Mohamed H. Gad-Elrab

34 papers A* 2A 2B 1Misc 1Journal 5Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integrating Meta-Features with Knowledge Graph Embeddings for Meta-Learning.
CoRR
Antonis Klironomos, Ioannis Dasoulas, Francesco Periti, Mohamed H. Gad-Elrab, Heiko Paulheim, Anastasia Dimou, Evgeny Kharlamov
2025 — conf
ExeKGLib: A Platform for Machine Learning Analytics Based on Knowledge Graphs.
ISWC (2)
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
2025 J jnl
ExeKGLib: A Platform for Machine Learning Analytics based on Knowledge Graphs.
CoRR
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
2025 — conf
No-Code ML Pipeline Development: Leveraging Knowledge Graphs and Language Models.
ESWC (Satellite Events)
Sarah Sajid, Antonis Klironomos, Evgeny Kharlamov, Frank Hopfgartner, Mohamed H. Gad-Elrab
2025 — conf
ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs Using Numeric Literals.
ESWC (1)
Antonis Klironomos, Baifan Zhou, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
2025 J jnl
ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs using Numeric Literals.
CoRR
Antonis Klironomos, Baifan Zhou, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
2024 — conf
Empowering Industry Professionals with Machine Learning through Knowledge Graphs.
SEMANTiCS (Posters, Demos, Workshops & Tutorials)
Antonis Klironomos, Mohamed H. Gad-Elrab, Evgeny Kharlamov
2024 — conf
Scalable processing of Bosch Welding Data with Graph Massivizer.
SEMANTiCS (Posters, Demos, Workshops & Tutorials)
Mikel Mendibe, Mohamed H. Gad-Elrab, Evgeny Kharlamov
2024 — conf
Up To Date: Automatic Updating Knowledge Graphs Using LLMs.
ACLING
Shahenda Hatem, Ghada Khoriba, Mohamed H. Gad-Elrab, Mohamed ElHelw
2023 — conf
Addressing the Scalability Bottleneck of Semantic Technologies at Bosch.
ESWC (Satellite Events)
Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov
2023 J jnl
Addressing the Scalability Bottleneck of Semantic Technologies at Bosch.
CoRR
Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov
2023 — conf
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics.
ESWC (Satellite Events)
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
2023 J jnl
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics.
CoRR
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
2023 — conf
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring.
ISWC (Posters/Demos/Industry)
Zhipeng Tan, Zhuoxun Zheng, Antonis Klironomos, Mohamed H. Gad-Elrab, Guohui Xiao, Ahmet Soylu, Evgeny Kharlamov, Baifan Zhou
2023 A conf
Rule-based Knowledge Graph Completion with Canonical Models.
CIKM
Simon Ott, Patrick Betz, Daria Stepanova, Mohamed H. Gad-Elrab, Christian Meilicke, Heiner Stuckenschmidt
2023 — conf
Supplier Optimization at Bosch with Knowledge Graphs and Answer Set Programming.
ESWC (Satellite Events)
Cuong Chu Xuan, Mohamed H. Gad-Elrab, Trung-Kien Tran, Marvin Schiller, Evgeny Kharlamov, Daria Stepanova
2022 — conf
A Study on Entity Linking Across Domains": " Which Data is Best for Fine-Tuning?
RepL4NLP@ACL
Hassan Soliman, Heike Adel, Mohamed H. Gad-Elrab, Dragan Milchevski, Jannik Strötgen
2022 — conf
Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment.
ISWC (Posters/Demos/Industry)
Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Yunjie He, Yuqicheng Zhu, Muhammad Yahya, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov
2022 — conf
The Data Value Quest: A Holistic Semantic Approach at Bosch.
ESWC (Satellite Events)
Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Nikolay Nikolov, Ahmet Soylu, Evgeny Kharlamov
2021 — —
Explainable methods for knowledge graph refinement and exploration via symbolic reasoning.
Mohamed H. Gad-Elrab
2021 Misc conf
Improving Knowledge Graph Embeddings with Ontological Reasoning.
ISWC
Nitisha Jain, Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova
2021 — conf
Towards Leveraging Commonsense Knowledge for Autonomous Driving.
ISWC (Posters/Demos/Industry)
Sreyasi Nag Chowdhury, Ruwan Wickramarachchi, Mohamed H. Gad-Elrab, Daria Stepanova, Cory A. Henson
2020 — conf
ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs.
ISWC (1)
Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum
2020 A* conf
Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs.
WWW
Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova, Evgeny Kharlamov, Jannik Strötgen
2020 — conf
Towards Utilizing Knowledge Graph Embedding Models for Conceptual Clustering.
ISWC (Demos/Industry)
Mohamed H. Gad-Elrab, Vinh Thinh Ho, Evgeny Levinkov, Trung-Kien Tran, Daria Stepanova
2019 A conf
ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text.
WSDM
Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
2019 A* conf
Tracy: Tracing Facts over Knowledge Graphs and Text.
WWW
Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
2018 — conf
Learning Rules from Incomplete KGs using Embeddings.
ISWC (P&D/Industry/BlueSky)
Vinh Thinh Ho, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov, Gerhard Weikum
2018 — conf
Rule Induction and Reasoning over Knowledge Graphs.
RW
Daria Stepanova, Mohamed H. Gad-Elrab, Vinh Thinh Ho
2018 — conf
Rule Learning from Knowledge Graphs Guided by Embedding Models.
ISWC (1)
Vinh Thinh Ho, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov, Gerhard Weikum
2016 — conf
Exception-Enriched Rule Learning from Knowledge Graphs.
ISWC (1)
Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
2016 B conf
Towards Nonmonotonic Relational Learning from Knowledge Graphs.
ILP
Hai Dang Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Francesca A. Lisi, Gerhard Weikum
2015 — conf
EDRAK: Entity-Centric Data Resource for Arabic Knowledge.
ANLP@ACL
Mohamed H. Gad-Elrab, Mohamed Amir Yosef, Gerhard Weikum
2015 — conf
Named Entity Disambiguation for Resource-Poor Languages.
ESAIR@CIKM
Mohamed H. Gad-Elrab, Mohamed Amir Yosef, Gerhard Weikum