Advanced Internet of Deep Computational Intelligence Lab.

Biography

l   Education

  Assoc. Prof. Dr. Yu-Hsiu Lin was born in Taiwan in 1984.  In 2014, he received his Doctoral degree in mechanical and electrical engineering from the Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology (國立台北科技大學), Taipei, Taiwan.

2   Work experience

–    Since August of 2024, he has been with the Graduate Institute of Automation Technology, National Taipei University of Technology, Taipei City, Taiwan, where he is currently an Associate Professor.

–    From February of 2021 to July of 2024, he has also served as an Assistant Professor with the Graduate Institute of Automation Technology, National Taipei University of Technology, Taipei City, Taiwan.

–    From August of 2019 to January of 2021, he served as an Assistant Professor with the Department of Electrical Engineering, Ming Chi University of Technology, New Taipei City, Taiwan.

–    From August of 2018 to July of 2019, he was an Assistant Professor with the Department of Electrical Engineering, Southern Taiwan University of Science and Technology, Tainan City, Taiwan.

–    From September of 2017 to July of 2018, he was an Assistant Professor with the Department of Computer Science and Information Management, Providence University, Taichung City, Taiwan.

–    From October of 2014 to August of 2017, he worked as a Senior Engineer for Smart Network System Institute at Institute for Information Industry (III) in Taiwan. III was established in 1979 as an NGO (Non-Governmental Organization) research institute to support information industry as well as information society in Taiwan under the supervision of the Ministry of Economic Affairs (Taiwan).

3   Academic activity

–    He was the Technical Committee Member of 2019 IEEE 2nd International Conference on Power and Energy Applications.

–    He is the team member of the Taiwan Organizing Core Team of International Conference ACM ICMR 2021. We won the bid for hosting this future international conference in Taipei, Taiwan.

4   Research awards

–    榮獲「社團法人台灣雲端計算學會」－「113年度最佳期刊論文獎」（2025/07/03；通訊作者）：Yung-Yao Chen, Sin-Ye Jhong, Shao-Kai Tu, Yu-Hsiu Lin*, and Yi-Chen Wu, “Autonomous Smart-Edge Fault Diagnostics via Edge-Cloud-Orchestrated Collaborative Computing for Infrared Electrical Equipment Images,” IEEE Sens. J., vol. 24, no. 15, pp. 24630-24648, Aug. 2024.

–    He has received the Best Paper Award of The Seventh International Conference on Communications, Computation, Networks and Technologies INNOV 2018 (Paper: AMBTC-Based Data Hiding Using Intra- and Inter-Block Embedding Strategy; Authors: Yu-Hsiu Lin, Chih-Hsien Hsia, Bo-Yan Chen, Yung-Yao Chen*).

5   Research interests

物聯網、AI數據分析（機器學習/深度學習，包含「遷移學習(Transfer Learning)」、「多任務學習(Multi-Task Learning)」、「生成式Generative AI/GAN models」）等技術研發應用於智慧電網-電能管理、再生能源（太陽光儲與風力）、智慧製造-預防性維護/製程參數監控優化等(相關的研究計畫及成果：https://sites.google.com/view/aici/research-projects)

–    Internet of Things

–    Fog-/Edge-Cloud computing

–    Artificial Intelligence/Deep Learning/Machine Learning/Computational Intelligence mainly comprising Artificial Neural Networks, Fuzzy theory, and Evolutionary Computation

–    Smart Grid technology

• Scopus profile: https://www.scopus.com/authid/detail.uri?authorId=57223017840

• Google Scholar: https://scholar.google.com.tw/citations?user=oG9frKIAAAAJ&hl=zh-TW