| Tlogic: Temporal logical rules for explainable link forecasting on temporal knowledge graphs Y Liu, Y Ma, M Hildebrandt, M Joblin, V Tresp Proceedings of the AAAI conference on artificial intelligence 36 (4), 4120-4127, 2022 | 120 | 2022 |
| Scene Graph Reasoning for Visual Question Answering M Hildebrandt*, H Li*, R Koner*, V Tresp, S Günnemann ICML 2020: GRL+, 2020 | 65 | 2020 |
| Neural multi-hop reasoning with logical rules on biomedical knowledge graphs Y Liu, M Hildebrandt, M Joblin, M Ringsquandl, R Raissouni, V Tresp The Semantic Web: 18th International Conference, ESWC 2021, Virtual Event …, 2021 | 56 | 2021 |
| Reasoning on Knowledge Graphs with Debate Dynamics M Hildebrandt*, JAQ Serna*, Y Ma, M Ringsquandl, M Joblin, V Tresp AAAI 2020, 2020 | 55 | 2020 |
| A statistical guide to the design of deep mutational scanning experiments S Matuszewski*, M Hildebrandt*, AH Ghenu, JD Jensen, C Bank Genetics 204 (1), 77-87, 2016 | 50 | 2016 |
| Coalescent processes with skewed offspring distributions and nonequilibrium demography S Matuszewski*, M Hildebrandt*, G Achaz, JD Jensen Genetics 208 (1), 323-338, 2018 | 46 | 2018 |
| Graphhopper: Multi-hop Scene Graph Reasoning for Visual Question Answering R Koner*, H Li*, M Hildebrandt*, D Das, V Tresp, S Günnemann International Semantic Web Conference, 111-127, 2021 | 30 | 2021 |
| A recommender system for complex real-world applications with nonlinear dependencies and knowledge graph context M Hildebrandt, SS Sunder, S Mogoreanu, M Joblin, A Mehta, I Thon, ... The Semantic Web: 16th International Conference, ESWC 2019, Portorož …, 2019 | 29 | 2019 |
| Event-enhanced learning for KG completion M Ringsquandl, E Kharlamov, D Stepanova, M Hildebrandt, S Lamparter, ... The Semantic Web: 15th International Conference, ESWC 2018, Heraklion, Crete …, 2018 | 27* | 2018 |
| Holistic Representations for Memorization and Inference Y Ma, M Hildebrandt, V Tresp, S Baier UAI, 403-413, 2018 | 22 | 2018 |
| Configuration of industrial automation solutions using multi-relational recommender systems M Hildebrandt*, SS Sunder*, S Mogoreanu, I Thon, V Tresp, T Runkler Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 21 | 2018 |
| Power to the relational inductive bias: Graph neural networks in electrical power grids M Ringsquandl, H Sellami, M Hildebrandt, D Beyer, S Henselmeyer, ... Proceedings of the 30th ACM International Conference on Information …, 2021 | 19 | 2021 |
| Task-driven knowledge graph filtering improves prioritizing drugs for repurposing F Ratajczak, M Joblin, M Ringsquandl, M Hildebrandt BMC bioinformatics 23 (1), 84, 2022 | 16 | 2022 |
| Interpreting the pervasive observation of U-shaped Site Frequency Spectra F Freund, E Kerdoncuff, S Matuszewski, M Lapierre, M Hildebrandt, ... PLoS genetics 19 (3), e1010677, 2023 | 14 | 2023 |
| CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations Z Liu, Y Ma, M Hildebrandt, Y Ouyang, Z Xiong Knowledge and Information Systems 64 (8), 2239-2265, 2022 | 8 | 2022 |
| On calibration of graph neural networks for node classification T Liu, Y Liu, M Hildebrandt, M Joblin, H Li, V Tresp 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 8 | 2022 |
| Learning through structure: towards deep neuromorphic knowledge graph embeddings VC Chian*, M Hildebrandt*, T Runkler, D Dold* 2021 International Conference on Neuromorphic Computing (ICNC), 61-70, 2021 | 7 | 2021 |
| A knowledge graph perspective on supply chain resilience Y Liu, B He, M Hildebrandt, M Buchner, D Inzko, R Wernert, E Weigel, ... arXiv preprint arXiv:2305.08506, 2023 | 6 | 2023 |
| Speos: an ensemble graph representation learning framework to predict core gene candidates for complex diseases F Ratajczak, M Joblin, M Hildebrandt, M Ringsquandl, P Falter-Braun, ... Nature Communications 14 (1), 7206, 2023 | 5 | 2023 |
| Neuro-symbolic computing with spiking neural networks D Dold, J Soler Garrido, V Caceres Chian, M Hildebrandt, T Runkler Proceedings of the International Conference on Neuromorphic Systems 2022, 1-4, 2022 | 5 | 2022 |
Mitchell JoblinAmazon / Saarland UniversityVerified email at amazon.com
