Dongzhuoran Zhou

According to our database, Dongzhuoran Zhou authored at least 21 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge.

Dongzhuoran Zhou, Yuqicheng Zhu, Xiaxia Wang, Hongkuan Zhou, Yuan He, Jiaoyan Chen, Steffen Staab, Evgeny Kharlamov

CoRR, August, 2025

Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness.

Dongzhuoran Zhou, Yuqicheng Zhu, Yuan He, Jiaoyan Chen, Evgeny Kharlamov, Steffen Staab

CoRR, April, 2025

GLoRa: A Benchmark to Evaluate the Ability to Learn Long-Range Dependencies in Graphs.

Dongzhuoran Zhou, Evgeny Kharlamov, Egor V. Kostylev

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Alleviating Over-Smoothing via Aggregation over Compact Manifolds.

Dongzhuoran Zhou, Hui Yang, Bo Xiong, Yue Ma, Evgeny Kharlamov

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2022

Knowledge Graph-Based Semantic System for Visual Analytics in Automatic Manufacturing.

Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Zhipeng Tan, Ognjen Savkovic, Hui Yang, Yujia Zhang, Evgeny Kharlamov

Proceedings of the ISWC 2022 Posters, 2022

Towards Executable Knowledge Graph Translation.

Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Zhipeng Tan, Egor V. Kostylev, Evgeny Kharlamov

Proceedings of the ISWC 2022 Posters, 2022

Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case.

Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Gong Cheng, Ernesto Jiménez-Ruiz, Egor V. Kostylev, Evgeny Kharlamov

Proceedings of the Semantic Web - ISWC 2022, 2022

Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment.

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

Proceedings of the ISWC 2022 Posters, 2022

Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Xianda Zheng, Gong Cheng, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web - ISWC 2022, 2022

Towards A Statistic Ontology for Data Analysis in Smart Manufacturing.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Akif Quddus Khan, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the ISWC 2022 Posters, 2022

Towards A Visualisation Ontology for Reusable Visual Analytics.

Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Ognjen Savkovic, Evgeny Kharlamov

Proceedings of the 11th International Joint Conference on Knowledge Graphs, 2022

Enhancing Knowledge Graph Generation with Ontology Reshaping - Bosch Case.

Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Egor V. Kostylev, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

The Data Value Quest: A Holistic Semantic Approach at Bosch.

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

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction.

Muhammad Yahya, Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction.

Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Ognjen Savkovic, Egor V. Kostylev, Evgeny Kharlamov

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics.

Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case.

Baifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetashova, Gong Cheng, Evgeny Kharlamov

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

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

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

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Specializing Versatile Skill Libraries using Local Mixture of Experts.

Onur Celik, Dongzhuoran Zhou, Ge Li, Philipp Becker, Gerhard Neumann

Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021