A programmer for the fun of it.
I am now a research assistant in The Chinese University of Hong Kong, Shenzhen (opens new window) with Prof.Yu (opens new window). Before this, I worked as an engineer in Shenzhen Health Development Research and Data Management Center (opens new window).
- Machine Learning for Boolean Satisfiability Problem
- Machine Learning Systems
- Natural Language Processing
Education & Experiences
- The Chinese University of Hong Kong, Shenzhen (opens new window), research assistant with Prof.Yu (opens new window)
Apr. 2022 - Now
- Shenzhen Health Development Research and Data Management Center (opens new window), engineer
Dec. 2021 - Apr. 2022
- Southen University of Science and Technology (opens new window), research assistant with Prof.Wang (opens new window)
Mar. 2021 - Nov. 2021
- Yimian Network Technology (opens new window), algorithm engineer
July 2020 - Feb. 2021
- Harbin Institute of Technology (Joint Master Program with SUSTech) (opens new window), MEng under Prof.Wang (opens new window)
Sept. 2018 - July 2020
- Southen University of Science and Technology (opens new window), BEng
Sept. 2014 - July 2018
1. A steganography scheme based on adversarial examples (master thesis)
In this work, we regard the adversarial nature of the adversarial examples itself as information, which can be decoded by the specific model only.
2. Multi-task Learning for Aspect-based Sentiment Analysis (bachelor thesis)
This work proposes a deep multi-task learning framework for aspect term extraction (ATE). Furthermore, it presents a novel way to combines aspect term extraction and aspect sentiment classification into an individual task, which can avoid the error propagation from the pipeline approach.
ServingAgent is designed as a middleware for model serving between web server and model server to help the server improve the GPU utilization then speedup online inference.
ServingTemplate is a tool to auto gereate the model serving project template.
MagicComment is a Visual Studio Code extension, which will comment the uncomment part and uncomment the comment part when the selection content contains both of them.
Awards & Honors
- University Scholarship, SUSTech 2018 – 2019
- College Student Start-up Scholarship, SUSTech 2014 – 2017
- Tool: Git, Docker, Kubernetes, etc.