Haiyan Lin

FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation

DNA-based data storage offers an attractive alternative to traditional media due to its exceptional density, durability, and sustainability. However, errors introduced across the DNA storage pipeline critically impede accurate sequence reconstruction from noisy sequencing reads. This paper addresses