معرفی
Shun Takeuchi is an Associate Professor at Macquarie University and Research Director at Fujitsu Australia Pty Ltd, specializing in Machine Learning, Physics, and Behavioral Science. He leads the Fujitsu Macquarie AI Research Lab, focusing on personalized digital coaching technology using human sensing and generative AI.
Education:
- Ph.D. in Astrophysics, Kyoto University (2010)
- Master of Science in Astrophysics, Kyoto University (2008)
- Bachelor of Education in Astrophysics, Osaka Kyoiku University (2004)
His research combines AI with domain knowledge for semi-supervised/domain-adaptive modeling, with applications in retail, manufacturing, and occupational health. He has published over 10 papers, filed 20+ patents, and received multiple awards, including best paper accolades and AI challenge victories.
Scientific Trends: His recent work emphasizes generative AI integration with behavioral analysis, vision AI, and domain adaptation techniques.
Scientific Awards:
- Annual commendation (IP award) from Fujitsu (2022)
- Best oral paper award from Japan Marketing Academy (2022)
- Best paper award at MLCSA in ACCV 2022
- Best Paper Award Nominee at PERSUASIVE 2025
- Challenge winner at WACV 2024
He has supervised research teams at Fujitsu and delivered 5+ invited talks, including presentations on AI implementation and behavioral modeling at international venues.
