Mojtaba Nayyeri

75 papers A* 7A 3B 6Misc 2Journal 41Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning. ECAI Osama Mohammed, Jiaxin Pan, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
2025	J	`jnl`	Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning. CoRR Osama Mohammed, Jiaxin Pan, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
2025	J	`jnl`	Geometric Structural Knowledge Graph Foundation Model. CoRR Ling Xin, Mojtaba Nayyeri, Zahra Makki Nayeri, Steffen Staab
2025	J	`jnl`	Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic Reasoning. CoRR Mehdi Azarafza, Mojtaba Nayyeri, Faezeh Pasandideh, Steffen Staab, Achim Rettberg
2025	J	`jnl`	Retrieval-Augmented Generation of Ontologies from Relational Databases. CoRR Mojtaba Nayyeri, Athish A Yogi, Nadeen Fathallah, Ratan Bahadur Thapa, Hans-Michael Tautenhahn, Anton Schnurpel, Steffen Staab
2025	A*	`conf`	SEMMA: A Semantic Aware Knowledge Graph Foundation Model. EMNLP Arvindh Arun, Sumit Kumar, Mojtaba Nayyeri, Bo Xiong, Ponnurangam Kumaraguru, Antonio Vergari, Steffen Staab
2025	J	`jnl`	SEMMA: A Semantic Aware Knowledge Graph Foundation Model. CoRR Arvindh Arun, Sumit Kumar, Mojtaba Nayyeri, Bo Xiong, Ponnurangam Kumaraguru, Antonio Vergari, Steffen Staab
2025	J	`jnl`	Towards Foundation Model on Temporal Knowledge Graph Reasoning. CoRR Jiaxin Pan, Mojtaba Nayyeri, Osama Mohammed, Daniel Hernández, Rongchuan Zhang, Cheng Cheng, Steffen Staab
2024	J	`jnl`	Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings. CoRR Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Evgeny Kharlamov, Steffen Staab
2024	J	`jnl`	Correntropy-Based Constructive One Hidden Layer Neural Network. Algorithms Mojtaba Nayyeri, Modjtaba Rouhani, Hadi Sadoghi Yazdi, Marko M. Mäkelä, Alaleh Maskooki, Yury Nikulin
2024	J	`jnl`	Expanding Expressivity in Transformer Models with MöbiusAttention. CoRR Anna-Maria Halacheva, Mojtaba Nayyeri, Steffen Staab
2024	A	`conf`	Generating SROI ECAI Yunjie He, Daniel Hernández, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab
2024	J	`jnl`	Generating SROI CoRR Yunjie He, Daniel Hernández, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab
2024	A*	`conf`	HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces. AAAI Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab
2024	—	`conf`	Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving. ICCMA Mehdi Azarafza, Mojtaba Nayyeri, Charles Steinmetz, Steffen Staab, Achim Rettberg
2024	J	`jnl`	Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving. CoRR Mehdi Azarafza, Mojtaba Nayyeri, Charles Steinmetz, Steffen Staab, Achim Rettberg
2024	A*	`conf`	NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. AAAI Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
2024	—	`conf`	Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction. EMNLP (Findings) Yuqicheng Zhu, Nico Potyka, Mojtaba Nayyeri, Bo Xiong, Yunjie He, Evgeny Kharlamov, Steffen Staab
2024	J	`jnl`	Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction. CoRR Yuqicheng Zhu, Nico Potyka, Mojtaba Nayyeri, Bo Xiong, Yunjie He, Evgeny Kharlamov, Steffen Staab
2023	—	`conf`	Can Pattern Learning Enhance Complex Logical Query Answering? ISWC (Posters/Demos/Industry) Yunjie He, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab
2023	J	`jnl`	Geometric Algebra Based Embeddings for Static and Temporal Knowledge Graph Completion. IEEE Trans. Knowl. Data Eng. Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
2023	J	`jnl`	Geometric Relational Embeddings: A Survey. CoRR Bo Xiong, Mojtaba Nayyeri, Ming Jin, Yunjie He, Michael Cochez, Shirui Pan, Steffen Staab
2023	J	`jnl`	HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces. CoRR Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab
2023	Misc	`conf`	Integrating Knowledge Graph Embeddings and Pre-trained Language Models in Hypercomplex Spaces. ISWC Mojtaba Nayyeri, Zihao Wang, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Md. Rashad Al Hasan Rony, Jens Lehmann, Steffen Staab
