Publications
Publications
[11] F. Solat and J. Lee; "Energy- and AoI-Aware Hierarchical Personalized Federated Learning for Distributed Edge Systems with Selective Module Exchange", (Under review).
[10] F. Solat, L. M. Dang, and H. Moon; "XPromptFed: Lightweight Federated Prompt Tuning for Personalized and Multilingual LLM Adaptation in IoT Edge Systems", (Under review).
[9] F. Solat, J. Lee, H. Huang, S. G. Choi, and H. V. Poor; "Proxy-model Based Personalized Federated Learning for In-Home Health Monitoring", IEEE Transactions on Consumer Electronics, (Under Minor Revision).
[8] F. Solat and J. Lee; "Optimizing Client Participation in Communication-Constrained Federated LLM Adaptation with LoRA", Sensors Journal, (2025). [Link]
[7] F. Solat, J. Lee, M. Seif, D. Niyato, and H. V. Poor; "Federated Learning-Enabled Hybrid Language Model for Communication-Efficient Token Transmission", IEEE Internet of Things, (2025). [Link]
[6] M. Na, S. Cho, F. Solat, T. Na, and J. Lee; “Energy-Efficient Hybrid Federated and Centralized Learning for Edge-Based Wireless Traffic Prediction in Aerial Networks”, IEEE Access, (2024). [Link]
[5] F. Solat, J. Lee, and D. Niyato; “Split Federated Learning-Empowered Energy-Efficient Mobile Traffic Prediction Over UAVs”, IEEE Wireless Communications Letters, (2024). [Link]
[4] F. Solat, S. Patni, S. Lim, and J. Lee; “Heterogeneous Privacy Level-based Client Selection for Hybrid Federated and Centralized Learning in Mobile Edge Computing”, IEEE Access, (2024). [Link]
[3] J. Lee, F. Solat, T. Y. Kim, and H. V. Poor; “Federated Learning-Empowered Mobile Network Management for 5G and Beyond Networks: From Access to Core”, IEEE Communications Surveys & Tutorials, (2024). [Link]
[2] F. Solat, T. Y. Kim, and J. Lee; “A novel group management scheme of clustered federated learning for mobile traffic prediction in mobile edge computing systems”, Journal of Communications and Networks, 25.4 (2023): 480-490. [Link]
[1] M. Fathian, H. Sharifi, and F. Solat; “Investigating the Effect of Gamification Mechanics on Customer Loyalty in Online Stores”, Journal of Information Technology Management, 11.4 (2019): 1-23. [Link]
Conferences
[5] F. Solat; "A Public Data-Driven Framework for Agricultural Product Price Forecasting: Inspired by Korean Agricultural Cooperatives in the Rice Sector", 2nd International Conference on Iran’s Cooperative Economy, (2025). [Link]
[4] F. Solat; "Prompt-to-Mission: Federated LLM Planning for UAV-Based Forest Fire Response in Multilingual Scenarios", Korea Computer Congress (KCC), (2025). [Link]
[3] M Fathian and F. Solat; "Investigating the impact of gamification on improving employee performance", CIVILICA, (2020). [Link]
[2] J. Bagherinejad and F. Solat; "Business intelligence search using SWOT", CIVILICA, 2017. [Link]
[1] F. Solat; "A review of Iran and the world fiscal policies in recent years", CIVILICA, (2017). [Link]