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Poster
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Tue 8:45
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TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery
Jialin Chen · Rex Ying
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Poster
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Thu 8:45
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Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks
Jun Yin · Chaozhuo Li · Hao Yan · Jianxun Lian · Senzhang Wang
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Poster
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Tue 15:15
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V-InFoR: A Robust Graph Neural Networks Explainer for Structurally Corrupted Graphs
Senzhang Wang · Jun Yin · Chaozhuo Li · Xing Xie · Jianxin Wang
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Affinity Workshop
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Explainable Identification of Hate Speech towards Islam using Graph Neural Networks
Azmine Toushik Wasi
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Workshop
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Everybody Needs a Little HELP: Explaining Graphs via Hierarchical Concepts
Jonas Jürß · Lucie Charlotte Magister · Pietro Barbiero · Pietro Lió · Nikola Simidjievski
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Affinity Workshop
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Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
Adriana Carolina Gonzalez Cavazos
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Workshop
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Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
Adriana Carolina Gonzalez Cavazos
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Workshop
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Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
Adriana Carolina Gonzalez Cavazos
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Workshop
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Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
Adriana Carolina Gonzalez Cavazos
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Affinity Workshop
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Mon 8:00
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Oral Presentation #3 Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
Adriana Carolina Gonzalez Cavazos
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Poster
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Thu 15:00
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[Re] On Explainability of Graph Neural Networks via Subgraph Explorations
Yannik Mahlau · Lukas Berg · Leonie Kayser
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Workshop
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PowerGraph: A power grid benchmark dataset for graph neural networks
Anna Varbella · Kenza Amara · Blazhe Gjorgiev · Giovanni Sansavini
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