Bio
Currently, I am a third-year Ph.D. candidate at University of Massachusetts Amherst under the advisory of
Prof. Tongping Liu and
Prof. Hui Guan.
I got my B.Eng. degree from the University of Electronic Science and Technology of China.
My research interests mainly focus on the following topics:
- Machine Learning System. improve ML performance (e.g., speed, scalability, reliability) through innovations in algorithms and programming systems
- Multitask learning, model compression and sparse model acceleration.
- Computer Vision in images and videos. Specifically, face recognition & generation using GANs.
NEWS
Education
University of Massachusetts Amherst
University of Chinese Academy of Sciences
Ph.D. in Computer Software and Theory
Institute of Information Engineering, CAS
University of Electronic Science and Technology of China
B.Eng. in Computer Science and Technology
Overall GPA: 3.8/4.0 Top: 10%
Thesis: Design and implementation of network application recognition system
based on traffic data
Experience
Adobe Research
College Park, MD, May 2023 - Aug. 2023
Document intelligence Group
Mentor& Manager: Dr. Curtis Wigington
topics: Efficient On-Device Cloud Hybrid Models for Document Intelligence
TikTok R&D System
New York City, USA, May 2022 - Aug. 2022
Heterogeneous Computing Group
Mentor& Manager: Dr. Pengcheng Li
topics: GPU Cache management for ByteGNN
JD AI Research CV Lab
Beijing, China, Oct. 2020 - Jul. 2021
Human Face Group
Mentor: Dr. Yinglu Liu, Manager: Dr. Hailin Shi
topics: GAN-based FaceSwap
FaceBeauty: Skin smooth, Thin face & Enlarge eyes
DigitalMan: Facial expression manipulation
This is a FaceSwap presentation.
Service
Teaching Assistant: 2021fall ECE-201 Analytical Tools for ECE
Conference Sub-reviewer: ICDCS 2021, BigData 2021, PPoPP'2022
Organizer: IEEE ICME 2021 the 3rd Grand Challenge of 106-Point Facial Landmark Localization