Baifan Zhou

66 papers A* 1A 6B 1C 4Misc 4Journal 14Unranked 32
YearRankTypeTitle / Venue / Authors
2026 J jnl
Caddie: A prototype of content-based ad hoc RDF dataset retrieval.
J. Web Semant.
Xiaxia Wang, Qiaosheng Chen, Qing Shi, Weiqing Luo, Jeff Z. Pan, Baifan Zhou, Evgeny Kharlamov, Gong Cheng
2026 — conf
DiKGRec: Generative Recommender Model with Diffusion and Knowledge Graph-Based Reasoning.
KDD (1)
Zhuoxun Zheng, Baifan Zhou, Ahmet Soylu, Jie Tang, Evgeny Kharlamov
2025 C conf
An LLM-Aided System Information Modelling Methodology Applied in Tennessee Eastman Case.
INDIN
Qianhang Lyu, Siqi Li, Martin G. Skjæveland, Yunqing Rao, Arild Waaler, Baifan Zhou
2025 — conf
Challenges and Approach: AI for Digitalised Carbon Storage Analysis.
NAIS
Yuanwei Qu, Arild Waaler, Anita Torabi, Baifan Zhou
2025 — conf
Dataset for Industrial Question Answering with Explanation and Scalable Ensemble Generation.
WWW (Companion Volume)
Yan Zhou, Baifan Zhou, Huajian Li, Qianhang Lyu, Yuanwei Qu, Arild Waaler, Ingrid C. Yu
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 B conf
Graph Constraint Language for Industrial Knowledge Graphs and Machine Learning.
DaWaK
Zhuoxun Zheng, Ognjen Savkovic, Baifan Zhou, Antonis Klironomos, Evgeny Kharlamov, Ahmet Soylu
2025 C conf
IMF-PM: Integrating System Information Modelling and Project Management for Industrial Digitalisation.
INDIN
Qianhang Lyu, Martin G. Skjæveland, Yan Zhou, Yunqing Rao, Arild Waaler, Baifan Zhou
2025 — conf
NMN-BART: Generating Natural Language Explanations for Visual Question Answering.
NAIS
Yan Zhou, Baifan Zhou, Ingrid C. Yu
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
2025 C conf
Towards Change-Instructed Action and Explanation Generation for Visual Language Action in Autonomous Driving.
INDIN
Yan Zhou, Baifan Zhou, Ingrid C. Yu
2025 A conf
User-Centric Question Answering with Explanation for Industrial System Information Modelling.
ECAI
Yan Zhou, Baifan Zhou, Qianhang Lyu, Arild Waaler, Ingrid Chieh Yu
2024 A* conf
ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries.
SIGIR
Qiaosheng Chen, Weiqing Luo, Zixian Huang, Tengteng Lin, Xiaxia Wang, Ahmet Soylu, Basil Ell, Baifan Zhou, Evgeny Kharlamov, Gong Cheng
2024 — conf
Integrating I4.0 Knowledge Graphs with Large Language Models Beyond SPARQL Endpoints.
SOFLIM2KG-SemIIM@ISWC
Abdul Wahid, Muhammad Yahya, Farooq Zaman, Baifan Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov
2024 — ed.
Joint Proceedings of the 1st Software Lifecycle Management for Knowledge Graphs Workshop and the 3rd International Workshop on Semantic Industrial Information Modelling (SOFLIM2KG-SEMIIM 2024) co-located with 23th International Semantic Web Conference (ISWC 2024), Baltimore, USA, November 12, 2024.
SOFLIM2KG-SemIIM@ISWC
Eduard Kamburjan, David Chaves-Fraga, Paco Nathan, Coen De Roover, Óscar Corcho, Ernesto Jiménez-Ruiz, Arild Waaler, Baifan Zhou
2024 J jnl
Knowledge graph embedding closed under composition.
Data Min. Knowl. Discov.
Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Zequn Sun, Chunnong Li, Arild Waaler, Evgeny Kharlamov, Ahmet Soylu
2024 — conf
Low-Dimensional Hyperbolic Knowledge Graph Embedding for Better Extrapolation to Under-Represented Data.
ESWC (1)
Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Arild Waaler, Evgeny Kharlamov, Ahmet Soylu
2024 — ed.
Proceedings of the Second International Workshop on Semantic Industrial Information Modelling (SemIIM 2023) co-located with the 22nd International Semantic Web Conference (ISWC 2023), Greece, Athens, 7 November 2023.
