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Detecting Anomalous Event Sequences with Temporal Point Processes


Jun 08, 2021
Oleksandr Shchur, Ali Caner T├╝rkmen, Tim Januschowski, Jan Gasthaus, Stephan G├╝nnemann


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Neural Temporal Point Processes: A Review


Apr 27, 2021
Oleksandr Shchur, Ali Caner T├╝rkmen, Tim Januschowski, Stephan G├╝nnemann

* International Joint Conference on Artificial Intelligence (IJCAI) 2021 

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Fast and Flexible Temporal Point Processes with Triangular Maps


Jun 22, 2020
Oleksandr Shchur, Nicholas Gao, Marin Biloš, Stephan Günnemann


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Overlapping Community Detection with Graph Neural Networks


Sep 26, 2019
Oleksandr Shchur, Stephan G├╝nnemann

* The First International Workshop on Deep Learning on Graphs (In Conjunction with the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining) https://dlg2019.bitbucket.io/ 

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Intensity-Free Learning of Temporal Point Processes


Sep 26, 2019
Oleksandr Shchur, Marin Biloš, Stephan Günnemann


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Pitfalls of Graph Neural Network Evaluation


Nov 14, 2018
Oleksandr Shchur, Maximilian Mumme, Aleksandar Bojchevski, Stephan G├╝nnemann


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Dual-Primal Graph Convolutional Networks


Jun 03, 2018
Federico Monti, Oleksandr Shchur, Aleksandar Bojchevski, Or Litany, Stephan G├╝nnemann, Michael M. Bronstein


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NetGAN: Generating Graphs via Random Walks


Jun 01, 2018
Aleksandar Bojchevski, Oleksandr Shchur, Daniel Z├╝gner, Stephan G├╝nnemann

* ICML 2018 

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Introduction to Tensor Decompositions and their Applications in Machine Learning


Nov 29, 2017
Stephan Rabanser, Oleksandr Shchur, Stephan G├╝nnemann

* 13 pages, 12 figures 

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