Michael Galkin
Orcid: 0000-0003-3526-0155Affiliations:
- Intel
- Mila, McGill University, Montreal, Canada (former)
- TU Dresden, Germany (former)
- Fraunhofer IAIS, Sankt Augustin, Germany (former)
According to our database1,
Michael Galkin
authored at least 60 papers
between 2013 and 2024.
Collaborative distances:
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Bibliography
2024
One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge Graphs.
CoRR, 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs.
CoRR, 2024
PARSAC: Fast, Human-quality Floorplanning for Modern SoCs with Complex Design Constraints.
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Learning on Graphs Conference, 2022
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract).
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs.
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021
2020
El Departamento de Nosotros: How Machine Translated Corpora Affects Language Models in MRC Tasks.
CoRR, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Departamento de Nosotros: How Machine Translated Corpora Affects Language Models in MRC Tasks.
Proceedings of the Workshop on Hybrid Intelligence for Natural Language Processing Tasks (HI4NLP 2020) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020
2019
Demonstration of a Customizable Representation Model for Graph-Based Visualizations of Ontologies - GizMO.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019
Proceedings of the Database and Expert Systems Applications, 2019
2018
Trans. Large Scale Data Knowl. Centered Syst., 2018
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018
Proceedings of the Semantic Web - ISWC 2018, 2018
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018
2017
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017
Enterprise Knowledge Graphs: A Semantic Approach for Knowledge Management in the Next Generation of Enterprise Information Systems.
Proceedings of the ICEIS 2017, 2017
Proceedings of the 13th International Conference on Semantic Systems, 2017
Proceedings of the Database and Expert Systems Applications, 2017
Proceedings of the Database and Expert Systems Applications, 2017
Proceedings of the New Trends in Databases and Information Systems, 2017
2016
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016
FuhSen: A Federated Hybrid Search Engine for Building a Knowledge Graph On-Demand (Short Paper).
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Conferences, 2016
Proceedings of the Semantic Technology - 6th Joint International Conference, 2016
2015
Proceedings of the Semantic Web - ISWC 2015, 2015
The Simple Web-based Tool for Visualization and Sharing of Semantic Data and Ontologies.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015
Proceedings of the Knowledge Engineering and Semantic Web - 6th International Conference, 2015
2013
Development of the St. Petersburg's linked open data site using Information Workbench.
Proceedings of the 14th Conference of Open Innovations Association FRUCT, 2013