Hello! I am a PhD student at Washington University in St. Louis majoring in Computer Science. I earned my master’s degree at Zhejiang University, luckily advised by Prof. Yang Yang, and my bachelor’s degree from Huazhong University of Science and Technology. I also worked as a full-time Machine Learning Engineer at Alibaba for over a year.
My research interests primarily include Machine Learning and Data Mining, with a particular focus on time series and graph, and it’s applications in healthcare, social media, etc. During my tenure with Alibaba, I also developed keen interests in LLMs and Foundation Models (in time series and graph).
🔥 News
- 2024.08: ✨✨ I started pursuing my PhD Degree in WashU.
📝 Publications
MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals
Donghong Cai, Junru Chen, Yang Yang, Teng Liu, Yafeng Li
- The first work to design a generalized self-supervised learning framework, which can be applied to pre-train both EEG and SEEG signals.
- Code and Data Statement: Due to the requirements of the partner company, unable to be open sourced now.
📖 Educations
- 2024.08 - present, PhD, Washington University in St. Louis, STL.
- 2020.09 - 2023.03, Master, Zhejiang University, Hangzhou.
- 2016.09 - 2020.06, Undergraduate, Huazhong University of Science and Technology, Wuhan.
💻 Internships and Professional Experiences
- 2023.04 - 2024.07, Alibaba, China.
