) grows, the goals f...
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11/19/2022
DeepGAR: Deep Graph Learning for Analogical Reasoning
Analogical reasoning is the process of discovering and mapping correspon...
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06/24/2022
Source Localization of Graph Diffusion via Variational Autoencoders for Graph Inverse Problems
Graph diffusion problems such as the propagation of rumors, computer vir...
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06/18/2022