Yuhao Ni

Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences

Recent advances in immunology and synthetic biology have accelerated the development of deep generative methods for DNA sequence design. Two dominant approaches in this field are AutoRegressive (AR) models and Diffusion Models (DMs). However, genomic sequences are functionally heterogeneous, consist…