Yu-Tai Lin

About Me

I am a Ph.D. student at Georgia Institute of Technology in Atlanta, USA.

I currently work with Prof. Karthikeyan Sundaresan at MARGA. I have broad interests in Wireless Networks and Sensing. In particular, I am interested in their intersections with Localization, IoT, and Edge Computing.

For more information about me: CV/GitHub/LinkedIn.

Publications

  • A New Paradigm of Communication-Aware Collaborative Positioning for FutureG Wireless Systems
    Yu-Tai Lin and Karthikeyan Sundaresan
    ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc), 2023
    [paper]

  • Queueing Model for Intermittent Communication and Computing of Battery-less Edge Computing
    Yu-Tai Lin, Chi-Yang Kuo, Ming-Hsuan Tsai, and Chih-Yu Wang
    IEEE International Conference on Communications Workshops (ICC Workshops), 2023
    [paper]

  • Enabling Mobile Edge Computing for Battery-less Intermittent IoT Devices
    Yu-Tai Lin, Yu-Cheng Hsiao, and Chih-Yu Wang
    IEEE Global Communications Conference (GLOBECOM), 2021
    [paper]

  • Voting-Based Ensemble Model for Network Anomaly Detection
    Tzu-Hsin Yang, Yu-Tai Lin, Chao-Lun Wu, and Chih-Yu Wang
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
    [paper]

  • Video Popularity Prediction: An Autoencoder Approach With Clustering
    Yu-Tai Lin, Chia-Cheng Yen, and Jia-Shung Wang
    IEEE Access, volume 8, 2020
    [paper]

  • Cooperative Caching Plan of Popular Videos for Mobile Users by Grouping Preferences
    Yi-Ting Chen, Chia-Cheg Yen, Yu-Tai Lin, and Jia-Shung Wang
    International Conference on Pervasive Intelligence and Computing (PiCom), 2018
    [paper]

Research & Work Experience

Research Assistant
Georgia Institute of Technology
Aug. 2022 - Present
Atlanta, USA
Research Assistant
Academia Sinica, Taiwan
Aug. 2020 - Jul. 2022
Taipei, Taiwan
Software Engineer
Synology Inc.
Nov. 2018 - Aug. 2020
New Taipei, Taiwan
Software Engineer (Intern)
GIGABYTE Inc.
Jul. 2014 - Aug. 2014
New Taipei, Taiwan

Education

Ph.D. in Electrical and Computer Engineering
Georgia Institute of Technology
Aug. 2022 - May 2027 (expected)
Atlanta, USA
M.S. in Computer Science
National Tsing Hua University
Sep. 2016 - Jun. 2018
Hsinchu, Taiwan
B.S. in Engineering Science
National Cheng Kong University
Sep. 2012 - Jun. 2016
Tainan, Taiwan