My name is Yusuke Ozaki. I am an undergraduate student in Computer Science at Kwansei Gakuin University and an exchange student in the Department of Computer Science at the University at Albany, SUNY.
My long-term goal is to create living organisms with arbitrary, desired functions. To pursue this vision, I am interested in laboratory automation, including automated experiment execution and automated experimental design/planning. My current research focuses on protocol-aware active learning and preference modeling using Bayesian optimization.
Research interests: Bayesian Optimization, Active Learning, Graph Neural Networks (GNNs), AI for Science / Lab Automation, Single-cell omics & GRN inference
Hobbies: Brazilian Jiu-Jitsu, reading books.
News
- 2026Preprint: SPIN — Structural LLM Planning via Iterative Navigation (arXiv:2605.14051).
- Aug. 2025Began an exchange at the University at Albany, SUNY.
- 2025Poster at AutoML 2025 (Object-Flow Machine Learning) and an oral talk at the RIKEN BDR Student Symposium 2025.
- Jul. 2024Awarded the Keyence Foundation Student Scholarship.
Featured
- SPIN: Structural LLM Planning via Iterative Navigation for Industrial Tasks.