3 papers
eess.SP2025
Featureless Wireless Communications using Enhanced Autoencoder
Ruhui Zhang, Wei Lin, Binbin Chen
Artificial intelligence (AI) techniques, particularly autoencoders (AEs), have gained significant attention in wireless communication systems. This paper investigates using an AE t…
cs.LG2025
Semantic-guided Representation Learning for Multi-Label Recognition
Ruhui Zhang, Hezhe Qiao, Pengcheng Xu +2
Multi-label Recognition (MLR) involves assigning multiple labels to each data instance in an image, offering advantages over single-label classification in complex scenarios. Howev…
cs.IT2024
Convolutional Coded Poisson Receivers
Cheng-En Lee, Kuo-Yu Liao, Hsiao-Wen Yu +3
In this paper, we present a framework for convolutional coded Poisson receivers (CCPRs) that incorporates spatially coupled methods into the architecture of coded Poisson receivers…