Mojtaba Nayyeri

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 62

Top Topics

Temporal Knowledge

Link Prediction

Graph Embedding

Top Venues

Publications

Mehdi Azarafza, Mojtaba Nayyeri, Charles Steinmetz, Steffen Staab, Achim Rettberg
Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving. CoRR (2024)
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. AAAI (2024)
Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces. AAAI (2024)
Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Evgeny Kharlamov, Steffen Staab
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings. CoRR (2024)
Mojtaba Nayyeri, Modjtaba Rouhani, Hadi Sadoghi Yazdi, Marko M. Mäkelä, Alaleh Maskooki, Yury Nikulin
Correntropy-Based Constructive One Hidden Layer Neural Network. Algorithms 17 (1) (2024)
Yunjie He, Daniel Hernández, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab
Ontologies via Knowledge Graph Query Embedding Learning. CoRR (2024)
Cosimo Gregucci, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models. WWW (2023)
Mojtaba Nayyeri, Chengjin Xu, Mirza Mohtashim Alam, Jens Lehmann, Hamed Shariat Yazdi
LogicENN: A Neural Based Knowledge Graphs Embedding Model With Logical Rules. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Bo Xiong, Mojtaba Nayyeri, Ming Jin, Yunjie He, Michael Cochez, Shirui Pan, Steffen Staab
Geometric Relational Embeddings: A Survey. CoRR (2023)
Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces. CoRR (2023)
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. CoRR (2023)
Yunjie He, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab
Can Pattern Learning Enhance Complex Logical Query Answering? ISWC (Posters/Demos/Industry) (2023)
Yunjie He, Mojtaba Nayyeri, Bo Xiong, Evgeny Kharlamov, Steffen Staab
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs. CoRR (2023)
Mojtaba Nayyeri, Zihao Wang, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Md. Rashad Al Hasan Rony, Jens Lehmann, Steffen Staab
Integrating Knowledge Graph Embeddings and Pre-trained Language Models in Hypercomplex Spaces. ISWC (2023)
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
Geometric Algebra Based Embeddings for Static and Temporal Knowledge Graph Completion. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Bo Xiong, Mojtaba Nayyeri, Daniel Daza, Michael Cochez
Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings. CIKM (2023)
Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
Shrinking Embeddings for Hyper-Relational Knowledge Graphs. ACL (1) (2023)
Mojtaba Nayyeri, Bo Xiong, Majid Mohammadi, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Jens Lehmann, Steffen Staab
Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories. ACL (Findings) (2023)
Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab, Evgeny Kharlamov
Towards Statistical Reasoning with Ontology Embeddings. ISWC (Posters/Demos/Industry) (2023)
Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
Shrinking Embeddings for Hyper-Relational Knowledge Graphs. CoRR (2023)
Cosimo Gregucci, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models. CoRR (2023)
Mirza Mohtashim Alam, Md. Rashad Al Hasan Rony, Mojtaba Nayyeri, Karishma Mohiuddin, M. S. T. Mahfuja Akter, Sahar Vahdati, Jens Lehmann
Language Model Guided Knowledge Graph Embeddings. IEEE Access 10 (2022)
Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
Knowledge Bases. ISWC (2022)
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
Ultrahyperbolic Knowledge Graph Embeddings. KDD (2022)
Mojtaba Nayyeri, Zihao Wang, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Md. Rashad Al Hasan Rony, Jens Lehmann, Steffen Staab
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces. CoRR (2022)
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion. CoRR (2022)
Adriano Vlad, Sahar Vahdati, Mojtaba Nayyeri, Luigi Bellomarini, Emanuel Sallinger
Towards Hybrid Logic-based and Embedding-based Reasoning on Financial Knowledge Graphs. EDBT/ICDT Workshops (2022)
Bo Xiong, Michael Cochez, Mojtaba Nayyeri, Steffen Staab
Hyperbolic Embedding Inference for Structured Multi-Label Prediction. NeurIPS (2022)
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
Ultrahyperbolic Knowledge Graph Embeddings. CoRR (2022)
Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
Box Embeddings for the Description Logic EL++. CoRR (2022)
Mojtaba Nayyeri, Sahar Vahdati, Md Tansen Khan, Mirza Mohtashim Alam, Lisa Wenige, Andreas Behrend, Jens Lehmann
Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion. ESWC (2022)
Mojtaba Nayyeri, Chengjin Xu, Franca Hoffmann, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati
Knowledge Graph Representation Learning using Ordinary Differential Equations. EMNLP (1) (2021)
Mojtaba Nayyeri, Gökce Müge Cil, Sahar Vahdati, Francesco Osborne, Andrey Kravchenko, Simone Angioni, Angelo A. Salatino, Diego Reforgiato Recupero, Enrico Motta, Jens Lehmann
Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain. IEEE Access 9 (2021)
Chengjin Xu, Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings. IJCNN (2021)
Mojtaba Nayyeri, Sahar Vahdati, Can Aykul, Jens Lehmann
5* Knowledge Graph Embeddings with Projective Transformations. AAAI (2021)
Mojtaba Nayyeri, Gökce Müge Cil, Sahar Vahdati, Francesco Osborne, Mahfuzur Rahman, Simone Angioni, Angelo A. Salatino, Diego Reforgiato Recupero, Nadezhda Vassilyeva, Enrico Motta, Jens Lehmann
Trans4E: Link Prediction on Scholarly Knowledge Graphs. CoRR (2021)
Mojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Sahar Vahdati, Mirza Mohtashim Alam, Hamed Shariat Yazdi, Jens Lehmann
Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models. PAKDD (3) (2021)
Chengjin Xu, Yung-Yu Chen, Mojtaba Nayyeri, Jens Lehmann
Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings. NAACL-HLT (2021)
Chengjin Xu, Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann
Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings. CoRR (2021)
Arthur Lackner, Said Fathalla, Mojtaba Nayyeri, Andreas Behrend, Rainer Manthey, Sören Auer, Jens Lehmann, Sahar Vahdati
Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade. Scientometrics 126 (9) (2021)
Mojtaba Nayyeri, Gökce Müge Cil, Sahar Vahdati, Francesco Osborne, Mahfuzur Rahman, Simone Angioni, Angelo A. Salatino, Diego Reforgiato Recupero, Nadezhda Vassilyeva, Enrico Motta, Jens Lehmann
Trans4E: Link prediction on scholarly knowledge graphs. Neurocomputing 461 (2021)
Mojtaba Nayyeri, Sahar Vahdati, Emanuel Sallinger, Mirza Mohtashim Alam, Hamed Shariat Yazdi, Jens Lehmann
Pattern-Aware and Noise-Resilient Embedding Models. ECIR (1) (2021)
Mojtaba Nayyeri, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati
3D Learning and Reasoning in Link Prediction Over Knowledge Graphs. IEEE Access 8 (2020)
Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Reza Izanloo, Hamed Shariat Yazdi, Jens Lehmann
for Knowledge Graph Embeddings via a Correntropy Objective Function. IJCNN (2020)
Mojtaba Nayyeri, Sahar Vahdati, Can Aykul, Jens Lehmann
5* Knowledge Graph Embeddings with Projective Transformations. CoRR (2020)
Mirza Mohtashim Alam, Mojtaba Nayyeri, Chengjin Xu, Md. Rashad Al Hasan Rony, Hamed Shariat Yazdi, Afshin Sadeghi, Jens Lehmann
The Effect of Rule Injectionin a Leakage Free Dataset. KR4L@ECAI (2020)
Mojtaba Nayyeri, Sahar Vahdati, Xiaotian Zhou, Hamed Shariat Yazdi, Jens Lehmann
Embedding-Based Recommendations on Scholarly Knowledge Graphs. ESWC (2020)
Mojtaba Nayyeri, Chengjin Xu, Jens Lehmann, Sahar Vahdati
Motif Learning in Knowledge Graphs Using Trajectories Of Differential Equations. CoRR (2020)
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
Knowledge Graph Embeddings in Geometric Algebras. COLING (2020)
Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann
TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation. COLING (2020)
Chengjin Xu, Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann
Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph Embeddings. KR4L@ECAI (2020)
Mojtaba Nayyeri, Chengjin Xu, Sahar Vahdati, Nadezhda Vassilyeva, Emanuel Sallinger, Hamed Shariat Yazdi, Jens Lehmann
Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them. ISWC (1) (2020)
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
Knowledge Graph Embeddings in Geometric Algebras. CoRR (2020)
Chenjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann
Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding. ISWC (1) (2020)
Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann
TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation. CoRR (2020)
Mojtaba Nayyeri, Chengjin Xu, Jens Lehmann, Hamed Shariat Yazdi
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules. CoRR (2019)
Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann, Hamed Shariat Yazdi
Soft Marginal TransE for Scholarly Knowledge Graph Completion. CoRR (2019)
Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Jens Lehmann, Hamed Shariat Yazdi
Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition. CoRR (2019)
Mojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Hamed Shariat Yazdi, Jens Lehmann
On the Knowledge Graph Completion Using Translation Based Embedding: The Loss Is as Important as the Score. CoRR (2019)
Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Hamed Shariat Yazdi, Jens Lehmann
Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function. CoRR (2019)
Mojtaba Nayyeri, Hadi Sadoghi Yazdi, Alaleh Maskooki, Modjtaba Rouhani
Universal Approximation by Using the Correntropy Objective Function. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Mojtaba Nayyeri, Alaleh Maskooki, Reza Monsefi
A New Sparse Learning Machine. Neural Process. Lett. 46 (1) (2017)