2 papers
cs.LG2024
Tailored Federated Learning: Leveraging Direction Regulation & Knowledge Distillation
Huidong Tang, Chen Li, Huachong Yu +2
Federated learning (FL) has emerged as a transformative training paradigm, particularly invaluable in privacy-sensitive domains like healthcare. However, client heterogeneity in da…
cs.LG2024
When Molecular GAN Meets Byte-Pair Encoding
Huidong Tang, Chen Li, Yasuhiko Morimoto
Deep generative models, such as generative adversarial networks (GANs), are pivotal in discovering novel drug-like candidates via de novo molecular generation. However, traditional…