CV

Education

• Ph.D in Electrical and Computer Engineering, National University of Singapore, Aug 2021 - May2025 (expected)
• B.Eng. in Electrical Engineering, National University of Singapore, Aug 2017 - May 2021
• Student Exchange Program in Electrical Engineering, University of Wisconsin-Madison, Jan 2020 – May 2020
• Summer School in Hanyang University, Korea, July 2019

Award

• Science and Technology Full Scholarship Program (Singapore Ministry of Education), Aug 2016 - May 2021
• NUS Research Scholarship (Industrial ring-fenced with Hexagon), Aug 2021 - May 2025

Publications

Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment

Remaining Useful Life Prediction via Frequency Emphasizing Mix-Up and Masked Reconstruction

Few-Shot Point Cloud Semantic Segmentation for CAM/CAD via Feature Enhancement and Efficient Dual Attention

Lightweight Compressed Temporal and Compressed Spatial Attention with Augmentation Fusion in Remaining Useful Life Prediction

Few-shot point cloud semantic segmentation via contrastive self-supervision and multi-resolution attention

Masked Self-Supervision for Remaining Useful Lifetime Prediction in Machine Tools

CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning

Teaching

• National University of Singapore, Graduate Teaching Assistant
  • CG 2023 Signal and System (21/22 Sem 2)
  • EE 4705 Human Robot and Interaction (21/22 Sem 2)
  • EE 4302 Advanced Control Systems (21/22 Special Semester, 22/23 Sem 1, 23/24 Sem 1)
  • EE 3305 Robotic System Design (22/23 Sem 1, 22/23 Summer School, 23/24 Sem 1)
  • EE 4308 Autonomous Robot Systems (22/23 Sem 2)
  • EE 5104/6104 Adaptive Control (22/23 Sem 2)
  • EE 5103 Computer Control System (24/25 Sem 2)

Served as a teaching assistant for undergraduate, masters, and PhD students, and summer school programs, more than 450 hours and 11 times. Assisted professors in guiding over 300 students, including lab instructing, course and lab project design, and tutorials.

Skills

• Python
• Pytorch
• TensorFlow
• C
• Java
• Pandas
• ROS
• R
• SQL
• MATLAB
• SIMULINK
• LaTex
• Linux
• SwiftUI
• Issac sim

Language

Mandarin (Native), English (Fluent in speaking reading, and writing), Southwestern Mandarin (Native)

Interests

• Soprano Bel Canto (10 years+)
• Piano (10 years+)
• Table Tennis (represents my undergraduates CCA to join inter hall games)
• Musical Composition (performed original songs with full band in some NUS concerts)
• Guitar
• Tennis