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Dr. Yinhua Piao
Dr. Yinhua Piao
Mentors: Prof. Sungsoo Ahn, Prof. Woo Youn Kim
Keywords: AI Virtual Cell, Drug Discovery, LLM, AI for Science
Institution conferring the doctoral degree: Seoul National University
Thesis: Subgraph-informed Hierarchical Learning in Clinical and Biomedical Domains (PI: Prof. Sun Kim)
E-mail: yinhua.piao@kaist.ac.kr
Research Interest Description:
Developing causal and knowledge-augmented AI frameworks (e.g., LLMs + graph + flow/diffusion models) to model and predict single-cell perturbations and cellular state transitions.
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