Hao Zhou

Joined

November 2023

Names

Hao Zhou (Preferred)

Emails

****@psu.edu (Confirmed)

,

****@psu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

CSE, Pennsylvania State University (psu.edu)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – Present

Expertise

IoT

,

Wearable Computing

,

Machine Learning

,

Signal Processing

Present

Publications

Wavelet-Driven Masked Multiscale Reconstruction for PPG Foundation Models
Megha Thukral, Cyrus Tanade, Simon A. Lee, Juhyeon Lee, Hao Zhou, Keum San Chun, Migyeong Gwak, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Mehrab Bin Morshed, Subramaniam Venkatraman, Sharanya Arcot Desai
- Submitted to ICLR 2026
- Readers: Everyone
HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
Simon A. Lee, Cyrus Tanade, Hao Zhou, Juhyeon Lee, Megha Thukral, Md Sazzad Hissain Khan, Keum San Chun, Baiying Lu, Migyeong Gwak, Mehrab Bin Morshed, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Subramaniam Venkatraman, Sharanya Arcot Desai
- ICLR 2026 Poster
- Readers: Everyone
Towards On-device Foundation Models for Raw Wearable Signals
Simon A. Lee, Cyrus Tanade, Hao Zhou, Juhyeon Lee, Megha Thukral, Baiying Lu, Sharanya Arcot Desai
- TS4H NeurIPS 2025 Poster
- Readers: Everyone

Co-Authors