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Frederik Wenkel

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Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets

Oct 18, 2023
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, Callum McLean, Frederik Wenkel, Luis Müller, Jama Hussein Mohamud, Ali Parviz, Michael Craig, Michał Koziarski, Jiarui Lu, Zhaocheng Zhu, Cristian Gabellini, Kerstin Klaser, Josef Dean, Cas Wognum, Maciej Sypetkowski, Guillaume Rabusseau, Reihaneh Rabbany, Jian Tang, Christopher Morris, Ioannis Koutis, Mirco Ravanelli, Guy Wolf, Prudencio Tossou, Hadrien Mary, Therence Bois, Andrew Fitzgibbon, Błażej Banaszewski, Chad Martin, Dominic Masters

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Inferring dynamic regulatory interaction graphs from time series data with perturbations

Jun 13, 2023
Dhananjay Bhaskar, Sumner Magruder, Edward De Brouwer, Aarthi Venkat, Frederik Wenkel, Guy Wolf, Smita Krishnaswamy

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Learnable Filters for Geometric Scattering Modules

Aug 15, 2022
Alexander Tong, Frederik Wenkel, Dhananjay Bhaskar, Kincaid Macdonald, Jackson Grady, Michael Perlmutter, Smita Krishnaswamy, Guy Wolf

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Taxonomy of Benchmarks in Graph Representation Learning

Jun 15, 2022
Renming Liu, Semih Cantürk, Frederik Wenkel, Dylan Sandfelder, Devin Kreuzer, Anna Little, Sarah McGuire, Leslie O'Bray, Michael Perlmutter, Bastian Rieck, Matthew Hirn, Guy Wolf, Ladislav Rampášek

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Can Hybrid Geometric Scattering Networks Help Solve the Maximal Clique Problem?

Jun 03, 2022
Yimeng Min, Frederik Wenkel, Michael Perlmutter, Guy Wolf

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Overcoming Oversmoothness in Graph Convolutional Networks via Hybrid Scattering Networks

Jan 22, 2022
Frederik Wenkel, Yimeng Min, Matthew Hirn, Michael Perlmutter, Guy Wolf

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Towards a Taxonomy of Graph Learning Datasets

Oct 27, 2021
Renming Liu, Semih Cantürk, Frederik Wenkel, Dylan Sandfelder, Devin Kreuzer, Anna Little, Sarah McGuire, Leslie O'Bray, Michael Perlmutter, Bastian Rieck, Matthew Hirn, Guy Wolf, Ladislav Rampášek

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Geometric Scattering Attention Networks

Oct 28, 2020
Yimeng Min, Frederik Wenkel, Guy Wolf

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