Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks. - Md. Ferdous Pervej; Le Thanh Tan; Rose Qingyang Hu (GLOBECOM, 2020)

User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks. - Md. Ferdous Pervej; Le Thanh Tan; Rose Qingyang Hu (GLOBECOM, 2020)

Dynamic Power Allocation and Virtual Cell Formation for Throughput-Optimal Vehicular Edge Networks in Highway Transportation. - Md. Ferdous Pervej; Shih-Chun Lin 002 (ICC Workshops, 2020)

Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach. - Md. Ferdous Pervej; Shih-Chun Lin 002 (VTC Fall, 2020)

Eco-Vehicular Edge Networks for Connected Transportation: A Decentralized Multi-Agent Reinforcement Learning Approach. - Md. Ferdous Pervej; Shih-Chun Lin 002 (CoRR, 2020)

Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles. - Md. Ferdous Pervej; Jianlin Guo; Kyeong Jin Kim; Kieran Parsons; Philip V. Orlik; Stefano Di Cairano; Marcel Menner; Karl Berntorp; Yukimasa Nagai; Huaiyu Dai (IV, 2022)

Efficient Content Delivery in Cache-Enabled VEN with Deadline-Constrained Heterogeneous Demands: A User-Centric Approach. - Md. Ferdous Pervej; Richeng Jin; Shih-Chun Lin 002; Huaiyu Dai (CoRR, 2022)

Resource Constrained Vehicular Edge Federated Learning With Highly Mobile Connected Vehicles. - Md. Ferdous Pervej; Richeng Jin; Huaiyu Dai (IEEE J. Sel. Areas Commun., 2023)

Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks. - Md. Ferdous Pervej; Andreas F. Molisch (ICC, 2024)

Online-Score-Aided Federated Learning: Taming the Resource Constraints in Wireless Networks. - Md. Ferdous Pervej; Minseok Choi; Andreas F. Molisch (CoRR, 2024)

Personalized Hierarchical Split Federated Learning in Wireless Networks. - Md. Ferdous Pervej; Andreas F. Molisch (CoRR, 2024)

Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands. - Md. Ferdous Pervej; Richeng Jin; Shih-Chun Lin 002; Huaiyu Dai (IEEE Trans. Veh. Technol., 2024)

Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity. - Md. Ferdous Pervej; Richeng Jin; Huaiyu Dai (IEEE Trans. Wirel. Commun., 2024)

Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks. - Md. Ferdous Pervej; Andreas F. Molisch (IEEE Trans. Wirel. Commun., 2025)

Double Directional Wireless Channel Generation: A Statistics-Informed Generative Approach. - Md. Ferdous Pervej; Patel Pratik; Koushik Manjunatha; Prasad Shamain; Andreas F. Molisch (CoRR, 2025)

Revenue Optimization in Video Caching Networks with Privacy-Preserving Demand Predictions. - Yijing Zhang; Md. Ferdous Pervej; Andreas F. Molisch (CoRR, 2025)

Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles. - Md. Ferdous Pervej; Richeng Jin; Md Moin Uddin Chowdhury; Simran Singh; Ismail Güvenç; Huaiyu Dai (CoRR, 2025)

Revenue Optimization in Wireless Video Caching Networks: A Privacy-Preserving Two-Stage Solution. - Yijing Zhang; Md. Ferdous Pervej; Andreas F. Molisch (CoRR, 2025)