Hello! This is Xin Tian’s webpage! I am a Ph.D. candidate in Electrical and Computer Engineering Department, University of Maryland, College Park. I am advised by prof. Min Wu. My research interest is a synergy of signal processing, data analysis and machine learning, with applications in healthcare, wearable devices and more.

News

• Our paper “Learning Your Heart Actions from Pulse: ECG Waveform Reconstruction From PPG” has been accepted by IEEE Internet of Things Journal on June 29, 2021.

• I’ve been named as the 3MT winner in the 2020 Three-Minute Thesis Campus-Level Video Competition in University of Maryland, College Park. Here is my presentation video.

• Our paper “Cross-domain Joint Dictionary Learning for ECG Reconstruction from PPG” with Qiang Zhu, Yuenan Li and Min Wu is accepted and selected as a lecture presentation by International Conference on Acoustics, Speech, and Signal Processing (ICASSP’2020). You can also find the slides here.

• Our paper “ECG Reconstruction via PPG: A Pilot Study” with Qiang Zhu, Chau-Wai Wong and Min Wu was accepted at International Conference on Biomedical and Health Informatics (BHI’19) for oral-presentation of regular paper (43/394=10.9% acceptance rate).

• I am selected into the Future Faculty Program 2020 of the Clark School of Engineering, University of Maryland.

• I am selected as a Teaching Assistant Training and Development (TATD) Fellow (see workshops I held here) in Electrical and Computer Engineering Department, University of Maryland for the 2018-2019 and 2019-2020 academic years.