Ye Lin Tun

Swin Transformer-Based Dynamic Semantic Communication for Multi-User With Different Computing Capacity

2024 · IEEE Transactions on Vehicular Technology

Semantic communication has gained significant attention from researchers as a promising technique to replace conventional communication in the next generation of communication systems, primarily due to its ability to reduce communication costs. However, little literature …

Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training

2024 · arXiv (Cornell University)

Combining different data modalities enables deep neural networks to tackle complex tasks more effectively, making multimodal learning increasingly popular. To harness multimodal data closer to end users, it is essential to integrate multimodal learning with …