Curriculum Vitae

Education

• B.S. in Sun Yat-sen University, 2020
• Ph.D in Singapore University of Technology and Design, 2025 (expected)

Research Experience

• One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning, Sept. 2022 – Jan. 2023

  • Presented a novel method that enables efficient sharing of a single prototype Parameter-Efficient Transfer Learning network (e.g. adapter, LoRA, and prefix-tuning) across layers and tasks.

• Unsupervised Non-transferable learning, Jan. 2022 – June. 2022

  • Proposed a novel unsupervised non-transferable learning method for text classification task that can main- tain a good performance in the source domain whilst having degraded performance in the target domain.

  • Designed a secret key component for recovering the access to the target domain after training.

Honors and Awards

• AISG Scholarship, Award in SUTD, Sept. 2021
• National Scholarship, Award in Sun Yat-sen University (0.3%), Sept. 2017