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Evgeny Kharlamov

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Robust Knowledge Extraction from Large Language Models using Social Choice Theory

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Dec 22, 2023
Nico Potyka, Yuqicheng Zhu, Yunjie He, Evgeny Kharlamov, Steffen Staab

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Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case

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Aug 02, 2023
Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savkovic, Ziqi Huang, Irlan-Grangel Gonzalez, Ahmet Soylu, Evgeny Kharlamov

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Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case

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Aug 02, 2023
Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng, Xianghui Luo, Ognjen Savkovic, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov

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ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics

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May 04, 2023
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Gad-Elrab Mohamed, Heiko Paulheim, Evgeny Kharlamov

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GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner

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Apr 10, 2023
Zhenyu Hou, Yufei He, Yukuo Cen, Xiao Liu, Yuxiao Dong, Evgeny Kharlamov, Jie Tang

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Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs

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Mar 21, 2023
Yunjie He, Mojtaba Nayyeri, Bo Xiong, Evgeny Kharlamov, Steffen Staab

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Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding

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Sep 22, 2022
Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor V. Kostylev, Evgeny Kharlamov

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GRAND+: Scalable Graph Random Neural Networks

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Mar 12, 2022
Wenzheng Feng, Yuxiao Dong, Tinglin Huang, Ziqi Yin, Xu Cheng, Evgeny Kharlamov, Jie Tang

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SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs

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Mar 02, 2022
Xiao Liu, Haoyun Hong, Xinghao Wang, Zeyi Chen, Evgeny Kharlamov, Yuxiao Dong, Jie Tang

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On Event-Driven Knowledge Graph Completion in Digital Factories

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Sep 08, 2021
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger

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