default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBenedek Rozemberczki
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2021
[j2]Benedek Rozemberczki
, Carl Allen, Rik Sarkar:
Multi-Scale attributed node embedding. J. Complex Networks 9(2) (2021)- [j1]Ed Fincham, Benedek Rózemberczki, Vitomir Kovanovic, Srecko Joksimovic, Jelena Jovanovic, Dragan Gasevic:
Persistence and Performance in Co-Enrollment Network Embeddings: An Empirical Validation of Tinto's Student Integration Model. IEEE Trans. Learn. Technol. 14(1): 106-121 (2021)
Conference and Workshop Papers
- 2023
- [c15]Yixuan He, Xitong Zhang, Junjie Huang, Benedek Rozemberczki, Mihai Cucuringu, Gesine Reinert:
PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs. LoG 2023: 12 - [c14]Tyler Derr, Yao Ma, Benedek Rozemberczki, Neil Shah, Shirui Pan:
The 3rd International Workshop on Machine Learning on Graphs (MLoG). WSDM 2023: 1271-1272 - 2022
- [c13]Benedek Rozemberczki, Anna Gogleva, Sebastian Nilsson, Gavin Edwards, Andriy Nikolov, Eliseo Papa:
MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy. CIKM 2022: 3472-3483 - [c12]Benedek Rozemberczki, Stephen Bonner, Andriy Nikolov, Michaël Ughetto, Sebastian Nilsson, Eliseo Papa:
A Unified View of Relational Deep Learning for Drug Pair Scoring. IJCAI 2022: 5564-5571 - [c11]Benedek Rozemberczki, Lauren Watson, Péter Bayer, Hao-Tsung Yang, Oliver Kiss, Sebastian Nilsson, Rik Sarkar:
The Shapley Value in Machine Learning. IJCAI 2022: 5572-5579 - [c10]Benedek Rozemberczki, Charles Tapley Hoyt, Anna Gogleva, Piotr Grabowski, Klas Karis, Andrej Lamov, Andriy Nikolov, Sebastian Nilsson, Michaël Ughetto, Yu Wang, Tyler Derr, Benjamin M. Gyori:
ChemicalX: A Deep Learning Library for Drug Pair Scoring. KDD 2022: 3819-3828 - 2021
- [c9]Benedek Rozemberczki, Rik Sarkar:
The Shapley Value of Classifiers in Ensemble Games. CIKM 2021: 1558-1567 - [c8]Benedek Rozemberczki, Paul Scherer, Yixuan He, George Panagopoulos, Alexander Riedel, Maria Sinziana Astefanoaei, Oliver Kiss, Ferenc Béres, Guzmán López, Nicolas Collignon, Rik Sarkar:
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models. CIKM 2021: 4564-4573 - [c7]Benedek Rozemberczki, Peter Englert, Amol Kapoor, Martin Blais, Bryan Perozzi:
Pathfinder Discovery Networks for Neural Message Passing. WWW 2021: 2547-2558 - 2020
- [c6]Benedek Rozemberczki, Rik Sarkar:
Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models. CIKM 2020: 1325-1334 - [c5]Benedek Rozemberczki, Oliver Kiss, Rik Sarkar:
Karate Club: An API Oriented Open-Source Python Framework for Unsupervised Learning on Graphs. CIKM 2020: 3125-3132 - [c4]Benedek Rozemberczki, Oliver Kiss, Rik Sarkar:
Little Ball of Fur: A Python Library for Graph Sampling. CIKM 2020: 3133-3140 - [c3]Aleksandar Bojchevski, Johannes Klicpera, Bryan Perozzi, Amol Kapoor, Martin Blais, Benedek Rózemberczki, Michal Lukasik, Stephan Günnemann:
Scaling Graph Neural Networks with Approximate PageRank. KDD 2020: 2464-2473 - 2019
- [c2]Benedek Rozemberczki, Ryan Davies, Rik Sarkar, Charles Sutton:
GEMSEC: graph embedding with self clustering. ASONAM 2019: 65-72 - 2018
- [c1]Abhirup Ghosh, Benedek Rozemberczki, Subramanian Ramamoorthy, Rik Sarkar:
Topological signatures for fast mobility analysis. SIGSPATIAL/GIS 2018: 159-168
Informal and Other Publications
- 2022
- [i22]Benedek Rozemberczki, Charles Tapley Hoyt, Anna Gogleva, Piotr Grabowski, Klas Karis, Andrej Lamov, Andriy Nikolov, Sebastian Nilsson, Michaël Ughetto, Yu Wang, Tyler Derr, Benjamin M. Gyori:
