3 papers
cs.LG2025
Hierarchical Bayesian Model for Gene Deconvolution and Functional Analysis in Human Endometrium Across the Menstrual Cycle
Crystal Su, Kuai Yu, Mingyuan Shao +1
Bulk tissue RNA sequencing of heterogeneous samples provides averaged gene expression profiles, obscuring cell type-specific dynamics. To address this, we present a probabilistic h…
cs.LG2025
Integrating Ontologies with Large Language Models for Enhanced Control Systems in Chemical Engineering
Crystal Su, Kuai Yu, Jingrui Zhang +2
This work presents an ontology-integrated large language model (LLM) framework for chemical engineering that unites structured domain knowledge with generative reasoning. The propo…
cs.CV2025
LyTimeT: Towards Robust and Interpretable State-Variable Discovery
Kuai Yu, Crystal Su, Xiang Liu +3
Extracting the true dynamical variables of a system from high-dimensional video is challenging due to distracting visual factors such as background motion, occlusions, and texture…