APA (7th ed.) Citation

Yang, X., Xie, T., Liwang, M., Shang, C., Lu, Y., Jiao, Z., . . . Hosseinalipour, S. (2026). ELSA: Efficient LLM-Centric Split Aggregation for Privacy-Aware Hierarchical Federated Learning over the Network Edge.

Chicago Style (17th ed.) Citation

Yang, Xiaohong, Tong Xie, Minghui Liwang, Chikai Shang, Yang Lu, Zhenzhen Jiao, Liqun Fu, and Seyyedali Hosseinalipour. ELSA: Efficient LLM-Centric Split Aggregation for Privacy-Aware Hierarchical Federated Learning over the Network Edge. 2026.

MLA (9th ed.) Citation

Yang, Xiaohong, et al. ELSA: Efficient LLM-Centric Split Aggregation for Privacy-Aware Hierarchical Federated Learning over the Network Edge. 2026.