JinYi Yoon
|
BIOGRAPHYI am a postdoctoral associate in the Department of Computer Science at Virginia Tech with Prof. Bo Ji. I have received my B.S., M.S., and Ph.D. degrees in the Department of Computer Science and Engineering from Ewha Womans University, Seoul, South Korea, in 2017, 2019, and 2022, respectively, with Prof. HyungJune Lee.
I have broad interests in the area of machine learning-driven networked systems and future-generation wireless networks. My current research focuses on edge intelligence and federated learning.
|
SELECTED PUBLICATIONS
- JinYi Yoon, Jeewoon Kim, Yeongsin Byeon, and HyungJune Lee, "VersatileFL: Volatility-Resilient Federated Learning in Wireless Edge Networks," IEEE International Conference on Sensing, Communication, and Networking (SECON), 2023.
- JinYi Yoon, Yeongsin Byeon, Jeewoon Kim, and HyungJune Lee, "EdgePipe: Tailoring Pipeline Parallelism with Deep Neural Networks for Volatile Wireless Edge Devices," IEEE Internet of Things Journal, Jul 2022.
- JinYi Yoon and HyungJune Lee, "PUFGAN: Embracing a Self-Adversarial Agent for Building a Defensible Edge Security Architecture," IEEE International Conference on Computer Communications (INFOCOM), Jul 2020. (Acceptance Ratio: 268/1354=19.8%)
- JinYi Yoon, A-Hyun Lee, and HyungJune Lee, "Rendezvous: Opportunistic Data Delivery to Mobile Users by UAVs Through Target Trajectory Prediction," IEEE Transactions on Vehicular Technology, Vol. 69, No. 2, pp. 2230-2245, Feb 2020.
- JinYi Yoon, YeonJin Jin, Narangerelt Batsoyol, and HyungJune Lee, "Adaptive Path Planning of UAVs for Delivering Delay-Sensitive Information to Ad-hoc Nodes," In Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), 2017.
HIGHLIGHTED ACTIVITIES
2024-2024
2022 2020 - 2021 2020 2019 2014 ~ 2017 2016 2016 2016 2016 2013 - 2015 2015 2015 2014 |
Virginia Tech Presidential Postdoctoral Fellowships
Outstanding Dissertation Award Solvay Scholarship (full tuition and research grants) Invited talk for Top Conference session at Korea Software Congress, 2020 Ewha Graduate Research Fellowship (for research excellence) Undergraduate researcher in Intelligent Networked Systems Lab Honorable Mention, ACM International Collegiate Programming Contest Google I/O 2016 121st, Google Code Jam to I/O for Women Honors Scholarship for Best GPA in Major (for academic excellence) Dean's List, Ewha Womans University Undergraduate Best Paper Awards, KICS Fall Conference, 2015 24th Place, ACM-ICPC Asia Daejeon KAIST Grand prize, 2014 E-PPER (Ewha Power ProgrammER) Contest |
|
CONTACT INFORMATION
|