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Lydia HSIAO-MEI LIN

Lydia HSIAO-MEI LIN
Lydia HSIAO-MEI LIN

Position Title

  • Assistant Professor

 

Expertise and Research Areas

  • Artificial Intelligence
  • Internet of Things
  • Digital Twin
  • Design Thinking
  • Innovation and Entrepreneurship

 

Courses

  • Applications of Artificial Intelligence
  • Applications of Artificial Intelligence: A Field Course
  • Generative AI and Digital Marketing Applications
  • Generative AI and Cultural & Creative Applications
  • User Experience Design
  • Project Management

 

Contact

  • Office: MA-318
  • Tel: +886-2-2737-6770
  • Email: Lydia.hmlin@mail.ntust.edu.tw、Lydia.hmlin@cs.ntust.edu.tw

 

Laboratory

  • Artificial Intelligence and MEI Lab (AI•MEI Lab)

We explore human-centered AI and interaction design to enhance user experience and create safe, secure, and meaningful systems that connect people and technology.

 

Education

  • Ph.D. in Architecture, National Taiwan University of Science and Technology (NTUST)
  • Master’s and bachelor’s degrees in computer science, College of Electrical Engineering and Computer Science, National Tsing Hua University (NTHU)

 

Experience

  • Assistant Professor, Department of Information Management, National Taiwan University of Science and Technology (2025/08-Now)
  • Project Assistant Professor, Department of Business Administration, National Taiwan University of Science and Technology (2025/02-2025/07)
  • Adjunct Assistant Professor, Center for General Education, National Tsing Hua University (2024/08-2025/07)
  • Part-time/Project Lecturer/Project Assistant Professor, Department of Interactive Design, National Taipei University of Technology (2016/08-2025/01)

 

Journal Publications

  1. Lydia Hsiao-Mei Lin, Wei-Cheng Lien, Cindy Yu-Ting Cheng, You-Cheng Lee, Yi-Ting Lin, Chin-Chia Kuo, Yi-Ting Lai, and Yan-Tsung Peng, “A rapid household mite detection and classification technology based on artificial intelligence-enhanced scanned images,” Internet of Things, Vol. 29, Jan. 2025. [Online]. Available: https://doi.org/10.1016/j.iot.2024.101484 (SCI, Q1) (First Author)
  2. Hsiao-Mei Lin, Ching-Yuan Lin, Chun-Hung Wang, and Ming-Jong Tsai. “A Novel Mechanical Fault Diagnosis Based on Transfer Learning with Probability Confidence Convolutional Neural Network Model,” Applied Sciences, vol. 12, no. 19, p. 9670, Sep. 2022. [Online]. Available: https://www.mdpi.com/2076-3417/12/19/9670. (SCI, Q2) (First Author)
  3. Zhi-Feng Guan, Hsiao-Mei Lin, and Ching-Yuan Lin. IoT System to Detect and Record Closure Status of Fire Doors-Using LoRa Technology, Architecture Science (ArS), Pp. 29-38, Dec. 2018. [Online]. Available: https://doi.org/10.3966/221915772018120018003
  4. Hsiao-Mei Lin, Shuo-Hung Chen, Jim Kao, Yung-Ming Lee, Gary Li-Kai Hsiao, Ching-Yuan Lin, “Applying Active Dynamic Signage System in Complex Underground Construction,” International Journal of Scientific & Engineering Research (IJSER), vol. 8, Feb. 2017. [Online]. Available: https://api.semanticscholar.org/CorpusID:212458586 (First Author)

 

