Publication

International Journal

• "Trend-aware federated learning: Reducing communication via historical updates," in preparation. 

• K. Son, S. Park, and W. Choi, "Toward reliable coded matrix multiplication: A hybrid approach for stability and speed," under review.

• S. Park, T. Q.S. Quek, and H. Seo, "Pigeon-SL: Robust split learning framework for edge intelligence under malicious clients," under review. 

• S. Park and H. Seo, "Federated learning meets fluid antenna: Towards robust and scalable edge intelligence," under review.

• S. Park and H. Seo, "Balancing fairness in interference networks with fluid antenna receivers," under review.

• S. Park and W. Choi, "On the differential privacy in federated learning based on over-the-air computation," in IEEE Transactions on Wireless Communications, vol. 23, no. 5, pp. 4269-4283, May 2024.

• J. -P. Hong, S. Park and W. Choi, "Base station dataset-assisted broadband over-the-air aggregation for communication-efficient federated learning," in IEEE Transactions on Wireless Communications, vol. 22, no. 11, pp. 7259-7272, Nov. 2023. 

• S. Park and W. Choi, "Regulated subspace projection based local model update compression for communication-efficient federated learning," in IEEE Journal on Selected Areas in Communications, vol. 41, no. 4, pp. 964-976, April 2023.

• S. Park and W. Choi, "Byzantine fault tolerant distributed stochastic gradient descent based on over-the-air computation," in IEEE Transactions on Communications, vol. 70, no. 5, pp. 3204-3219, May 2022.

• H. Seo, K. Son, S. Park and W. Choi, "Communication-efficient private information acquisition: multicasting via crowding," in IEEE Transactions on Vehicular Technology, vol. 70, no. 7, pp. 7199-7204, July 2021.

• S. Park and W. Choi, "Transmitter current control and receiver coil selection in magnetic MIMO power transfer systems," in IEEE Wireless Communications Letters, vol. 9, no. 10, pp. 1782-1785, Oct. 2020.