SemIIM
Arild Waaler, Evgeny Kharlamov, Baifan Zhou, Ahmet Soylu, Dimitrios Kyritsis, Dumitru Roman, Ognjen Savkovic, Steffen Staab
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
Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration.
ISWC (Posters/Demos/Industry)
Zhuoxun Zheng, Ognjen Savkovic, Huu Phuc Luu, Ahmet Soylu, Evgeny Kharlamov, Baifan Zhou
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 C conf
Implementation of Zero Defect Manufacturing using quality prediction: a spot welding case study from Bosch.
ISM
Foivos Psarommatis, Baifan Zhou, 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 Misc conf
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case.
ISWC
Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savkovic, Ziqi Huang, Irlán Grangel-González, Ahmet Soylu, Evgeny Kharlamov
2023 J jnl
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case.
CoRR
Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savkovic, Ziqi Huang, Irlán Grangel-González, Ahmet Soylu, 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
2023 — conf
Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry.
PRICAI (3)
Yuanwei Qu, Baifan Zhou, Arild Waaler, David B. Cameron
2023 J jnl
Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry.
CoRR
Yuanwei Qu, Baifan Zhou, Arild Waaler, David B. Cameron
2023 Misc conf
Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case.
ISWC
Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng, Xianghui Luo, Ognjen Savkovic, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov
2023 J jnl
Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case.
CoRR
Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng, Xianghui Luo, Ognjen Savkovic, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov
2023 — conf
Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch.
ISWC (Posters/Demos/Industry)
Zhuoxun Zheng, Baifan Zhou, Zhipeng Tan, Ognjen Savkovic, Diego Rincon-Yanez, Nikolay Nikolov, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov
2023 J jnl
Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry.
IEEE Access
Muhammad Yahya, Baifan Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov
2023 — conf
Towards Data Integrity Verification for More Sustainable Petroleum Industry.
ISWC (Posters/Demos/Industry)
Yuanwei Qu, Zhuoxun Zheng, Baifan Zhou, Yan Zhou, Nicolau Santos, Ognjen Savkovic, Arild Waaler, David B. Cameron
2023 — conf
Towards Standardised Product Data Exchange with Information Modelling Framework at Siemens Energy.
SemIIM
Maja Milicic Brandt, Foivos Psarommatis, Christophe Simon, Arild Waaler, Baifan 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
Industrial Geological Information Capture with GeoStructure Ontology.
SemIIM
Yuanwei Qu, Baifan Zhou, Evgeny Kharlamov, Martin Giese
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 J jnl
Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding.
J. Intell. Manuf.
Baifan Zhou, Tim Pychynski, Markus Reischl, Evgeny Kharlamov, Ralf Mikut
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
2022 — conf
Towards a Visualisation Ontology for Data Analysis in Industrial Applications.
SemIIM
Zhuoxun Zheng, Baifan Zhou, Ahmet Soylu, Evgeny Kharlamov
2021 — —
Machine Learning Methods for Product Quality Monitoring in Electric Resistance Welding.
Baifan Zhou
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 J jnl
SemML: Facilitating development of ML models for condition monitoring with semantics.
J. Web Semant.
Baifan Zhou, Yulia Svetashova, Andre Gusmao, Ahmet Soylu, Gong Cheng, Ralf Mikut, Arild Waaler, Evgeny Kharlamov
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
2020 — conf
Ontology-Enhanced Machine Learning: A Bosch Use Case of Welding Quality Monitoring.
ISWC (2)
Yulia Svetashova, Baifan Zhou, Tim Pychynski, Stefan Schmidt, York Sure-Vetter, Ralf Mikut, Evgeny Kharlamov
2020 A conf
Predicting Quality of Automated Welding with Machine Learning and Semantics: A Bosch Case Study.
CIKM
Baifan Zhou, Yulia Svetashova, Seongsu Byeon, Tim Pychynski, Ralf Mikut, Evgeny Kharlamov
2020 A conf
SemFE: Facilitating ML Pipeline Development with Semantics.
CIKM
Baifan Zhou, Yulia Svetashova, Tim Pychynski, Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov
2020 — conf
SemML: Reusable ML for Condition Monitoring in Discrete Manufacturing.
ISWC (Demos/Industry)
Yulia Svetashova, Baifan Zhou, Stefan Schmid, Tim Pychynski, Evgeny Kharlamov
2020 — conf
Semantic ML for Manufacturing Monitoring at Bosch.
ISWC (Demos/Industry)
Baifan Zhou, Yulia Svetashova, Tim Pychynski, Evgeny Kharlamov