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SOLAT FARANAKSADAT
FARANAKSADAT, SOLAT
IT융합대학
인공지능학과
연구분야
- 5G/6G Network Management,
- 5G/6G 네트워크 관리,
- Federated Learning (FL),
- Large Language Models (LLMs),
- 대형 언어 모델 (LLMs),
- 연합 학습 (FL)
자료 필터
자료유형
발행연도
2023 ~ 2025
2023 2025
키워드
언어
전체 7건 중 1번부터 7번까지의 결과를 표시합니다.
2025
Article
Federated Learning-Enabled Hybrid Language Models for Communication-Efficient Token Transmission
- Solat, Faranaksadat ;
- Lee, Joohyung ;
- Seif, Mohamed ;
- Niyato, Dusit ;
- Vincent Poor, H.
- 2025-12
- IEEE Internet of Things Journal
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
Optimizing Client Participation in Communication-Constrained Federated LLM Adaptation with LoRA
- 2025-10
- Sensors
- MDPI
2024
Article
Split Federated Learning-Empowered Energy-Efficient Mobile Traffic Prediction Over UAVs
- SOLAT, FARANAKSADAT ;
- Lee, Joohyung ;
- Niyato, Dusit
- 2024-11
- IEEE Wireless Communications Letters
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
Energy-Efficient Hybrid Federated and Centralized Learning for Edge-Based Wireless Traffic Prediction in Aerial Networks
- Na, Minsu ;
- Cho, Suhyun ;
- SOLAT, FARANAKSADAT ;
- Na, Taeheum ;
- Lee, Joohyung
- 2024-09
- IEEE Access
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
Heterogeneous Privacy Level-Based Client Selection for Hybrid Federated and Centralized Learning in Mobile Edge Computing
- SOLAT, FARANAKSADAT ;
- Patni, Sakshi ;
- Lim, Sunhwan ;
- Lee, Joohyung
- 2024-07
- IEEE Access
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
Federated Learning-Empowered Mobile Network Management for 5G and Beyond Networks: From Access to Core
- Lee, Joohyung ;
- Solat, Faranaksadat ;
- Kim, Tae Yeon ;
- Poor, H. Vincent
- 2024-04
- IEEE Communications Surveys and Tutorials
- Institute of Electrical and Electronics Engineers Inc.
2023
Article
A Novel Group Management Scheme of Clustered Federated Learning for Mobile Traffic Prediction in Mobile Edge Computing Systems
- SOLAT, FARANAKSADAT ;
- Kim, Tae Yeon ;
- Lee, Joohyung
- 2023-08
- Journal of Communications and Networks
- 한국통신학회