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Mikhail Galkin
Mikhail Galkin
Intel AI Lab
Подтвержден адрес электронной почты в домене intel.com
Название
Процитировано
Процитировано
Год
Recipe for a General, Powerful, Scalable Graph Transformer
L Rampášek, M Galkin, VP Dwivedi, AT Luu, G Wolf, D Beaini
Neural Information Processing Systems (NeurIPS 2022), 2022
5172022
Long range graph benchmark
VP Dwivedi, L Rampášek, M Galkin, A Parviz, G Wolf, AT Luu, D Beaini
Neural Information Processing Systems (NeurIPS 2022) Datasets & Benchmarking …, 2022
2012022
Bringing light into the dark: A large-scale evaluation of knowledge graph embedding models under a unified framework
M Ali, M Berrendorf, CT Hoyt, L Vermue, M Galkin, S Sharifzadeh, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), 8825 …, 2021
1542021
Message Passing for Hyper-Relational Knowledge Graphs
M Galkin, P Trivedi, G Maheshwari, R Usbeck, J Lehmann
EMNLP 2020, 2020
1252020
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs
M Galkin, E Denis, J Wu, WL Hamilton
International Conference on Learning Representations, ICLR 2022, 2021
1032021
Attending to graph transformers
L Müller, M Galkin, C Morris, L Rampášek
TMLR, 2024
912024
Neural-Symbolic Models for Logical Queries on Knowledge Graphs
Z Zhu, M Galkin, Z Zhang, J Tang
International Conference on Machine Learning, ICML 2022, 2022
812022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey
P Schneider, T Schopf, J Vladika, M Galkin, E Simperl, F Matthes
AACL-IJCNLP 2022, 2022
712022
Enterprise knowledge graphs: A semantic approach for knowledge management in the next generation of enterprise information systems
M Galkin, S Auer, ME Vidal, S Scerri
International Conference on Enterprise Information Systems 2, 88-98, 2017
622017
The Simple Web-based Tool for Visualization and Sharing of Semantic Data and Ontologies.
D Mouromtsev, DS Pavlov, Y Emelyanov, AV Morozov, DS Razdyakonov, ...
ISWC (Posters & Demos), 2015
612015
LinkDaViz–automatic binding of linked data to visualizations
K Thellmann, M Galkin, F Orlandi, S Auer
The Semantic Web-ISWC 2015: 14th International Semantic Web Conference …, 2015
522015
Towards Foundation Models for Knowledge Graph Reasoning
M Galkin, X Yuan, H Mostafa, J Tang, Z Zhu
International Conference on Learning Representations (ICLR 2024), 2024
462024
MINTE: semantically integrating RDF graphs
D Collarana, M Galkin, I Traverso-Ribón, ME Vidal, C Lange, S Auer
Proceedings of the 7th International Conference on Web Intelligence, Mining …, 2017
462017
Semantic data integration for knowledge graph construction at query time
D Collarana, M Galkin, I Traverso-Ribón, C Lange, ME Vidal, S Auer
2017 IEEE 11th International Conference on Semantic Computing (ICSC), 109-116, 2017
442017
MULDER: querying the linked data web by bridging RDF molecule templates
KM Endris, M Galkin, I Lytra, MN Mami, ME Vidal, S Auer
Database and Expert Systems Applications: 28th International Conference …, 2017
412017
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs
Z Zhu, X Yuan, M Galkin, LP Xhonneux, M Zhang, M Gazeau, J Tang
NeurIPS 2023, 2022
37*2022
Enterprise knowledge graphs: a backbone of linked enterprise data
M Galkin, S Auer, S Scerri
2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 497-502, 2016
372016
Weisfeiler and Leman Go Relational
P Barcelo, M Galkin, C Morris, MR Orth
Learning on Graphs Conference (LoG 2022), 2022
352022
Improving inductive link prediction using hyper-relational facts
M Ali, M Berrendorf, M Galkin, V Thost, T Ma, V Tresp, J Lehmann
The Semantic Web–ISWC 2021: 20th International Semantic Web Conference, ISWC …, 2021
352021
Neural graph reasoning: Complex logical query answering meets graph databases
H Ren, M Galkin, M Cochez, Z Zhu, J Leskovec
Transactions on Machine Learning Research (TMLR), 2024
322024
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