Chad Yang

Ph.D Student at BIICLab. National Tsing Hua University, Taiwan.

Hi, I’m Chad and I’m pursuing my Ph.D. in Electrical Engineering. I study human emotions/personalities through behavioral signals like Physiologies(ECG/EDA), Speech, and Visual Cues (facial expression, gait).
I’m also the Research Lead of Health Informatics team, conducting Alzeiheimer Study using MRI and Heart Disease Detection using ECG.
I also worked as a Machine Learning Engineer Lead in CMedia, leading the development of Speech Dereverberation/Denoise.


News

Sep 5, 2021 🎉 Best Challenge Poster in 2021 PhysioNet/CinC Challenge (with InventecAI, preprint).
Jul 16, 2021 1 paper accepted for robust Federated Learning in Multi-Site Alzheimer in EMBC 2021.
Mar 5, 2021 1 journal accepted in IEEE Transactions on Affective Computing. (IF:10.5 :fire:)
Jul 25, 2020 1 paper accepted in ACMMM’20 ! (27.9% accept rate :rocket:)
Jan 24, 2020 2 paper accepted in ICASSP’20 (Ola!).

Selected publications

  1. A Media-Guided Attentive Graphical Network for Personality Recognition Using Physiology
    *Hao-Chun,Yang, and Chi-Chun,Lee
    IEEE Transactions on Affective Computing 2021
  2. A Mixed-Domain Self-Attention Network for Multilabel Cardiac Irregularity Classification Using Reduced-Lead Electrocardiogram
    *Hao-Chun,YangWan-Ting,Hsieh, and Pei-Chun,Chen
    In Computing in Cardiology, CinC 2020, Brno, Czech Republic, September 12-15 2021
  3. EMBC
    Federated Learning via Conditioned Mutual Learning for Alzheimer Disease Classification on T1w MRI
    Ya-Lin,Huang*Hao-Chun,Yang, and Chi-Chun,Lee
    In 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, (Virtual), Nov 1-5, 2021 2021
  4. ACMMM
    Cross Corpus Physiological-based Emotion Recognition Using a Learnable Visual Semantic Graph Convolutional Network
    Woan-Shiuan,Chien,  *Hao-Chun,Yang, and Chi-Chun,Lee
    In MM ’20: The 28th ACM International Conference on Multimedia, ACMMM 2020, Virtual Event / Seattle, WA, USA, October 12-16, 2020 2020