ChemicalX: A Deep Learning Library for Drug Pair Scoring. CoRR abs/2202.05240 (2022) - [i21]Benedek Rozemberczki, Lauren Watson, Péter Bayer, Hao-Tsung Yang, Oliver Kiss, Sebastian Nilsson, Rik Sarkar:
The Shapley Value in Machine Learning. CoRR abs/2202.05594 (2022) - [i20]Lauren Watson, Abhirup Ghosh, Benedek Rozemberczki, Rik Sarkar:
Continual and Sliding Window Release for Private Empirical Risk Minimization. CoRR abs/2203.03594 (2022) - [i19]Anton Tsitsulin, Benedek Rozemberczki, John Palowitch, Bryan Perozzi:
Synthetic Graph Generation to Benchmark Graph Learning. CoRR abs/2204.01376 (2022) - [i18]Benedek Rozemberczki:
TigerLily: Finding drug interactions in silico with the Graph. CoRR abs/2204.08206 (2022) - [i17]David Geleta, Andriy Nikolov, Mark ODonoghue, Benedek Rozemberczki, Anna Gogleva, Valentina A. M. Tamma, Terry R. Payne:
OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes. CoRR abs/2206.02238 (2022) - 2021
- [i16]Benedek Rozemberczki, Rik Sarkar:
The Shapley Value of Classifiers in Ensemble Games. CoRR abs/2101.02153 (2021) - [i15]Benedek Rozemberczki, Rik Sarkar:
Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings. CoRR abs/2101.03091 (2021) - [i14]Benedek Rozemberczki, Paul Scherer, Oliver Kiss, Rik Sarkar, Tamas Ferenci:
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks. CoRR abs/2102.08100 (2021) - [i13]Benedek Rozemberczki, Paul Scherer, Yixuan He, George Panagopoulos, Maria Sinziana Astefanoaei, Oliver Kiss, Ferenc Béres, Nicolas Collignon, Rik Sarkar:
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models. CoRR abs/2104.07788 (2021) - [i12]Benedek Rozemberczki, Anna Gogleva, Sebastian Nilsson, Gavin Edwards, Andriy Nikolov, Eliseo Papa:
MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy. CoRR abs/2110.15087 (2021) - [i11]Benedek Rozemberczki, Stephen Bonner, Andriy Nikolov, Michaël Ughetto, Sebastian Nilsson, Eliseo Papa:
A Unified View of Relational Deep Learning for Drug Pair Scoring. CoRR abs/2111.02916 (2021) - [i10]Gavin Edwards, Sebastian Nilsson, Benedek Rozemberczki, Eliseo Papa:
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs. CoRR abs/2111.10625 (2021) - 2020
- [i9]Benedek Rozemberczki, Rik Sarkar:
Fast Sequence-Based Embedding with Diffusion Graphs. CoRR abs/2001.07463 (2020) - [i8]Benedek Rozemberczki, Oliver Kiss, Rik Sarkar:
An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs. CoRR abs/2003.04819 (2020) - [i7]Benedek Rozemberczki, Rik Sarkar:
Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models. CoRR abs/2005.07959 (2020) - [i6]Benedek Rozemberczki, Oliver Kiss, Rik Sarkar:
Little Ball of Fur: A Python Library for Graph Sampling. CoRR abs/2006.04311 (2020) - [i5]Lauren Watson, Benedek Rozemberczki, Rik Sarkar:
Stability Enhanced Privacy and Applications in Private Stochastic Gradient Descent. CoRR abs/2006.14360 (2020) - [i4]Aleksandar Bojchevski, Johannes Klicpera, Bryan Perozzi, Amol Kapoor, Martin Blais, Benedek Rózemberczki, Michal Lukasik, Stephan Günnemann:
Scaling Graph Neural Networks with Approximate PageRank. CoRR abs/2007.01570 (2020) - [i3]Benedek Rozemberczki, Peter Englert, Amol Kapoor, Martin Blais, Bryan Perozzi:
Pathfinder Discovery Networks for Neural Message Passing. CoRR abs/2010.12878 (2020) - 2019
- [i2]Benedek Rozemberczki, Carl Allen, Rik Sarkar:
Multi-scale Attributed Node Embedding. CoRR abs/1909.13021 (2019) - 2018
- [i1]Benedek Rozemberczki, Ryan Davies, Rik Sarkar, Charles Sutton:
GEMSEC: Graph Embedding with Self Clustering. CoRR abs/1802.03997 (2018)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 21:14 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
