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Dr. rer. nat. Caglar Demir
Senior Researchers
Research Interest
My research interest centers around developing scalable algorithms for learning and reasoning on knowledge graphs. For more, please refer to
Software Frameworks
- DICE Embeddings: Hardware-agnostic Framework for Large-scale Knowledge Graph Embeddings
- Ontolearn: Scalable Description Logic Concept Learning Framework
PC Member
ECML 2023, IJCAI 2024
Thesis Supervision
2023
- Enhancing the Capabilities of Large Language Models Using Knowledge Graphs in Finance
- Multimodal RAG over Knowledge Graph
- OWL Neural Reasoner
- Answering Complex Queries with Negations in Incomplete Knowledge Graph
Projects
DAIKIRI – Diagnostische KI für industrielle Datenembeddings.cc – Universal Knowledge Graph EmbeddingsENEXA – Efficient Explainable Learning on Knowledge GraphsLeMuR – Learning with Multiple RepresentationsOPAL – Portal zur Nutzung offener Daten (Open Data Portal Germany)RAKI – Rapide XAI for Industrial PlantsSAIL – Sustainable Life-cycle of Intelligent Socio-Technical Systems