Specializing Versatile Skill Libraries using Local Mixture of Experts. - Onur Celik; Dongzhuoran Zhou; Ge Li; Philipp Becker; Gerhard Neumann (CoRL, 2021)

Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding. - Dongzhuoran Zhou; Baifan Zhou; Jieying Chen 001; Gong Cheng 001; Egor V. Kostylev; Evgeny Kharlamov (IJCKG, 2021)

Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case. - Baifan Zhou; Dongzhuoran Zhou; Jieying Chen 001; Yulia Svetashova; Gong Cheng 001; Evgeny Kharlamov (IJCKG, 2021)

ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. - Zhuoxun Zheng; Baifan Zhou; Dongzhuoran Zhou; Ahmet Soylu; Evgeny Kharlamov (CIKM, 2022)

Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch. - Zhuoxun Zheng; Baifan Zhou; Dongzhuoran Zhou; Ahmet Soylu; Evgeny Kharlamov (CIKM, 2022)

ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. - Dongzhuoran Zhou; Baifan Zhou; Zhuoxun Zheng; Ahmet Soylu; Ognjen Savkovic; Egor V. Kostylev; Evgeny Kharlamov (CIKM, 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 (ESWC (Satellite Events), 2022)

Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping. - Zhuoxun Zheng; Baifan Zhou; Dongzhuoran Zhou; Gong Cheng 001; Ernesto Jiménez-Ruiz; Ahmet Soylu; Evgeny Kharlamov (ESWC (Satellite Events), 2022)

The Data Value Quest: A Holistic Semantic Approach at Bosch. - Baifan Zhou; Zhuoxun Zheng; Dongzhuoran Zhou; Gong Cheng 001; Ernesto Jiménez-Ruiz; Trung-Kien Tran; Daria Stepanova 001; Mohamed H. Gad-Elrab; Nikolay Nikolov; Ahmet Soylu; Evgeny Kharlamov (ESWC (Satellite Events), 2022)

Enhancing Knowledge Graph Generation with Ontology Reshaping - Bosch Case. - Dongzhuoran Zhou; Baifan Zhou; Zhuoxun Zheng; Egor V. Kostylev; Gong Cheng 001; Ernesto Jiménez-Ruiz; Ahmet Soylu; Evgeny Kharlamov (ESWC (Satellite Events), 2022)

Towards A Visualisation Ontology for Reusable Visual Analytics. - Baifan Zhou; Zhipeng Tan; Zhuoxun Zheng; Dongzhuoran Zhou; Ognjen Savkovic; Evgeny Kharlamov (IJCKG, 2022)

Towards A Statistic Ontology for Data Analysis in Smart Manufacturing. - Zhuoxun Zheng; Baifan Zhou; Dongzhuoran Zhou; Akif Quddus Khan; Ahmet Soylu; Evgeny Kharlamov (ISWC (Posters/Demos/Industry), 2022)

Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring. - Zhuoxun Zheng; Baifan Zhou; Dongzhuoran Zhou; Xianda Zheng; Gong Cheng 001; Ahmet Soylu; Evgeny Kharlamov (ISWC, 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 001; Mohamed H. Gad-Elrab; Evgeny Kharlamov (ISWC (Posters/Demos/Industry), 2022)

Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case. - Dongzhuoran Zhou; Baifan Zhou; Zhuoxun Zheng; Ahmet Soylu; Gong Cheng 001; Ernesto Jiménez-Ruiz; Egor V. Kostylev; Evgeny Kharlamov (ISWC, 2022)

Towards Executable Knowledge Graph Translation. - Dongzhuoran Zhou; Baifan Zhou; Zhuoxun Zheng; Zhipeng Tan; Egor V. Kostylev; Evgeny Kharlamov (ISWC (Posters/Demos/Industry), 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 (ISWC (Posters/Demos/Industry), 2022)

Alleviating Over-Smoothing via Aggregation over Compact Manifolds. - Dongzhuoran Zhou; Hui Yang; Bo Xiong; Yue Ma; Evgeny Kharlamov (PAKDD (2), 2024)

GLoRa: A Benchmark to Evaluate the Ability to Learn Long-Range Dependencies in Graphs. - Dongzhuoran Zhou; Evgeny Kharlamov; Egor V. Kostylev (ICLR, 2025)

Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness. - Dongzhuoran Zhou; Yuqicheng Zhu; Yuan He 008; Jiaoyan Chen 001; Evgeny Kharlamov; Steffen Staab (CoRR, 2025)

What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge. - Dongzhuoran Zhou; Yuqicheng Zhu; Xiaxia Wang 001; Hongkuan Zhou; Yuan He 008; Jiaoyan Chen 001; Steffen Staab; Evgeny Kharlamov (CoRR, 2025)