2025, 'EEG to Image Generation using Diffusion Model', Inbound Research Mobility, ITS x NTUST, Taiwan.
2024, 'Development of Analytical evaluation method for qualitative learning outcomes using data mining and contribution to international engineer training', Watanabe Memorial Foundation for The Advancement of New Technology Japan Grant, ITS - SIT, Japan.
2024, 'Development of Microexpression recognition method based on action unit networks and variational graph autoencoder', ITS Grant.
2024, 'Discrete Variational Graph Autoencoder for Digit Classification', ITS Grant, ITS - NTUST, Taiwan Cooperation
2023 - 2024, 'Automated Short Answer Grading from VAE BART' , ITS Grant, ITS - NTUST, Taiwan Cooperation.
2023, 'Fuzzy local periodic activity pattern mining on smart home dataset'. ITS Grant, World Class Professor Like, ITS - NTUST, Taiwan Cooperation
2022 - 2024, 'Remaining useful lifetime prediction on cement factory', ITS Grant, ITS, Indonesia - SIT, Japan cooperation.
2021, 'Cardiovascular detection based on high utility mining', ITS Grant, ITS, Indonesia - UMP, Malaysia cooperation.
2020 - 2022, 'Gesture recognition from low sensor data', Kaikutek Corp, Taiwan
2020 - 2021, 'Vs and BHP forecasting ', NYK - MTI Corp, Japan
2016 - 2019, 'Continuous Monitoring Sensor', Ministry of Education, Taiwan Grant
2016 - 2020, 'I am Learning', Intel, US - NTU, Taiwan cooperation