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
150 * 2020 TeRo: A time-aware knowledge graph embedding via temporal rotation C Xu, M Nayyeri, F Alkhoury, HS Yazdi, J Lehmann
COLING 2020, 2020
120 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
79 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
48 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 Faithful Embeddings for B Xiong, N Potyka, TK Tran, M Nayyeri, S Staab
International Semantic Web Conference, 22-38, 2022
24 2022 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
22 2022 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 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
19 2021 Soft marginal transe for scholarly knowledge graph completion M Nayyeri, S Vahdati, J Lehmann, HS Yazdi
arXiv preprint arXiv:1904.12211, 2019
19 * 2019 Knowledge graph embeddings in geometric algebras C Xu, M Nayyeri, YY Chen, J Lehmann
COLING 2020, 2020
17 2020 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
17 2019 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 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 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
11 2022 Language Model Guided Knowledge Graph Embeddings MM ALAM, MDRALH RONY, M NAYYERI, K MOHIUDDIN, MSTM AKTER, ...
IEEE ACCESS, 2022
11 2022 Knowledge graph representation learning using ordinary differential equations M Nayyeri, C Xu, F Hoffmann, MM Alam, J Lehmann, S Vahdati
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
11 2021 