About me

Hi! I am Haoren, a fourth year Ph.D candidate in Electrical and Computer Engineering at the National University of Singapore advised by Professor Vadakkepat Prahlad. I obtained my bachelor’s degree in Electrical Engineering from National University of Singapore, with a distinction in May 2021.

Email: haorenguo_06@u.nus.edu

Research Interests

• machine learning
• neural network and deep learning
• time series prediction
• predictive maintenance
• domain adaptation
• self-supervised learning
• large language model

Recent News

• [May, 2024]. "Remaining Useful Life Prediction via Frequency Emphasizing Mix-Up and Masked Reconstruction" is accepted by IEEE Transaction on Artificial Intelligence (TAI)!
• [Oct, 2023]. "Lightweight Compressed Temporal and Compressed Spatial Attention with Augmentation Fusion in Remaining Useful Life Prediction" and "Few-Shot Point Cloud Semantic Segmentation for CAM/CAD via Feature Enhancement and Efficient Dual Attention" are accepted by IECON-2023!
• [Jun, 2023]. I passed my oral qualification exam.
• [Jan, 2023]. "Few-shot point cloud semantic segmentation via contrastive self-supervision and multi-resolution attention" is accepted by ICRA-2023!
• [July, 2022]. "CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning" and "Masked Self-Supervision for Remaining Useful Lifetime Prediction in Machine Tools" are accepted by INDIN-2022!