3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Knowledge-Aided Semantic Communication Leveraging Probabilistic Graphical Modeling
Haowen Wan, Qianqian Yang, Jiancheng Tang +1
In this paper, we propose a semantic communication approach based on probabilistic graphical model (PGM). The proposed approach involves constructing a PGM from a training dataset,…
cs.IT2023★ 3 cited
Information-Theoretic Limits on Compression of Semantic Information
Jiancheng Tang, Qianqian Yang, Zhaoyang Zhang
As conventional communication systems based on classic information theory have closely approached the limits of Shannon channel capacity, semantic communication has been recognized…