3 papers
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…
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…