Conference Publications

  1. Ting-Jui Chang, Lydia Hsiao-Mei Lin, Richard Tzong-Han Tsai, "Conversational Product Recommendation using LLM," 2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024, pp. 340-343. [Online]. Available: doi: 10.1109/ICEIB61477.2024.10602608. (Corresponding Author) 
  2. Jun-Wei Wu, Lydia Hsiao-Mei Lin, Richard Tzong-Han Tsai, "Enhancing ESG Reporting Analysis: Leveraging GPT and Resampling Methods for Improved Multi-Label Classification," 2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024, pp. 415-418. [Online]. Available: doi: 10.1109/ICEIB61477.2024.10602711. (Corresponding Author)
  3. Lydia Hsiao-Mei Lin, Fang-Kai Ting, Ting-Jui Chang, Jun-Wei Wu, Richard Tzong-Han Tsai, "GPT4ESG: Streamlining Environment, Society, and Governance Analysis with Custom AI Models," 2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024, pp. 442-446, [Online]. Available: doi: 10.1109/ICEIB61477.2024.10602567. (First and Corresponding Author) 
  4. Cindy Yu-Ting Cheng, Lydia Hsiao-Mei Lin*, Wei-Cheng Lien, Yi-Ting Lai, Yi-Ting Lin, Yan-Tsung Peng, and You-Cheng Lee, “AI -Enhanced Household Mite Detection and Classification”, IEEE International Conference on Electronic Communications，Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024. (Corresponding Author)
  5. Fang-Kai Ting, Lydia Hsiao-Mei Lin*, Wei-Cheng Lien, Simon Hung-Yi Lu, Richard Tzong-Han Tsai, “Advanced RUL Prediction with Transformer Architecture and Multi-Scale Feature Engineering”, IEEE International Conference on Electronic Communications，Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024. (Corresponding Author)
  6. Yi-Ting Lin; Yan-Tsung Peng; Wei-Cheng Lien; You-Cheng Lee; Yi-Ting Lai and Lydia Hsiao-Mei Lin, “High-Precision AI-based Mite Detection and Classification using Image Enhancement Techniques”, National Computer Symposium (NCS 2023), Taipei, Taiwan, 2023. pp. 280-284.
  7. Hsiao-Mei Lin, Chun-Hung Wang, Ming-Jong Tsai, and Ching-Yuan Lin, “A Novel Mechanical Fault Diagnosis Based on Transfer Learning in Probabilistic Confidence CNN Model,” presented at the 2022 IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2022), 2022 Hsinchu, Taiwan. (First and Corresponding Author)
  8. Hsiao-Mei Lin, Ching-Yuan Lin, Jui-Cheng Ko, and Yu-Shiang Wu, “Risk Factors of Post-earthquake Fire for Constructions Using the Analytic Hierarchy Process Approach,” in Proceedings of the 2016 International Conference on Architectural Engineering and Civil Engineering (ICAECE 2016), Dec. 2016, pp. 1–4, doi: 10.2991/aece-16.2017.1 [Online]. Available: https://doi.org/10.2991/aece-16.2017.1 (First Author)
  9. Shuo- Hung Chen, Hsiao-Mei Lin, Ching-Chou Hsieh, Chih-Tsun Huang, Jing-Jia Liou, Yeh-Ching Chung, “TurboVG: A HW/SW co-designed multi-core OpenVG accelerator for vector graphics applications with embedded power profiler,” 16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011), Yokohama, Japan, January 25-28, 2011. [Online]. Available: doi:10.1109/ASPDAC.2011.5722315
  10. Shuo-Hung Chen, Hsiao-Mei Lin, Hsin-Wen Wei, Yi-Cheng Chen, Chih-Tsun Huang, Yeh-Ching Chung, “Hardware/Software co-designed accelerator for vector graphics applications,” 9th IEEE SympAosium on Application Specific Processors (SASP 2011), San Diego, CA, USA, 2011. [Online]. Available: doi: 10.1109/SASP.2011.5941088
  11. Shuo-Hung Chen, Hsiao-Mei Lin, Kuo-Yi Chen, Yuan-Hao Chang, Pen-Chung Yew, Chien-Chung Ho ,“A systematic methodology for OS benchmark characterization,” Proceedings of the 2013 Research in Adaptive and Convergent Systems 2013 (RACS 2013), Montreal Quebec Canada, October 1-4, 2013. pp.404 – 409. [Online]. Available: doi: 10.1145/2513228.2513234

 

Research Project

  1. iLink Program for Innovation Linkage between Humanities, Social Sciences, and Industrial Practices (Ministry of Education, 2025)
  2. 2025 Integrated Promotion Plan for Cross-Regional Low-Carbon Transformation in Industrial Parks (Metal Industries Research & Development Centre, 2025)
  3. AI Platform-Assisted Material Formulation Development Project (Industry-Academia Collaboration, 2024)
  4. Brand Design and Service Contract for Smart Monitoring System (Industry-Academia Collaboration, 2023 & 2024)
  5. Design of Smart Monitoring System for Tank Health Management (Industry-Academia Collaboration, 2023)
  6. Digital Transformation Consulting Project (Small and Medium Enterprise Administration, Ministry of Economic Affairs & III, 2022)
  7. AI Value-Added Application Promotion Event – Achievement Exhibition (Industrial Development Bureau, MOEA & ITRI, 2022)
  8. International Technology Exchange Event – 2022 Taiwan-U.S. AI Value-Added Smart Manufacturing (Industrial Development Bureau, MOEA & ITRI, 2022)
  9. International Technology Exchange Event – 2021 Taiwan-UK AI Value-Added Smart Manufacturing (Industrial Development Bureau, MOEA & ITRI, 2021)
  10. Smart Aquaculture Technology Dissemination Workshop (Council of Agriculture & ITRI, 2021)
  11. AI Value-Added Application Promotion Event (Industrial Development Bureau, MOEA & ITRI, 2021)
  12. Taipei City Industrial Development Incentive Program – Dynamic Navigation System (Department of Economic Development, Taipei City Government, 2018)
  13. Development Project for a Learning Program for Women Entrepreneurs (APEC & Foundation for Women's Rights Promotion and Development, 2014)

 

Books

  1. Yong Lin Charity Education Foundation (2024) The Development and Application of AI: A Popular Science Book on Artificial Intelligence, Quan Hua Publishing, April 1, 2024, ISBN 9786263288829. 
  2. Lin, Lydia Hsiao-Mei (2024) Intertwining space: A Trailblazing Woman Scientist's Journey Through Science and Soul - Wu Chia-Li, Taiwan Women in Science and Technology, Oct. 2024. ISBN: 9786269785421 (Mandarin Chinese) Available URL: https://reurl.cc/yvqb0M
  3. Lin, Lydia Hsiao-Mei (2024) Intertwining space: A Trailblazing Woman Scientist's Journey Through Science and Soul - Wu Chia-Li, Taiwan Women in Science and Technology, Oct. 2024. ISBN: 9786269785414 (English) Available URL: https://reurl.cc/qvEb2y
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