2 papers
q-bio.GN2024
Dy-mer: An Explainable DNA Sequence Representation Scheme using Dictionary Learning
Zhiyuan Peng, Naifan Zhang, Yuanbo Tang +1
DNA sequences encode critical genetic information, yet their variable length and discrete nature impede direct utilization in deep learning models. Existing DNA representation sche…
cs.LG2023
Explainable Trajectory Representation through Dictionary Learning
Yuanbo Tang, Zhiyuan Peng, Yang Li
Trajectory representation learning on a network enhances our understanding of vehicular traffic patterns and benefits numerous downstream applications. Existing approaches using cl…