I am a second-year undergraduate at HKUST(GZ), majoring in Data Science. I’m currently a member of DI² Lab working with my mentor Zhangyi HU and Prof. Yutao YUE. My current research interest involves time series forcasting and reinforcement learning.
In the future, I wish I could have the chance to decode the mechanism inside LLMs, interpreting both human and machine congnition.
🔥 News
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2024.11: 🎉🎉 Received the National Scholarship from the Ministry of Education of the People’s Republic of China.
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2024.10: 🎉🎉 Won Gold Medal and Nomination Prize for Best New Basic Part at the International Genetically Engineered Machine Competition (iGEM).
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2024.07: 🎉🎉 Appointed as a Senate Member of HKUST(GZ).
📝 Recent Blog Posts
Machine Learning for Recommender Systems
Understanding Transformers in Natural Language Processing
Computer Vision Applications in Healthcare
📝 Publications & Research
🎖 Honors and Awards
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2024.11 National Scholarship, Ministry of Education of the People’s Republic of China (Sole awardee in the whole campus)
- Sole awardee in the campus
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2024.10 Gold Medal and Nomination Prize for Best New Basic Part as team leader, International Genetically Engineered Machine Competition (iGEM)
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2023.09 Freshman Scholarship, The Hong Kong University of Science and Technology (Guangzhou)
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2021.10, 2022.10 First Prize in China High School Biology Olympiad, Botanical Society of China
📖 Education
- 2023.09 - 2027.06 (Expected), BSc in HKUST(GZ)
- Current GPA: 3.979, Rank: 1/137.
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2020.09 - 2023.06, Foshan Nanhai Shimen Middle School
- 2017.09 - 2020.06, Foshan Huaying School
💻 Projects & Experience
- 2024.12 - Present, Irregular Multivariate Time Series Prediction Using Visual Foundation Model, HKUST(GZ), Supervisor: Prof. Yutao YUE
- 2024.02 - 2024.10, Utilising Chromoprotein Expression to Counteract Coral Bleaching, Team Leader & Wet Lab Leader
- To address coral bleaching problems, designed a genetic circuit conditionally expressing chromoprotein regulated by heat and light intensity
- Initiated the project, formed the team, and oversaw all experimental workflows
- Designed the biological circuit and conducted characterization experiments for biological light sensors
🛠 Skills
- Programming Languages: Python (PyTorch, scikit-learn, pandas, numpy, matplotlib), C++
- Tools: Bash, Git, Vim, LaTeX, Markdown
- Biology Experiment Techniques: PCR, Oligo Annealing, Golden Gate Assembly, Gibson Assembly, Transformation, Flow Cytometry
- Languages: English (fluent), Chinese (native), Cantonese (elementary speaking; advanced listening)
💬 Leadership & Service
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2024.07 - Present, Senate Member, The Senate of HKUST(GZ)
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2023.10 - 2024.06, Community Leader, Residential College of HKUST(GZ)