Communication-efficient Federated Learning via Quantized Clipped SGD. - Ninghui Jia; Zhihao Qu; Baoliu Ye (WASA (1), 2021)

Personalized Federated Learning with Feature Alignment via Knowledge Distillation. - Guangfei Qi; Zhihao Qu; Shen-Huan Lyu; Ninghui Jia; Baoliu Ye (PRICAI (2), 2024)

Boosting MLPs on Graphs via Distillation in Resource-Constrained Environment. - Zhihui Yang; Zhihao Qu; Ninghui Jia; Shihong Hu; Baoliu Ye; Deze Zeng (SMC, 2024)

Enhancing on-Device Inference Security Through TEE-Integrated Dual-Network Architecture. - Zhenyu Zhu; Zhihao Qu; Ninghui Jia; Wenxuan Zhou; Baoliu Ye (SMC, 2024)

FedQClip: Accelerating Federated Learning via Quantized Clipped SGD. - Zhihao Qu; Ninghui Jia; Baoliu Ye; Shihong Hu; Song Guo 001 (IEEE Trans. Computers, 2025)