Peng Yan
Peng Yan
ZHAW
School of Engineering
Machine Perception & Cognition Group
Technikumstrasse 71
8400 Winterthur
Work at ZHAW
Focus
Computer Vision
Experience
System Engineer
China Mobile
09 / 2016 - 07 / 2019
Education and Continuing education
Education
M.S. in Data Science / Data Science
University of Zurich
09 / 2019 - 06 / 2022
Network
ORCID digital identifier
Social media
Projects
- dAIrector – Automated multi-camera live production for events / Team member / ongoing
- DISTRAL: Industrial Process Monitoring for Injection Molding with Distributed Transfer Learning / Team member / completed
Publications
Articles in scientific journal, peer-reviewed
- Sager, P. J., Meyer, B., Yan, P., von Wartburg-Kottler, R., Etaiwi, L., Enayati, A., Nobel, G., Abdulkadir, A., Grewe, B. F., & Stadelmann, T. (2026). A comprehensive survey of agents for computer use : foundations, challenges, and future directions. Journal of Artificial Intelligence Research, 85(34). https://doi.org/10.1613/jair.1.19490
- Yan, P., Abdulkadir, A., Luley, P.-P., Rosenthal, M., Schatte, G. A., Grewe, B. F., & Stadelmann, T. (2024). A comprehensive survey of deep transfer learning for anomaly detection in industrial time series : methods, applications, and directions. IEEE Access, 12, 3768–3789. https://doi.org/10.1109/ACCESS.2023.3349132
Written conference contributions, peer-reviewed
- Yan, P., Abdulkadir, A., Schatte, G. A., Aguzzi, G., Gha, J., Pascher, N., Rosenthal, M., Gao, Y., Grewe, B. F., & Stadelmann, T. (2025). Learning actionable world models for industrial process control [Conference paper]. 2025 IEEE Swiss Conference on Data Science (SDS), 111–118. https://doi.org/10.1109/SDS66131.2025.00022
- Yan, P., Abdulkadir, A., Aguzzi, G., Schatte, G. A., Grewe, B. F., & Stadelmann, T. (2024). Automated process monitoring in injection molding via representation learning and setpoint regression [Conference paper]. 2024 11th IEEE Swiss Conference on Data Science (SDS), 138–145. https://doi.org/10.1109/SDS60720.2024.00027
- Luley, P.-P., Deriu, J. M., Yan, P., Schatte, G. A., & Stadelmann, T. (2023). From concept to implementation : the data-centric development process for AI in industry [Conference paper]. 2023 10th IEEE Swiss Conference on Data Science (SDS), 73–76. https://doi.org/10.1109/SDS57534.2023.00017