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Benedek Rozemberczki
Benedek Rozemberczki
Senior Research Scientist, Isomorphic Labs
Geverifieerd e-mailadres voor isomorphiclabs.com
Titel
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Jaar
Multi-Scale Attributed Node Embedding
B Rozemberczki, C Allen, R Sarkar
Journal of Complex Networks 9 (2), 2021
9462021
Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models
B Rozemberczki, R Sarkar
Proceedings of the 29th ACM International Conference on Information and …, 2020
3942020
GEMSEC: Graph Embedding with Self-Clustering
B Rozemberczki, R Davies, R Sarkar, C Sutton
Proceedings of the 2019 IEEE/ACM International Conference on Advances in …, 2019
3822019
Scaling Graph Neural Networks with Approximate PageRank
A Bojchevski, J Klicpera, B Perozzi, A Kapoor, M Blais, B Rózemberczki, ...
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
3332020
Karate Club: An API Oriented Open-Source Python Framework for Unsupervised Learning on Graphs
B Rozemberczki, O Kiss, R Sarkar
Proceedings of the 29th ACM International Conference on Information and …, 2020
2572020
The Shapley Value in Machine Learning
B Rozemberczki, L Watson, P Bayer, HT Yang, O Kiss, S Nilsson, ...
Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022
255*2022
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models
B Rozemberczki, P Scherer, Y He, G Panagopoulos, A Riedel, ...
Proceedings of the 30th ACM International Conference on Information and …, 2021
2502021
Fast-Sequence Based Embedding with Diffusion Graphs
B Rozemberczki, R Sarkar
Proceedings of the 9th Conference on Complex Networks CompleNet 2018, 99-107, 2018
842018
Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings
B Rozemberczki, R Sarkar
Workshop on Graph Learning Benchmarks@ TheWebConf 2021, 2021
742021
Little Ball of Fur: A Python Library for Graph Sampling
B Rozemberczki, O Kiss, R Sarkar
Proceedings of the 29th ACM International Conference on Information and …, 2020
502020
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks
B Rozemberczki, P Scherer, O Kiss, R Sarkar, T Ferenci
WWW '21 Graph Learning Benchmarks Workshop, 2021
452021
The Shapley Value of Classifiers in Ensemble Games
B Rozemberczki, R Sarkar
Proceedings of the 30th ACM International Conference on Information and …, 2021
442021
Pathfinder discovery networks for neural message passing
B Rozemberczki, P Englert, A Kapoor, M Blais, B Perozzi
Proceedings of the Web Conference 2021, 2547-2558, 2021
412021
PyTorch Geometric Signed Directed: A Survey and Software on Graph Neural Networks for Signed and Directed Graphs
Y He, X Zhang, J Huang, B Rozemberczki, M Cucuringu, G Reinert
arXiv preprint arXiv:2202.10793, 2022
35*2022
ChemicalX: A Deep Learning Library for Drug Pair Scoring
B Rozemberczki, CT Hoyt, A Gogleva, P Grabowski, K Karis, A Lamov, ...
Proceedings of the 28th ACM SIGKDD International Conference on Knowledge …, 2022
282022
Biological Insights Knowledge Graph: an integrated knowledge graph to support drug development
D Geleta, A Nikolov, G Edwards, A Gogleva, R Jackson, E Jansson, ...
Machine Learning on Graphs Workshop @WSDM 2022, 2021
27*2021
Synthetic Graph Generation to Benchmark Graph Learning
A Tsitsulin, B Rozemberczki, J Palowitch, B Perozzi
Workshop on Graph Learning Benchmarks@ TheWebConf 2021, 2021
232021
Moomin: Deep molecular omics network for anti-cancer drug combination therapy
B Rozemberczki, A Gogleva, S Nilsson, G Edwards, A Nikolov, E Papa
Proceedings of the 31st ACM international conference on information …, 2022
222022
Topological Signatures for Fast Mobility Analysis
A Ghosh, B Rozemberczki, S Ramamoorthy, R Sarkar
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances …, 2018
182018
A Unified View of Relational Deep Learning for Drug Pair Scoring
B Rozemberczki, S Bonner, A Nikolov, M Ughetto, S Nilsson, E Papa
Proceedings of the Thirty-First International Joint Conference on Artificial …, 2021
172021
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Artikelen 1–20