Sotabase

Career

· Research Scientist, Machine Learning, Meta2025–
· Applied Scientist, Amazon2022–2022
· Machine Learning Researcher, Visa2021–2021
· Machine Learning Researcher, Visa2020–2020
· Doctor of Philosophy - PhD, Computer Science, University of Illinois at Urbana-Champaign2019–2025
· Research Assistant, National Taiwan University2018–2019
· Data Scientist, thingnario2017–2018
· Master of Science - MS, Computer Science, National Taiwan University2015–2018
· Web Engineering Intern, Yahoo2014–2014
· Firmware Testing Intern, IBM2013–2013
· Exchange, Computer Science, The University of British Columbia2013–2014
· Bachelor of Science - BS, Computer Science, National Taiwan University2010–2015

Publications (18)

Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN
IEEE International Conference on Computer Vision · 2019
205
cited
Do Pre-trained Models Benefit Equally in Continual Learning?
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2022
35
cited
Deep Long Audio Inpainting
arXiv.org · 2019
33
cited
WiFi action recognition via vision-based methods
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2016
24
cited
Phosphoproteomics Identified an NS5A Phosphorylation Site Involved in Hepatitis C Virus Replication*
Journal of Biological Chemistry · 2015
23
cited
Location-Independent WiFi Action Recognition via Vision-based Methods
ACM Multimedia · 2016
20
cited
Phosphorylation of Serine 235 of the Hepatitis C Virus Non-Structural Protein NS5A by Multiple Kinases
PLoS ONE · 2016
18
cited
SEAWARE: Semantic Aware View Prediction System for 360-degree Video Streaming
IEEE International Symposium on Multimedia · 2020
18
cited
Serine 235 Is the Primary NS5A Hyperphosphorylation Site Responsible for Hepatitis C Virus Replication
Journal of Virology · 2017
16
cited
Sequential S232/S235/S238 Phosphorylation of the Hepatitis C Virus Nonstructural Protein 5A
Journal of Virology · 2018
13
cited
Learnable Gated Temporal Shift Module for Free-form Video Inpainting
British Machine Vision Conference · 2019
12
cited
We Can "See" You via Wi-Fi - WiFi Action Recognition via Vision-based Methods
2016
8
cited
Differential Proteomics Reveals Discrete Functions of Proteins Interacting with Hypo- vs. Hyper-Phosphorylated NS5A of the Hepatitis C Virus.
Journal of Proteome Research · 2019
6
cited
We Can "See" You via Wi-Fi - An Overview and Beyond
arXiv.org · 2016
4
cited
E-commerce Query-based Generation based on User Review
arXiv.org · 2020
1
cited
Learnable Gated Temporal Shift Module for Free-form Video Inpainting.
2019
1
cited
Metadata-Augmented Neural Networks for Cross-Location Solar Irradiation Prediction from Satellite Images
Redefine the A in ABR for 360-degree Videos: A Flexible ABR Framework
IEEE International Symposium on Multimedia · 2020
Sotabase
Lee, Kuan-Ying | Researcher Profile | Sotabase | Sotabase