Temporal knowledge graph completion based on time series gaussian embedding C Xu, M Nayyeri, F Alkhoury, H Yazdi, J Lehmann The Semantic Web–ISWC 2020: 19th International Semantic Web Conference …, 2020 | 160* | 2020 |
TeRo: A time-aware knowledge graph embedding via temporal rotation C Xu, M Nayyeri, F Alkhoury, HS Yazdi, J Lehmann COLING 2020, 2020 | 131 | 2020 |
Temporal knowledge graph completion using a linear temporal regularizer and multivector embeddings C Xu, YY Chen, M Nayyeri, J Lehmann Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 87 | 2021 |
Trans4E: Link prediction on scholarly knowledge graphs M Nayyeri, GM Cil, S Vahdati, F Osborne, M Rahman, S Angioni, ... Neurocomputing 461, 530-542, 2021 | 50 | 2021 |
5* knowledge graph embeddings with projective transformations M Nayyeri, S Vahdati, C Aykul, J Lehmann AAAI 2021, 2020 | 36 | 2020 |
Embedding-based recommendations on scholarly knowledge graphs M Nayyeri, S Vahdati, X Zhou, H Shariat Yazdi, J Lehmann The Semantic Web: 17th International Conference, ESWC 2020, Heraklion, Crete …, 2020 | 29 | 2020 |
Ultrahyperbolic Knowledge Graph Embeddings B Xiong, S Zhu, M Nayyeri, C Xu, S Pan, C Zhou, S Staab ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-22, 2022 | 28 | 2022 |
Faithful Embeddings for Knowledge Bases B Xiong, N Potyka, TK Tran, M Nayyeri, S Staab International Semantic Web Conference, 22-38, 2022 | 27 | 2022 |
Logicenn: A neural based knowledge graphs embedding model with logical rules M Nayyeri, C Xu, MM Alam, J Lehmann, HS Yazdi IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (6), 7050-7062, 2021 | 23 | 2021 |
Soft marginal transe for scholarly knowledge graph completion M Nayyeri, S Vahdati, J Lehmann, HS Yazdi arXiv preprint arXiv:1904.12211, 2019 | 21 | 2019 |
Loss-aware pattern inference: A correction on the wrongly claimed limitations of embedding models M Nayyeri, C Xu, Y Yaghoobzadeh, S Vahdati, MM Alam, HS Yazdi, ... Pacific-Asia Conference on Knowledge Discovery and Data Mining, 77-89, 2021 | 20* | 2021 |
Metaresearch recommendations using knowledge graph embeddings V Henk, S Vahdati, M Nayyeri, M Ali, HS Yazdi, J Lehmann The AAAI-19 Workshop on Recommender Systems and Natural Language Processing …, 2019 | 19 | 2019 |
Knowledge graph embeddings in geometric algebras C Xu, M Nayyeri, YY Chen, J Lehmann COLING 2020, 2020 | 18 | 2020 |
Geometric Algebra based Embeddings for Staticand Temporal Knowledge Graph Completion C Xu, M Nayyeri, YY Chen, J Lehmann IEEE Transactions on Knowledge and Data Engineering, 2022 | 17 | 2022 |
Link prediction of weighted triples for knowledge graph completion within the scholarly domain M Nayyeri, GM Cil, S Vahdati, F Osborne, A Kravchenko, S Angioni, ... Ieee Access 9, 116002-116014, 2021 | 16* | 2021 |
Universal approximation by using the correntropy objective function M Nayyeri, HS Yazdi, A Maskooki, M Rouhani IEEE transactions on neural networks and learning systems 29 (9), 4515-4521, 2017 | 16 | 2017 |
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models C Gregucci*, M Nayyeri*, D Hernández, S Staab The Web Conference 2023, 2023 | 13 | 2023 |
Language Model Guided Knowledge Graph Embeddings MM ALAM, MDRALH RONY, M NAYYERI, K MOHIUDDIN, MSTM AKTER, ... IEEE ACCESS, 2022 | 13 | 2022 |
Fantastic knowledge graph embeddings and how to find the right space for them M Nayyeri, C Xu, S Vahdati, N Vassilyeva, E Sallinger, HS Yazdi, ... The Semantic Web–ISWC 2020: 19th International Semantic Web Conference …, 2020 | 13 | 2020 |
Dihedron algebraic embeddings for spatio-temporal knowledge graph completion M Nayyeri, S Vahdati, MT Khan, MM Alam, L Wenige, A Behrend, ... European Semantic Web Conference, 253-269, 2022 | 12 | 2022 |