Work
Here are some works of mine 📚
Projects
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.
3. ServingAgent
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.
4. ServingTemplate
ServingTemplate is a tool to auto gereate the model serving project template.
5. MagicComment
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.