2023

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The 3rd International Workshop on Machine Learning on Graphs (MLoG)
Tyler Derr | Yao Ma | Benedek Rozemberczki | Neil Shah | Shirui Pan
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

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MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy
Benedek Rozemberczki | Anna Gogleva | Sebastian Nilsson | Gavin Edwards | Andriy Nikolov | Eliseo Papa
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

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PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models
Benedek Rozemberczki | Paul Scherer | Yixuan He | George Panagopoulos | Alexander Riedel | Maria Sinziana Astefanoaei | Oliver Kiss | Ferenc Béres | Guzmán López | Nicolas Collignon | Rik Sarkar
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
The Shapley Value of Classifiers in Ensemble Games
Benedek Rozemberczki | Rik Sarkar
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Pathfinder Discovery Networks for Neural Message Passing
Benedek Rozemberczki | Peter Englert | Amol Kapoor | Martin Blais | Bryan Perozzi
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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Little Ball of Fur: A Python Library for Graph Sampling
Benedek Rozemberczki | Oliver Kiss | Rik Sarkar
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Karate Club: An API Oriented Open-Source Python Framework for Unsupervised Learning on Graphs
Benedek Rozemberczki | Oliver Kiss | Rik Sarkar
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models
Benedek Rozemberczki | Rik Sarkar
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020