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Benedek Rozemberczki
Benedek Rozemberczki
Research Scientist, Isomorphic Labs
Verified email at isomorphiclabs.com
Title
Cited by
Cited by
Year
Multi-Scale Attributed Node Embedding
B Rozemberczki, C Allen, R Sarkar
Journal of Complex Networks 9 (2), 2021
3012021
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
2312019
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
1252020
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
1192020
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
92*2020
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
512021
Fast-Sequence Based Embedding with Diffusion Graphs
B Rozemberczki, R Sarkar
Proceedings of the 9th Conference on Complex Networks CompleNet 2018, 99-107, 2018
512018
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
222020
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
172022
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
142021
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
132021
The Shapley Value of Classifiers in Ensemble Games
B Rozemberczki, R Sarkar
Proceedings of the 30th ACM International Conference on Information and …, 2021
102021
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
10*2021
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
102018
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
72021
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
6*2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs
G Edwards, S Nilsson, B Rozemberczki, E Papa
Machine Learning on Graphs Workshop @WSDM 2022, 2022
52022
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
5*2021
Synthetic Graph Generation to Benchmark Graph Learning
A Tsitsulin, B Rozemberczki, J Palowitch, B Perozzi
Workshop on Graph Learning Benchmarks@ TheWebConf 2021, 2021
52021
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
42022
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