Dianxin Luan

According to our database, Dianxin Luan authored at least 12 papers between 2021 and 2026.

Collaborative distances:

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

2026

SL-FAC: A Communication-Efficient Split Learning Framework with Frequency-Aware Compression.

Zehang Lin, Miao Yang, Haihan Zhu, Zheng Lin, Jianhao Huang, Jing Yang, Guangjin Pan, Dianxin Luan, Zihan Fang, Shunzhi Zhu, Wei Ni, John S. Thompson

CoRR, April, 2026

Conflict-Aware Client Selection for Multi-Server Federated Learning.

Mingwei Hong, Zheng Lin, Zehang Lin, Lin Li, Miao Yang, Xia Du, Zihan Fang, Zhaolu Kang, Dianxin Luan, Shunzhi Zhu

CoRR, February, 2026

MambaNet: Mamba-assisted Channel Estimation Neural Network With Attention Mechanism.

Dianxin Luan, Chengsi Liang, Jie Huang, Zheng Lin, Kaitao Meng, John Thompson, Cheng-Xiang Wang

CoRR, January, 2026

Robust Channel Estimation for Optical Wireless Communications Using Neural Network.

Dianxin Luan, John S. Thompson

IEEE Wirel. Commun. Lett., 2026

Achieving Robust Channel Estimation Neural Networks by Designed Training Data.

Dianxin Luan, John S. Thompson

IEEE Trans. Cogn. Commun. Netw., 2026

2025

Sample Efficient Experience Replay in Non-stationary Environments.

Tianyang Duan, Zongyuan Zhang, Songxiao Guo, Yuanye Zhao, Zheng Lin, Zihan Fang, Yi Liu, Dianxin Luan, Dong Huang, Heming Cui, Yong Cui

CoRR, September, 2025

LEED: A Highly Efficient and Scalable LLM-Empowered Expert Demonstrations Framework for Multi-Agent Reinforcement Learning.

Tianyang Duan, Zongyuan Zhang, Songxiao Guo, Dong Huang, Yuanye Zhao, Zheng Lin, Zihan Fang, Dianxin Luan, Heming Cui, Yong Cui

CoRR, September, 2025

2024

Dataset for the manuscript of Analysis on constructing the training data to train neural networks for channel estimation.

Dianxin Luan

Dataset, June, 2024

2023

Channelformer: Attention Based Neural Solution for Wireless Channel Estimation and Effective Online Training.

Dianxin Luan, John S. Thompson

IEEE Trans. Wirel. Commun., October, 2023

Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data.

Dianxin Luan, John S. Thompson

Proceedings of the IEEE International Conference on Communications, 2023

2022

Attention Based Neural Networks for Wireless Channel Estimation.

Dianxin Luan, John Thompson

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

2021

Low Complexity Channel estimation with Neural Network Solutions.

Dianxin Luan, John Thompson

Proceedings of the 25th International ITG Workshop on Smart Antennas, 2021