3 papers
cs.AI2026
PEAM: On-device Communication Agent for Personalized, Efficient and Autonomous Mobile Network Configuration
Haowen Wan, Shangzhuo Xie, Syue-Ju Syue +3
The growing deployment of compact large language models on smartphones is enabling autonomous on-device decision-making, such as emerging mobile GUI agents. However, many mobile de…
cs.LG2026
Adaptive Semantic Communication for Wireless Image Transmission Leveraging Mixture-of-Experts Mechanism
Haowen Wan, Qianqian Yang
Deep learning based semantic communication has achieved significant progress in wireless image transmission, but most existing schemes rely on fixed models and thus lack robustness…
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,…