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Mikhail Galkin

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Long Range Graph Benchmark

Jun 16, 2022
Vijay Prakash Dwivedi, Ladislav Rampášek, Mikhail Galkin, Ali Parviz, Guy Wolf, Anh Tuan Luu, Dominique Beaini

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Recipe for a General, Powerful, Scalable Graph Transformer

May 25, 2022
Ladislav Rampášek, Mikhail Galkin, Vijay Prakash Dwivedi, Anh Tuan Luu, Guy Wolf, Dominique Beaini

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Neural-Symbolic Models for Logical Queries on Knowledge Graphs

May 16, 2022
Zhaocheng Zhu, Mikhail Galkin, Zuobai Zhang, Jian Tang

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An Open Challenge for Inductive Link Prediction on Knowledge Graphs

Mar 03, 2022
Mikhail Galkin, Max Berrendorf, Charles Tapley Hoyt

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Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application

Aug 21, 2021
Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Andrey Golanov, Mikhail Belyaev

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Improving Inductive Link Prediction Using Hyper-Relational Facts

Jul 10, 2021
Mehdi Ali, Max Berrendorf, Mikhail Galkin, Veronika Thost, Tengfei Ma, Volker Tresp, Jens Lehmann

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NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs

Jun 23, 2021
Mikhail Galkin, Jiapeng Wu, Etienne Denis, William L. Hamilton

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Query Embedding on Hyper-relational Knowledge Graphs

Jun 17, 2021
Dimitrios Alivanistos, Max Berrendorf, Michael Cochez, Mikhail Galkin

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Message Passing for Hyper-Relational Knowledge Graphs

Sep 22, 2020
Mikhail Galkin, Priyansh Trivedi, Gaurav Maheshwari, Ricardo Usbeck, Jens Lehmann

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El Departamento de Nosotros: How Machine Translated Corpora Affects Language Models in MRC Tasks

Jul 03, 2020
Maria Khvalchik, Mikhail Galkin

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