2023	—	`conf`	Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories. ACL (Findings) Mojtaba Nayyeri, Bo Xiong, Majid Mohammadi, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Jens Lehmann, Steffen Staab
2023	A*	`conf`	Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models. WWW Cosimo Gregucci, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
2023	J	`jnl`	Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models. CoRR Cosimo Gregucci, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
2023	J	`jnl`	LogicENN: A Neural Based Knowledge Graphs Embedding Model With Logical Rules. IEEE Trans. Pattern Anal. Mach. Intell. Mojtaba Nayyeri, Chengjin Xu, Mirza Mohtashim Alam, Jens Lehmann, Hamed Shariat Yazdi
2023	J	`jnl`	Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs. CoRR Yunjie He, Mojtaba Nayyeri, Bo Xiong, Evgeny Kharlamov, Steffen Staab
2023	J	`jnl`	NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. CoRR Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
2023	A	`conf`	Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings. CIKM Bo Xiong, Mojtaba Nayyeri, Daniel Daza, Michael Cochez
2023	—	`conf`	Shrinking Embeddings for Hyper-Relational Knowledge Graphs. ACL (1) Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
2023	J	`jnl`	Shrinking Embeddings for Hyper-Relational Knowledge Graphs. CoRR Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
2023	—	`conf`	Towards Statistical Reasoning with Ontology Embeddings. ISWC (Posters/Demos/Industry) Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab, Evgeny Kharlamov
2022	J	`jnl`	Box Embeddings for the Description Logic EL++. CoRR Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
2022	B	`conf`	Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion. ESWC Mojtaba Nayyeri, Sahar Vahdati, Md Tansen Khan, Mirza Mohtashim Alam, Lisa Wenige, Andreas Behrend, Jens Lehmann
2022	Misc	`conf`	Faithful Embeddings for ISWC Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
2022	A*	`conf`	Hyperbolic Embedding Inference for Structured Multi-Label Prediction. NeurIPS Bo Xiong, Michael Cochez, Mojtaba Nayyeri, Steffen Staab
2022	J	`jnl`	Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces. CoRR Mojtaba Nayyeri, Zihao Wang, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Md. Rashad Al Hasan Rony, Jens Lehmann, Steffen Staab
2022	J	`jnl`	Language Model Guided Knowledge Graph Embeddings. IEEE Access Mirza Mohtashim Alam, Md. Rashad Al Hasan Rony, Mojtaba Nayyeri, Karishma Mohiuddin, M. S. T. Mahfuja Akter, Sahar Vahdati, Jens Lehmann
2022	—	`conf`	Towards Hybrid Logic-based and Embedding-based Reasoning on Financial Knowledge Graphs. EDBT/ICDT Workshops Adriano Vlad, Sahar Vahdati, Mojtaba Nayyeri, Luigi Bellomarini, Emanuel Sallinger
2022	A*	`conf`	Ultrahyperbolic Knowledge Graph Embeddings. KDD Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
2022	J	`jnl`	Ultrahyperbolic Knowledge Graph Embeddings. CoRR Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
2021	A*	`conf`	5* Knowledge Graph Embeddings with Projective Transformations. AAAI Mojtaba Nayyeri, Sahar Vahdati, Can Aykul, Jens Lehmann
2021	J	`jnl`	Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade. Scientometrics Arthur Lackner, Said Fathalla, Mojtaba Nayyeri, Andreas Behrend, Rainer Manthey, Sören Auer, Jens Lehmann, Sahar Vahdati
2021	—	`conf`	Knowledge Graph Representation Learning using Ordinary Differential Equations. EMNLP (1) Mojtaba Nayyeri, Chengjin Xu, Franca Hoffmann, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati
2021	J	`jnl`	Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain. IEEE Access Mojtaba Nayyeri, Gökce Müge Cil, Sahar Vahdati, Francesco Osborne, Andrey Kravchenko, Simone Angioni, Angelo A. Salatino, Diego Reforgiato Recupero, Enrico Motta, Jens Lehmann
2021	—	`conf`	Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models. PAKDD (3) Mojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Sahar Vahdati, Mirza Mohtashim Alam, Hamed Shariat Yazdi, Jens Lehmann
2021	B	`conf`	Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings. IJCNN Chengjin Xu, Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann
