Benedek Rozemberczki

Orcid: 0000-0002-0751-9222

According to our database1, Benedek Rozemberczki authored at least 28 papers between 2018 and 2023.

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Bibliography

2023
The 3rd International Workshop on Machine Learning on Graphs (MLoG).
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs.
Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

2022
OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes.
CoRR, 2022

TigerLily: Finding drug interactions in silico with the Graph.
CoRR, 2022

Synthetic Graph Generation to Benchmark Graph Learning.
CoRR, 2022

Continual and Sliding Window Release for Private Empirical Risk Minimization.
CoRR, 2022

ChemicalX: A Deep Learning Library for Drug Pair Scoring.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

The Shapley Value in Machine Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Unified View of Relational Deep Learning for Drug Pair Scoring.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Persistence and Performance in Co-Enrollment Network Embeddings: An Empirical Validation of Tinto's Student Integration Model.
IEEE Trans. Learn. Technol., 2021

Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs.
CoRR, 2021

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models.
CoRR, 2021

Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks.
CoRR, 2021

Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings.
CoRR, 2021

Multi-Scale attributed node embedding.
J. Complex Networks, 2021

Pathfinder Discovery Networks for Neural Message Passing.
Proceedings of the WWW '21: The Web Conference 2021, 2021

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

The Shapley Value of Classifiers in Ensemble Games.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Stability Enhanced Privacy and Applications in Private Stochastic Gradient Descent.
CoRR, 2020

An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs.
CoRR, 2020

Fast Sequence-Based Embedding with Diffusion Graphs.
CoRR, 2020

Scaling Graph Neural Networks with Approximate PageRank.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Little Ball of Fur: A Python Library for Graph Sampling.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Karate Club: An API Oriented Open-Source Python Framework for Unsupervised Learning on Graphs.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
GEMSEC: graph embedding with self clustering.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018
Topological signatures for fast mobility analysis.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018


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