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Baifan Zhou

Baifan Zhou

Job title
  • Associate Professor
Visiting address
  • Pilestredet 35, 0166 Oslo
  • Office number: PS437
Phone
  • Office: +47 672 35 181
E-mail
  • baifan.zhou@oslomet.no
Affiliation

About

Baifan Zhous research interests focus on Neuro-Symbolic AI that combines machine learning and knowledge representation and reasoning, including,

Baifan has close collaboration with academic as well as industrial partners for both foundational research in neural knowledge representation and applied research in process and manufacturing industries.

Research groups

Publications and research

Scientific publications

Kamburjan, Eduard; Fraga, David Chaves; Nathan, Paco; Roover, Coen De; Corcho, Oscar; Jimenez-Ruiz, Ernesto; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2024). SOFLIM2KG-SEMIIM 2024 Joint Proceedings SOFLIM2KG and SEMIIM 2024. CEUR Workshop Proceedings.
https://doi.org/https://ceur-ws.org/Vol-3830/

Giannakopoulos, Foivos Psarommatis; Zhou, Baifan ; Kharlamov, Evgeny (2024). Implementation of Zero Defect Manufacturing using quality prediction: a spot welding case study from Bosch. Procedia Computer Science. Vol. 232.
https://doi.org/10.1016/j.procs.2024.01.128

Zheng, Zhuoxun; Zhou, Baifan ; Yang, Hui; Tan, Zhipeng; Sun, Zequn; Li, Chunnong; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny; Soylu, Ahmet (2024). Knowledge graph embedding closed under composition. Data mining and knowledge discovery. Vol. 38.
https://doi.org/10.1007/s10618-024-01050-x

Tan, Zhipeng; Zhou, Baifan ; Zheng, Zhuoxun; Savkovic, Ognjen; Huang, Ziqiang; Gonzalez, Irlan-Grangel; Soylu, Ahmet; Kharlamov, Evgeny (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 14266.
https://doi.org/10.1007/978-3-031-47243-5_25

Zhou, Baifan ; Nikolov, Nikolay Vladimirov; Zheng, Zhuoxun; Luo, Xianghui; Savkovic, Ognjen; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny (2023). Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 14266.
https://doi.org/10.1007/978-3-031-47243-5_21

Tan, Zhipeng; Zheng, Zhuoxun; Klironomos, Antonis; Gad-Elrab, Mohamed H.; Xiao, Guohui; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring. CEUR Workshop Proceedings. Vol. 3632.
https://hdl.handle.net/10852/108304

Zheng, Zhuoxun; Savkovic, Ognjen; Nikolov, Nikolay; Luu, Huu Phuc; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan (2023). Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration. CEUR Workshop Proceedings. Vol. 3632.
https://hdl.handle.net/10852/108303

Zheng, Zhuoxun; Zhou, Baifan ; Tan, Zhipeng; Savkovic, Ognjen; Rincon-Yanez, Diego; Nikolov, Nikolay Vladimirov; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny (2023). Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch. CEUR Workshop Proceedings. Vol. 3632.
https://hdl.handle.net/10852/108302

Qu, Yuanwei; Zhou, Baifan ; Waaler, Arild Torolv Søetorp; Cameron, David B. (2023). Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry. Liu, Fenrong; Sadanandan, Arun Anand; Pham, Duc Nghia; Mursanto, Petrus; Lukose, Dickson (Ed.). 20th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2023 (PRICAI 2023): Trends in Artificial Intelligence. p. 466-473. Springer.
https://doi.org/10.1007/978-981-99-7025-4_41

Yahya, Muhammad; Zhou, Baifan ; Breslin, John G.; Ali, Muhammad Intizar; Kharlamov, Evgeny (2023). Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry. IEEE Access. Vol. 11.
https://doi.org/10.1109/ACCESS.2023.3267000



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These publications are obtained from Norwegian Research Information Repository. The list may be incomplete.

Dissemination

Kamburjan, Eduard; Jimenez-Ruiz, Ernesto; Zhou, Baifan ; Waaler, Arild Torolv Søetorp (2024). Preface: Semantic Industrial Information Modelling. CEUR Workshop Proceedings. Vol. 3830.

Zheng, Zhuoxun; Zhou, Baifan ; Yang, Hui; Tan, Zhipeng; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny; Soylu, Ahmet (2024). Low-Dimensional Hyperbolic Knowledge Graph Embedding for Better Extrapolation to Under-Represented Data. Extended Semantic Web Conference.

Chen, Qiaosheng; Luo, Weiqing; Huang, Zixian; Lin, Tengteng; Wang, Xiaxia; Soylu, Ahmet; Ell, Basil; Zhou, Baifan ; Kharlamov, Evgeny; Cheng, Gong (2024). ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries. 47th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Klironomos, Antonis; Zhou, Baifan ; Zhipeng, Tan; Zhuoxun, Zheng; Mohamed, H. Gad-Elrab; Paulheim, Heiko; Kharlamov, Evgeny (2023). ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. Extended Semantic Web Conference.
https://link.springer.com/chapter/10.1007/978-3-03

Rincon-Yanez, Diego; Gad-Elrab, Mohamed H.; Stepanova, Daria; Tran, Kien Trung; Xuan, Cuong Chu; Zhou, Baifan ; Kharlamov, Evgeny (2023). Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. Extended Semantic Web Conference.

Brandt, Maja Miličić; Psarommatis, Foivos; Simon, Christophe; Waaler, Arild Torolv Søetorp; Zhou, Baifan (2023). Towards Standardised Product Data Exchange with Information Modelling Framework at Siemens Energy. Second International Workshop on Semantic Industrial Information Modelling (SemIIM) Co-located with the International Semantic Web Conference (ISWC 2023).

Qu, Yuanwei; Zheng, Zhuoxun; Zhou, Baifan ; Zhou, Yan; Santos, Nicolau; Savkovic, Ognjen; Waaler, Arild Torolv Søetorp; Cameron, David B. (2023). Towards Data Integrity Verification for More Sustainable Petroleum Industry. The International Semantic Web Conference.
https://ceur-ws.org/Vol-3632/ISWC2023_paper_436.pd

Zheng, Zhuoxun; Zhou, Baifan ; Zhou, Dongzhuoran; Khan, Akif Quddus ; Soylu, Ahmet; Kharlamov, Evgeny (2022). Towards A Statistic Ontology for Data Analysis in Smart Manufacturing. The 21st International Semantic Web Conference (ISWC).

Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny; Zhou, Baifan ; Zhou, Dongzhuoran (2022). 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. First International Workshop on Semantic Industrial Information Modelling (SemIIM 2022) co-located with the 19th Extended Semantic Web Conference ESWC 2022.

Zhou, Baifan ; Tan, Zhipeng; Zheng, Zhuoxun; Zhou, Dongzhuoran; He, Yunjie; Zhu, Yuqicheng; Yahya, Muhammad; Tran, Trung-Kien; Stepanova, Daria; Gad-Elrab, Mohamed H.; Kharlamov, Evgeny (2022). Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment. The 21st International Semantic Web Conference (ISWC).



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These publications are obtained from Norwegian Research Information Repository. The list may be incomplete.
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