Talks

Featured Talk

The Next Frontier of Virtual Metrology

IMSE Day 2026
April 22, 2026 · The University of Texas at El Paso (UTEP)
Speaker: Chin-Yih Lin

Watch the full presentation on YouTube

Download IMSE Day 2026 booklet (PDF)

Workshop Talk

AI-Driven Digital Twin for Process Optimization in Semiconductor Manufacturing

Intelligent Manufacturing Workshop 2025
June 6, 2025 · Drexel University
Speaker: Chin-Yih Lin

Conference Papers & Presentations (13)

Conference contributions are listed with their coauthors.

2026 (2)

C.-Y. Lin, T.-L. Tseng, S. H. Emon, and T.-H. Tsai. “A Digital Twin Framework With Deep Feature Extraction and Gaussian Process for Multi-Objective Optimization in Semiconductor Manufacturing.” IEEE International Conference on Automation Science and Engineering (CASE), Shenyang, China, August 17-21, 2026.

C.-Y. Lin, T.-L. Tseng, S. H. Emon, and T.-H. Tsai. “Large Pre-Trained Models and Few-Shot Fine-Tuning for Virtual Metrology: A Framework for Uncertainty-Driven Adaptive Process Control in Semiconductor Manufacturing.” IEEE International Conference on Robotics and Automation (ICRA), Vienna, Austria, June 1-5, 2026.

2025 (1)

C.-Y. Lin, T.-H. Tsai, and T.-L. Tseng. “Generative AI for Intelligent Manufacturing Virtual Assistants in the Semiconductor Industry.” IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), Eindhoven, the Netherlands, August 25-29, 2025.

2024 (1)

Y.-M. Hsieh, C.-Y. Lin, J. Wilch, V.-H. Birgit, Y.-C. Lin, M.-H. Hung, and F.-T. Cheng. “An Intelligent Factory Automation System With Multivariate Time-Series Algorithm for Chip Probing Process.” IEEE International Conference on Automation Science and Engineering (CASE), Bari, Italy, August 28-September 1, 2024.

2022 (3)

Y.-M. Hsieh, T.-J. Wang, C.-Y. Lin, Y.-F. Tsai, and F.-T. Cheng. “Convolutional Autoencoder and Transfer Learning for Automatic Virtual Metrology.” IEEE International Conference on Automation Science and Engineering (CASE), Mexico City, Mexico, August 20-24, 2022.

Y.-M. Hsieh, J. Wilch, C.-Y. Lin, V.-H. Birgit, and F.-T. Cheng. “Analysis of Process Data for Remote Health Prediction in Distributed Automation Systems.” IEEE International Conference on Automation Science and Engineering (CASE), Mexico City, Mexico, August 20-24, 2022.

C.-Y. Lin, C.-K. Ing, Y.-M. Hsieh, and F.-T. Cheng. “Golden Path Search Algorithm for the KSA Scheme.” IEEE International Conference on Automation Science and Engineering (CASE), Mexico City, Mexico, August 20-24, 2022.

2021 (1)

Y.-M. Hsieh, T.-J. Wang, C.-Y. Lin, L.-H. Peng, F.-T. Cheng, and S.-Y. Shang. “Convolutional Neural Networks for Automatic Virtual Metrology.” IEEE International Conference on Automation Science and Engineering (CASE), Lyon, France, August 23-27, 2021.

2019 (2)

C.-Y. Lin, Y.-M. Hsieh, F.-T. Cheng, H.-C. Huang, and M. Adnan. “Time Series Prediction Algorithm for Intelligent Predictive Maintenance.” IEEE International Conference on Automation Science and Engineering (CASE), Vancouver, Canada, August 22-26, 2019.

Y.-M. Hsieh, C.-Y. Lin, Y.-R. Yang, and F.-T. Cheng. “Automatic Virtual Metrology for Carbon Fiber Manufacturing.” IEEE International Conference on Automation Science and Engineering (CASE), Vancouver, Canada, August 22-26, 2019.

2018 (1)

C.-Y. Lin, Y.-M. Hsieh, F.-T. Cheng, Y.-R. Yang, and M. Adnan. “Interaction-Effect Search Algorithm for the KSA Scheme.” IEEE International Conference on Automation Science and Engineering (CASE), Munich, Germany, August 20-24, 2018.

2017 (1)

F.-T. Cheng, C.-Y. Lin, C.-F. Chen, R.-X. Xiao, J.-W. Zheng, and Y.-S. Hsieh. “Blind-Stage Search Algorithm for the Key-Variable Search Scheme.” IEEE International Conference on Automation Science and Engineering (CASE), Xi’an, China, August 20-23, 2017.

2016 (1)

F.-T. Cheng, Y.-S. Hsieh, J.-W. Zheng, S.-M. Chen, R.-X. Xiao, and C.-Y. Lin. “A Scheme of High-Dimensional Key-Variable Search Algorithms for Yield Improvement.” IEEE International Conference on Automation Science and Engineering (CASE), Fort Worth, Texas, August 21-24, 2016.