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GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks


Jul 25, 2021
Lucie Charlotte Magister, Dmitry Kazhdan, Vikash Singh, Pietro Liò

* Accepted as 3rd ICML Workshop on Human in the Loop Learning, 2021 

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Graph Representation Learning on Tissue-Specific Multi-Omics


Jul 25, 2021
Amine Amor, Pietro Lio', Vikash Singh, Ramon Viñas Torné, Helena Andres Terre

* This paper was accepted at the 2021 ICML Workshop on Computational Biology 

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Quantum Graph Neural Networks


Sep 26, 2019
Guillaume Verdon, Trevor McCourt, Enxhell Luzhnica, Vikash Singh, Stefan Leichenauer, Jack Hidary

* 8 pages 

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Towards Probabilistic Generative Models Harnessing Graph Neural Networks for Disease-Gene Prediction


Jul 12, 2019
Vikash Singh, Pietro Lio'

* Workshop on Computational Biology (WCB) at ICML 2019 

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