Ninghui Jia

According to our database, Ninghui Jia authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

FedQClip: Accelerating Federated Learning via Quantized Clipped SGD.

Zhihao Qu, Ninghui Jia, Baoliu Ye, Shihong Hu, Song Guo

IEEE Trans. Computers, February, 2025

2024

Enhancing on-Device Inference Security Through TEE-Integrated Dual-Network Architecture.

Zhenyu Zhu, Zhihao Qu, Ninghui Jia, Wenxuan Zhou, Baoliu Ye

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Boosting MLPs on Graphs via Distillation in Resource-Constrained Environment.

Zhihui Yang, Zhihao Qu, Ninghui Jia, Shihong Hu, Baoliu Ye, Deze Zeng

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Personalized Federated Learning with Feature Alignment via Knowledge Distillation.

Guangfei Qi, Zhihao Qu, Shen-Huan Lyu, Ninghui Jia, Baoliu Ye

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

2021

Communication-efficient Federated Learning via Quantized Clipped SGD.

Ninghui Jia, Zhihao Qu, Baoliu Ye

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021