2021	J	`jnl`	Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings. CoRR Chengjin Xu, Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann
2021	—	`conf`	Pattern-Aware and Noise-Resilient Embedding Models. ECIR (1) Mojtaba Nayyeri, Sahar Vahdati, Emanuel Sallinger, Mirza Mohtashim Alam, Hamed Shariat Yazdi, Jens Lehmann
2021	—	`ed.`	Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020. KR4L@ECAI Emanuel Sallinger, Sahar Vahdati, Mojtaba Nayyeri, Lianlong Wu
2021	—	`conf`	Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings. NAACL-HLT Chengjin Xu, Yung-Yu Chen, Mojtaba Nayyeri, Jens Lehmann
2021	J	`jnl`	Trans4E: Link Prediction on Scholarly Knowledge Graphs. CoRR 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
2021	J	`jnl`	Trans4E: Link prediction on scholarly knowledge graphs. Neurocomputing 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
2020	J	`jnl`	3D Learning and Reasoning in Link Prediction Over Knowledge Graphs. IEEE Access Mojtaba Nayyeri, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati
2020	J	`jnl`	5* Knowledge Graph Embeddings with Projective Transformations. CoRR Mojtaba Nayyeri, Sahar Vahdati, Can Aykul, Jens Lehmann
2020	B	`conf`	Embedding-Based Recommendations on Scholarly Knowledge Graphs. ESWC Mojtaba Nayyeri, Sahar Vahdati, Xiaotian Zhou, Hamed Shariat Yazdi, Jens Lehmann
2020	—	`conf`	Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them. ISWC (1) Mojtaba Nayyeri, Chengjin Xu, Sahar Vahdati, Nadezhda Vassilyeva, Emanuel Sallinger, Hamed Shariat Yazdi, Jens Lehmann
2020	B	`conf`	Knowledge Graph Embeddings in Geometric Algebras. COLING Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
2020	J	`jnl`	Knowledge Graph Embeddings in Geometric Algebras. CoRR Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
2020	B	`conf`	Let the Margin SlidE IJCNN Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Reza Izanloo, Hamed Shariat Yazdi, Jens Lehmann
2020	J	`jnl`	Motif Learning in Knowledge Graphs Using Trajectories Of Differential Equations. CoRR Mojtaba Nayyeri, Chengjin Xu, Jens Lehmann, Sahar Vahdati
2020	—	`conf`	Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph Embeddings. KR4L@ECAI Chengjin Xu, Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann
2020	B	`conf`	TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation. COLING Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann
2020	J	`jnl`	TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation. CoRR Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann
2020	—	`conf`	Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding. ISWC (1) Chenjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann
2020	—	`conf`	The Effect of Rule Injectionin a Leakage Free Dataset. KR4L@ECAI Mirza Mohtashim Alam, Mojtaba Nayyeri, Chengjin Xu, Md. Rashad Al Hasan Rony, Hamed Shariat Yazdi, Afshin Sadeghi, Jens Lehmann
2019	J	`jnl`	Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function. CoRR Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Hamed Shariat Yazdi, Jens Lehmann
2019	J	`jnl`	LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules. CoRR Mojtaba Nayyeri, Chengjin Xu, Jens Lehmann, Hamed Shariat Yazdi
2019	J	`jnl`	On the Knowledge Graph Completion Using Translation Based Embedding: The Loss Is as Important as the Score. CoRR Mojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Hamed Shariat Yazdi, Jens Lehmann
2019	J	`jnl`	Soft Marginal TransE for Scholarly Knowledge Graph Completion. CoRR Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann, Hamed Shariat Yazdi
2019	J	`jnl`	Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition. CoRR Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Jens Lehmann, Hamed Shariat Yazdi
2018	J	`jnl`	Universal Approximation by Using the Correntropy Objective Function. IEEE Trans. Neural Networks Learn. Syst. Mojtaba Nayyeri, Hadi Sadoghi Yazdi, Alaleh Maskooki, Modjtaba Rouhani
2017	J	`jnl`	A New Sparse Learning Machine. Neural Process. Lett. Mojtaba Nayyeri, Alaleh Maskooki, Reza Monsefi