Mojtaba Nayyeri

University of Stuttgart — Germany

Computer Science · Physical Sciences

14h-index703citations74works1.72yr avg
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Research Topics

Advanced Graph Neural Networks(48), Topic Modeling(36), Semantic Web and Ontologies(15), Bayesian Modeling and Causal Inference(12), Data Quality and Management(11)

Publications74 total

Geometric Structural Knowledge Graph Foundation Model
arXiv (Cornell University)·2025Open Access
Geometric Structural Knowledge Graph Foundation Model
ArXiv.org·2025Open Access
Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning
Frontiers in artificial intelligence and applications·2025Open Access
Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning
arXiv (Cornell University)·2025Open Access
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic Reasoning
arXiv (Cornell University)·2025Open Access
Towards Foundation Model on Temporal Knowledge Graph Reasoning
arXiv (Cornell University)·2025Open Access
Retrieval-Augmented Generation of Ontologies from Relational Databases
arXiv (Cornell University)·2025· 1 citedOpen Access
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
arXiv (Cornell University)·2025Open Access
Geometric Relational Embeddings: Progress and Prospects
Frontiers in artificial intelligence and applications·2025· 1 citedOpen Access
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
2025Open Access
Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving
2024· 10 cited
Generating SROI− Ontologies via Knowledge Graph Query Embedding Learning
Frontiers in artificial intelligence and applications·2024· 1 citedOpen Access
Expanding Expressivity in Transformer Models with MöbiusAttention
arXiv (Cornell University)·2024Open Access
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
arXiv (Cornell University)·2024Open Access
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings
arXiv (Cornell University)·2024· 1 citedOpen Access
Generating $SROI^-$ Ontologies via Knowledge Graph Query Embedding Learning
arXiv (Cornell University)·2024Open Access
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 10 citedOpen Access
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 10 citedOpen Access
Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving
arXiv (Cornell University)·2024· 1 citedOpen Access
Correntropy-Based Constructive One Hidden Layer Neural Network
Algorithms·2024· 1 citedOpen Access
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Frequent Co-authors

Jens Lehmann(32), Chengjin Xu(17), Hamed Shariat Yazdi(16), Sahar Vahdati(16), Steffen Staab(16), Mirza Mohtashim Alam(9), Fouad Alkhoury(4), Yung-Yu Chen(4), Bo Xiong(4), Shirui Pan(4), Bo Xiong(4), Yadollah Yaghoobzadeh(4), Xiaotian Zhou(3), Md Rashad Al Hasan Rony(3), Alaleh Maskooki(3), Zihao Wang(3), Michael Cochez(3), Mst. Mahfuja Akter(3), Yunjie He(3), Gokce Muge Cil(2)