| Resource constrained vehicular edge federated learning with highly mobile connected vehicles MF Pervej, R Jin, H Dai IEEE Journal on Selected Areas in Communications 41 (6), 1825-1844, 2023 | 66 | 2023 |
| Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach MF Pervej, SC Lin 2020 IEEE 92nd Vehicular Technology Conference (VTC-Fall), 1-7, 2020 | 27 | 2020 |
| Hierarchical federated learning in wireless networks: Pruning tackles bandwidth scarcity and system heterogeneity MF Pervej, R Jin, H Dai IEEE Transactions on Wireless Communications 23 (9), 11417-11432, 2024 | 23 | 2024 |
| Efficient content delivery in user-centric and cache-enabled vehicular edge networks with deadline-constrained heterogeneous demands MF Pervej, R Jin, SC Lin, H Dai IEEE Transactions on Vehicular Technology 73 (1), 1129-1145, 2023 | 18 | 2023 |
| Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles MF Pervej, J Guo, KJ Kim, K Parsons, P Orlik, SD Cairano, M Menner, ... 2022 IEEE Intelligent Vehicles Symposium (IV), 2022 | 18 | 2022 |
| Dynamic power allocation and virtual cell formation for Throughput-Optimal vehicular edge networks in highway transportation MF Pervej, SC Lin 2020 IEEE International Conference on Communications Workshops (ICC …, 2020 | 16 | 2020 |
| User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks MF Pervej, LT Tan, RQ Hu GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 14 | 2020 |
| Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks MF Pervej, LT Tan, RQ Hu GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-7, 2020 | 11 | 2020 |
| Resource-aware hierarchical federated learning in wireless video caching networks MF Pervej, AF Molisch IEEE Transactions on Wireless Communications, 2024 | 10 | 2024 |
| Communication and computation aware distributed machine learning for vehicular networks J Guo, F Pervej, KJ Kim, K Parsons, P Orlik, S Di Cairano, M Menner, ... US Patent 12,369,186, 2025 | 3 | 2025 |
| Resource-aware hierarchical federated learning for video caching in wireless networks MF Pervej, AF Molisch ICC 2024-IEEE International Conference on Communications, 4723-4729, 2024 | 2 | 2024 |
| Revenue Optimization in Video Caching Networks with Privacy-Preserving Demand Predictions Y Zhang, F Pervej, AF Molisch arXiv preprint arXiv:2505.07872, 2025 | 1 | 2025 |
| Online-score-aided federated learning: Taming the resource constraints in wireless networks F Pervej, M Choi, AF Molisch arXiv preprint arXiv:2408.05886, 2024 | 1 | 2024 |
| Vehicular network slicing for reliable access and deadline-constrained data offloading: A multi-agent on-device learning approach MF Pervej, SC Lin arXiv preprint arXiv:2012.15545, 2020 | 1 | 2020 |
| Revenue Optimization in Wireless Video Caching Networks: A Privacy-Preserving Two-Stage Solution Y Zhang, MF Pervej, AF Molisch arXiv preprint arXiv:2508.01898, 2025 | | 2025 |
| Double Directional Wireless Channel Generation: A Statistics-Informed Generative Approach MF Pervej, P Pratik, K Manjunatha, P Shamain, AF Molisch ICC 2025-IEEE International Conference on Communications, 01-07, 2025 | | 2025 |
| Personalized hierarchical split federated learning in wireless networks MF Pervej, AF Molisch ICC 2025-IEEE International Conference on Communications, 6118-6124, 2025 | | 2025 |
| Computation-and communication-efficient online FL for resource-constrained aerial vehicles F Pervej, R Jin, MMU Chowdhury, S Singh, I Güvenç, H Dai arXiv preprint arXiv:2506.02972, 2025 | | 2025 |
| Collaborative Edge and On-Device Learning in Wireless Networks Under Resource Constraints MDF Pervej North Carolina State University, 2023 | | 2023 |
| Edge Caching for Small Cell Networks MF Pervej Utah State University, 2019 | | 2019 |
Huaiyu DaiProfessor of Electrical and Computer Engineering, NC State UniversityVerified email at ncsu.edu
