Wednesday | 04.15.2026 | 4:00 pm - 5:30 pm
Technical Session

Location: Room 405

 

A MAML-TCN-Based Approach to LEO Satellite Network Traffic Forecasting

Qing Chen and Siyuan Liu (Beijing University of Posts and Telecommunications, China); Liang Peng (PengchengLaboratory, China); Xiaoxiang Wang (Beijing University of Posts and Telecommunications, China)

Denoising-Enabled Semantic Communication for Robust Earth Observation in 6G Satellite Networks: A SwinTransformer Approach

Sheikh Salman Hassan (The University of Edinburgh, United Kingdom (Great Britain)); Loc X. Nguyen and Umer Majeed(Kyung Hee University, Korea (South)); Zhu Han (University of Houston, USA); Choong Seon Hong (Kyung HeeUniversity, Korea (South)); Tharmalingam Ratnarajah (San Diego State University, USA)

Cache Update in Recommendation-Aware LEO Satellite Networks via Deep Reinforcement Learning

Ramiz Sharafat Rajput and Xinming Zhang (University of Science and Technology of China, China)

STGREAD: A Graph Diffusion-Based Approach for Satellite Network Traffic Prediction

Peiqi Huang and Fanmeng Hong (Shanghai Jiao Tong University, China); Xiupu Lang (Shanghai JiaoTong University,China); Lin Sun and Haopeng Chen (Shanghai Jiao Tong University, China)

Deep Reinforcement Learning-Based Joint Access Control and Resource Allocation Scheme for LEO Satellite Network

Chong Xu (Beihang University, China); Feng Liu (Beijing University of Aeronautics and Astronautics, China); Junyi Yang,Haobin Mao and Zhenyu Xiao (Beihang University, China)