Hello, I'm Shiyang. 👋
I am a first-year Ph.D. student in Professor David van Dijk's lab at Yale University. My work lies at the intersection of Large Language Models, Deep Learning, and Agent Systems.
Prior to Yale, I earned my M.S. from Columbia University and hold a B.Sc. in Statistics from the University of British Columbia. My research focuses on developing foundation models and agentic systems to unravel the complexities of biological systems.
🔥 News
2024.09
Started Ph.D. journey at Yale University in Prof. David van Dijk's lab! 🎉
2024.05
Graduated with M.S. from Columbia University. 🎓
📖 Education
Yale University
2024 - PresentPh.D. in Computer Science
Advisor: Prof. David van Dijk
Columbia University
2022 - 2024M.S. in Operation Research
University of British Columbia
2018 - 2022B.Sc. in Statistics
🌟 Selected Publications
Intelligence at the Edge of Chaos
arXiv preprint, 2024
A novel framework exploring the intersection of complexity theory and neural network dynamics.
Scaling Large Language Models for Next-Generation Single-Cell Analysis
bioRxiv, 2025
Developing foundation models specifically designed for single-cell genomics data analysis.
RankAdaptor: Hierarchical Dynamic Low-Rank Adaptation for Structural Pruned LLMs
arXiv preprint, 2024
Novel approach for efficient fine-tuning of large language models through dynamic rank adaptation.
📝 All Publications
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