Tianao Xiang

According to our database, Tianao Xiang authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

KAFL-HD: Knowledge Alignment in Asynchronous Federated Learning With Heterogeneous Data.

Mingjian Zhi, Yuanguo Bi, Lin Cai, Tianao Xiang

IEEE Trans. Mob. Comput., June, 2026

Joint Optimization of Dynamic Batching and Adaptive Partitioning for Distributed LLMs Inference in Mobile Edge Computing.

Tong Zheng, Yuanguo Bi, Guangjie Han, Tianao Xiang, Lexi Xu, Qiang He, Liang Zhao

IEEE Trans. Mob. Comput., June, 2026

Mobility Resilient Vehicular Federated Learning: Enhancing Training Efficiency in Dynamic Environments.

Tianao Xiang, Yuanguo Bi, Lin Cai, Mingjian Zhi

IEEE Trans. Mob. Comput., February, 2026

2025

FLAD: Federated Learning for LLM-based Autonomous Driving in Vehicle-Edge-Cloud Networks.

Tianao Xiang, Mingjian Zhi, Yuanguo Bi, Lin Cai, Yuhao Chen

CoRR, November, 2025

Knowledge-Aware Parameter Coaching for Communication-Efficient Personalized Federated Learning in Mobile Edge Computing.

Mingjian Zhi, Yuanguo Bi, Lin Cai, Wenchao Xu, Haozhao Wang, Tianao Xiang, Qiang He

IEEE Trans. Mob. Comput., January, 2025

ESR-MHFL: Edge Server Reallocation for Multi-Hierarchical Federated Learning.

Tianao Xiang, Yuanguo Bi, Lin Cai, Chong Yu, Mingjian Zhi, Rongfei Zeng, Tom H. Luan

IEEE Trans. Serv. Comput., 2025

2024

Federated Learning With Dynamic Epoch Adjustment and Collaborative Training in Mobile Edge Computing.

Tianao Xiang, Yuanguo Bi, Xiangyi Chen, Yuan Liu, Boyang Wang, Xuemin Shen, Xingwei Wang

IEEE Trans. Mob. Comput., May, 2024

Knowledge-Aware Parameter Coaching for Personalized Federated Learning.

Mingjian Zhi, Yuanguo Bi, Wenchao Xu, Haozhao Wang, Tianao Xiang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024