Dongzhuoran Zhou

31 papers A* 1A 3C 1Misc 3Journal 9Unranked 13
YearRankTypeTitle / Venue / Authors
2026 — conf
What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge.
EACL (Volume 1: Long Papers)
Dongzhuoran Zhou, Yuqicheng Zhu, Xiaxia Wang, Hongkuan Zhou, Yuan He, Jiaoyan Chen, Steffen Staab, Evgeny Kharlamov
2025 J jnl
Alleviating over-smoothing via aggregation over compact manifolds (extended version).
Int. J. Data Sci. Anal.
Dongzhuoran Zhou, Hui Yang, Bo Xiong, Yue Ma, Evgeny Kharlamov
2025 C conf
ArgRAG: Explainable Retrieval Augmented Generation using Quantitative Bipolar Argumentation.
NeSy
Yuqicheng Zhu, Nico Potyka, Daniel Hernández, Yuan He, Zifeng Ding, Bo Xiong, Dongzhuoran Zhou, Evgeny Kharlamov, Steffen Staab
2025 J jnl
ArgRAG: Explainable Retrieval Augmented Generation using Quantitative Bipolar Argumentation.
CoRR
Yuqicheng Zhu, Nico Potyka, Daniel Hernández, Yuan He, Zifeng Ding, Bo Xiong, Dongzhuoran Zhou, Evgeny Kharlamov, Steffen Staab
2025 J jnl
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness.
CoRR
Dongzhuoran Zhou, Yuqicheng Zhu, Yuan He, Jiaoyan Chen, Evgeny Kharlamov, Steffen Staab
2025 A* conf
GLoRa: A Benchmark to Evaluate the Ability to Learn Long-Range Dependencies in Graphs.
ICLR
Dongzhuoran Zhou, Evgeny Kharlamov, Egor V. Kostylev
2025 J jnl
GR-Agent: Adaptive Graph Reasoning Agent under Incomplete Knowledge.
CoRR
Dongzhuoran Zhou, Yuqicheng Zhu, Xiaxia Wang, Hongkuan Zhou, Jiaoyan Chen, Steffen Staab, Yuan He, Evgeny Kharlamov
2025 J jnl
What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge.
CoRR
Dongzhuoran Zhou, Yuqicheng Zhu, Xiaxia Wang, Hongkuan Zhou, Yuan He, Jiaoyan Chen, Steffen Staab, Evgeny Kharlamov
2024 — conf
Alleviating Over-Smoothing via Aggregation over Compact Manifolds.
PAKDD (2)
Dongzhuoran Zhou, Hui Yang, Bo Xiong, Yue Ma, Evgeny Kharlamov
2024 J jnl
Alleviating Over-Smoothing via Aggregation over Compact Manifolds.
CoRR
Dongzhuoran Zhou, Hui Yang, Bo Xiong, Yue Ma, Evgeny Kharlamov
2023 — ed.
Proceedings of the First International Workshop on Semantic Industrial Information Modelling (SemIIM 2022) co-located with the 19th Extended Semantic Web Conference ESWC 2022, Greece, Crete, 30 May 2022.
SemIIM
Arild Waaler, Evgeny Kharlamov, Baifan Zhou, Dongzhuoran Zhou
2022 — conf
Enhancing Knowledge Graph Generation with Ontology Reshaping - Bosch Case.
ESWC (Satellite Events)
Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Egor V. Kostylev, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov
2022 A conf
ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics.
CIKM
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov
2022 A conf
Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch.
CIKM
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov
2022 Misc conf
Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring.
ISWC
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Xianda Zheng, Gong Cheng, Ahmet Soylu, Evgeny Kharlamov
2022 — conf
Knowledge Graph-Based Semantic System for Visual Analytics in Automatic Manufacturing.
ISWC (Posters/Demos/Industry)
Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Zhipeng Tan, Ognjen Savkovic, Hui Yang, Yujia Zhang, Evgeny Kharlamov
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 Misc conf
Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case.
ISWC
Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Gong Cheng, Ernesto Jiménez-Ruiz, Egor V. Kostylev, Evgeny Kharlamov
2022 — conf
Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping.
ESWC (Satellite Events)
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov
2022 J jnl
Query-based Industrial Analytics over Knowledge Graphs with Ontology Reshaping.
CoRR
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov
2022 A conf
ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction.
CIKM
Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Ognjen Savkovic, Egor V. Kostylev, 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
2022 — conf
Towards A Statistic Ontology for Data Analysis in Smart Manufacturing.
ISWC (Posters/Demos/Industry)
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Akif Quddus Khan, Ahmet Soylu, Evgeny Kharlamov
2022 — conf
Towards A Visualisation Ontology for Reusable Visual Analytics.
IJCKG
Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Ognjen Savkovic, Evgeny Kharlamov
2022 — conf
Towards Executable Knowledge Graph Translation.
ISWC (Posters/Demos/Industry)
Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Zhipeng Tan, Egor V. Kostylev, Evgeny Kharlamov
2022 — conf
Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction.
ESWC (Satellite Events)
Muhammad Yahya, Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov
2022 J jnl
Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding.
CoRR
Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor V. Kostylev, Evgeny Kharlamov
2021 — conf
Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case.
IJCKG
Baifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetashova, Gong Cheng, Evgeny Kharlamov
2021 Misc conf
Specializing Versatile Skill Libraries using Local Mixture of Experts.
CoRL
Onur Celik, Dongzhuoran Zhou, Ge Li, Philipp Becker, Gerhard Neumann
2021 J jnl
Specializing Versatile Skill Libraries using Local Mixture of Experts.
CoRR
Onur Celik, Dongzhuoran Zhou, Ge Li, Philipp Becker, Gerhard Neumann
2021 — conf
Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding.
IJCKG
Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor V. Kostylev, Evgeny Kharlamov