Підписатись
Mikhail Galkin
Mikhail Galkin
Інші іменаMichael Galkin
Research Scientist, Google
Підтверджена електронна адреса в google.com
Назва
Посилання
Посилання
Рік
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
6132022
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
2262022
Attending to graph transformers
L Müller, M Galkin, C Morris, L Rampášek
TMLR, 2024
1722024
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
1702021
Message Passing for Hyper-Relational Knowledge Graphs
M Galkin, P Trivedi, G Maheshwari, R Usbeck, J Lehmann
EMNLP 2020, 2020
1262020
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
1082021
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
912022
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
762022
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
722017
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
662024
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
662015
Position: Graph Foundation Models Are Already Here
H Mao, Z Chen, W Tang, J Zhao, Y Ma, T Zhao, N Shah, M Galkin, J Tang
ICML 2024 (Spotlight), 2024
57*2024
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
532015
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
472017
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
452017
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
43*2022
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
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
402016
Weisfeiler and Leman Go Relational
P Barcelo, M Galkin, C Morris, MR Orth
Learning on Graphs Conference (LoG 2022), 2022
382022
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
382021
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