Recent Research Projects

(from 2018)

2024-2025	Unimicron Development of AI Models for Electrical and Structural
	Anomaly Pattern Identification to Yield Improvement
2023-2025	Unimicron IC Substrate Yield Prediction Model Based on Layout and
	Critical Analysis Area
2023-2025	Formosa Unsupervised Learning & Incremental Learning for Anomaly
	Detection on Time-series Data
2022-2025	MOST General Max-min Fair Resource Allocation: Theory and Applications
2023-2024	CTBC Development of Knowledge Graphs for Industry Information Map
2021-2024	MOST Learning-augmented Online Algorithms: Theory and Applications
2022-2023	PSMC Incremental Learning Model for Overlay Mark Sampling
2020-2022	MOST Applications of AI Techniques to the Lithography Process of
	Semiconductor Manufacturing (MOST IC Industry and Academia
	Research Alliance)
2020-2022	104 Tech Text Generation and Summarization by GPT2 zh-tw>
2019-2022	MOST Applications of Big Data Analysis and AI to Advanced Process
	Control and Decision Support Systems (MOST AI Research Project)
2020-2021	AIDC Manufacturing Tool Behavior Analysis for Time-series Data
2020-2021	104 Tech Exploiting AI Techniques on the Study of Human Resource Market
2019-2020	UMC Optimization of Sampling Approaches for Overlay Measurement
2018-2019	MediaTek Clustering and Learning Algorithms for Information Security
	Networks
2018-2019	UMC Exploiting AI on Predictions of ASCAN Alignment for Lithography
	Process in Semiconductor Manufacturing