Hello! I am a first year PhD student at Washington University in St. Louis majoring in Computer Science. I’m fortunately advised by Prof. Yixin Chen. I earned my master’s degree at Zhejiang University, fortunately 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
- 2024.12: 🧑💻🧑💻 After reaching an agreement with our cooperated hospital and company, we can finally open-sourced the code for MBrain. Check the code here
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- 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
MBrain is the first generalized self-supervised learning framework, which can be applied to pre-train both EEG and SEEG signals.
📖 Educations
- 2024.08 - present, PhD, Washington University in St. Louis, Saint Louis.
- 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, Machine Learning Engineer, Alibaba, China.
