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Picture for Lukas Faber

Should Graph Neural Networks Use Features, Edges, Or Both?


Mar 11, 2021
Lukas Faber, Yifan Lu, Roger Wattenhofer


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Towards Robust Graph Contrastive Learning


Feb 25, 2021
Nikola Jovanović, Zhao Meng, Lukas Faber, Roger Wattenhofer


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Contrastive Graph Neural Network Explanation


Oct 26, 2020
Lukas Faber, Amin K. Moghaddam, Roger Wattenhofer

* ICML 2020 Workshop on Graph Representation Learning and Beyond (GRL+) 

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Medley2K: A Dataset of Medley Transitions


Aug 25, 2020
Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer

* MML 2020 - 13th Int. Workshop on Machine Learning and Music at ECML-PKDD 2020 

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Neural Status Registers


Apr 15, 2020
Lukas Faber, Roger Wattenhofer


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