Mengjie Yi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Data Collection

Heterogeneous Networks

Unmanned Aerial Vehicles

Reinforcement Learning

Top Venues

IEEE Internet Things J.

Publications

Xijun Wang, Mengjie Yi, Juan Liu, Yan Zhang, Meng Wang, Bo Bai
Cooperative Data Collection With Multiple UAVs for Information Freshness in the Internet of Things. IEEE Trans. Commun. 71 (5) (2023)
Mengjie Yi, Xijun Wang, Juan Liu, Yan Zhang, Ronghui Hou
Deep Reinforcement Learning for Energy-Efficient Fresh Data Collection in Rechargeable UAV-assisted IoT Networks. WCNC (2023)
Xijun Wang, Mengjie Yi, Juan Liu, Yan Zhang, Meng Wang, Bo Bai
Cooperative Data Collection with Multiple UAVs for Information Freshness in the Internet of Things. CoRR (2023)
Mengjie Yi, Xijun Wang, Juan Liu, Yan Zhang, Ronghui Hou
Multitask Transfer Deep Reinforcement Learning for Timely Data Collection in Rechargeable-UAV-Aided IoT Networks. IEEE Internet Things J. 10 (23) (2023)
Mengjie Yi, Xijun Wang, Juan Liu, Yan Zhang, Ronghui Hou
Compound-Action DRL for Timely Data Collection in UAV-Assisted IoT with Stochastic Arrival. ICCT (2023)
Mengjie Yi, Xijun Wang, Juan Liu, Yan Zhang, Ronghui Hou
Meta-Reinforcement Learning for Timely and Energy-efficient Data Collection in Solar-powered UAV-assisted IoT Networks. CoRR (2023)
Mengjie Yi, Yan Zhang, Xijun Wang, Chao Xu, Xiao Ma
Deep Reinforcement Learning for User Association in Heterogeneous Networks with Dual Connectivity. WCNC (2021)
Mengjie Yi, Xijun Wang, Juan Liu, Yan Zhang, Bo Bai
Deep Reinforcement Learning for Fresh Data Collection in UAV-assisted IoT Networks. INFOCOM Workshops (2020)
Mengjie Yi, Xijun Wang, Juan Liu, Yan Zhang, Bo Bai
Deep Reinforcement Learning for Fresh Data Collection in UAV-assisted IoT Networks. CoRR (2020)
Zhifang Liao, Mengjie Yi, Yan Wang, Shengzong Liu, Hui Liu, Yan Zhang, Yun Zhou
Healthy or Not: A Way to Predict Ecosystem Health in GitHub. Symmetry 11 (2) (2019)