Benedek Rozemberczki
Benedek Rozemberczki
Machine Learning Engineer, AstraZeneca
Verified email at astrazeneca.com - Homepage
Title
Cited by
Cited by
Year
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
1352019
Multi-Scale Attributed Node Embedding
B Rozemberczki, C Allen, R Sarkar
Journal of Complex Networks 9 (2), 2021
982021
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
432020
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
39*2020
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
322020
Fast-Sequence Based Embedding with Diffusion Graphs
B Rozemberczki, R Sarkar
Proceedings of the 9th Conference on Complex Networks CompleNet 2018, 99-107, 2018
302018
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
82020
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
72018
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
32021
The Shapley Value of Classifiers in Ensemble Games
B Rozemberczki, R Sarkar
arXiv preprint arXiv:2101.02153, 2021
32021
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models
B Rozemberczki, P Scherer, Y He, G Panagopoulos, M Astefanoaei, ...
arXiv preprint arXiv:2104.07788, 2021
22021
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
12021
Persistence and Performance in Co-Enrollment Network Embeddings: An Empirical Validation of Tinto's Student Integration Model
E Fincham, B Rózemberczki, V Kovanović, S Joksimović, J Jovanović, ...
IEEE Transactions on Learning Technologies 14 (1), 106-121, 2021
1*2021
Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings
R Sarkar, B Rózemberczki
Workshop on Graph Learning Benchmarks@ TheWebConf 2021, 2021
2021
Synthetic Graph Generation to Benchmark Graph Learning
A Tsitsulin, B Rozemberczki, J Palowitch, B Perozzi
2021
Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings
B Rozemberczki, R Sarkar
WWW '21 Graph Learning Benchmarks Workshop, 2021
2021
Stability Enhanced Privacy and Applications in Private Stochastic Gradient Descent
L Watson, B Rozemberczki, R Sarkar
arXiv preprint arXiv:2006.14360, 2020
2020
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