I am a postdoctoral researcher at NetDB lab, National Cheng Kung University (NCKU), where I earned my Ph.D. in Computer Science in July 2025 under the supervision of Dr. Kun-Ta Chuang. My research focuses on knowledge graph embedding and reasoning, reinforcement learning, reasoning in large language models, and time series data analysis.

I have collaborated with experts across healthcare, smart energy, integrated circuits, and education, working with organizations such as National Cheng Kung University Hospital (NCKUH), NXP Semiconductor, Tokyo Electric Power Company (TEPCO), Taiwan Power Company, Azbil Corporation, NextDrive KK, and Junyi Academy.

Experience

• Arizona State University, Aug. 2023 - Jan. 2025
  • Visiting Scholar
  • Worked with Dr. Huan Liu’s DMML lab and research on clinical care, including
    • Early detection of illness deterioration.
    • Reasoning granularity control in LLMs for clinical note generation.
• Information Technology Curriculum and Instruction Center, Sep. 2020 - Feb. 2022
  • Lecturer
  • Gave several lessons on big data analysis, database, and data mining for high school teachers.
• Tohoku University, Oct. 2019 - Jul. 2020
  • Exchange Student
  • Worked in Dr. Nei Kato’s laboratory and research on the telecommunications network.

Service

• Serve as a reviewer for KDD 2025, KDD 2026, NeurIPS 2025, ACM TIST 2024
• Serve as a subreviewer for ASONAM 2024, CIKM 2025

Honors & Awards

• Honorary member of the Phi Tau Phi Scholastic Honor Society of Taiwan, 2025
• Graduate Student Study Abroad Program (GSSAP) fully funded scholarship, 2023
• Honorary member of the Phi Tau Phi Scholastic Honor Society of Taiwan, 2020