Qingsong Liu

From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing

Yin Huang, Qingsong Liu, Jie Xu

Mobile crowdsensing (MC) recruits mobile users to perform sensing tasks using their smartphones, enabling large-scale applications such as traffic monitoring and environmental sensing. A fundamental challenge is online worker recruitment under uncertainty, where the platform must…Read more