Author

Dianxin Luan

Observed name: Luan, Dianxin

Institutions: Xiamen University of Technology, University of Edinburgh

Observed institutions: Xiamen University of Technology, University of Edinburgh

ORCID: 0000-0001-7761-1596

Observed ORCID: 0000-0001-7761-1596

OpenAlex ID: A5035272930

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

2023 · Dianxin Luan, John S. Thompson · IEEE Transactions on Wireless Communications · 91

Attention Based Neural Networks for Wireless Channel Estimation

2022 · Dianxin Luan, John Thompson · IEEE Vehicular Technology Conference · 54

Low Complexity Channel estimation with Neural Network Solutions

2022 · Luan, Dianxin, Thompson, John · arXiv (Cornell University) · 23

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

2025 · Duan, Tianyang, Zhang, Zongyuan, et al. · arXiv (Cornell University) · 14

Conflict-aware Client Selection for Multi-server Federated Learning

2026 · Mingwei Hong, Zheng Lin, et al. · 9

Achieving Robust Channel Estimation Neural Networks by Designed Training Data

2025 · Dianxin Luan, John S. Thompson · IEEE Transactions on Cognitive Communications and Networking · 8

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

2023 · Dianxin Luan, John Thompson · International Conference on Communications · 6

Robust Channel Estimation for Optical Wireless Communications Using Neural Network

2026 · Dianxin Luan, John Thompson · IEEE Wireless Communications Letters · 4

Sample Efficient Experience Replay in Non-Stationary Environments

2026 · Tianyang Duan, Zongyuan Zhang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2

Conflict-Aware Client Selection for Multi-Server Federated Learning

2026 · Mingwei Hong, Zheng Lin, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1

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

2026 · Lin, Zehang, Yang, Miao, et al. · arXiv (Cornell University) · 1

Hybrid Mamba-Attention Neural Architecture for Channel Estimation

2026 · Luan, Dianxin, Liang, Chengsi, et al. · arXiv (Cornell University) · 1

On the Downlink Performance of Active STAR-RIS assisted UAV networks with NOMA

2026 · Sheng Hao, Yinyi Chen, et al. · IEEE Transactions on Vehicular Technology · 1

Achieving Robust Channel Estimation Neural Networks on Doppler effects by Designed Training Data

2026 · Luan, Dianxin, Thompson, John · arXiv (Cornell University)

Wideband Phased-Array Meta-Antenna without Air Cavity for Ku-Band Satellite Communication

2026 · Qing You, Dianxin Luan, et al. · IEEE MTT-S International Microwave Workshop Series on Advanced Materials and Processes for RF and THz Applications (IMWS-AMP)

Achieving Robust Channel Estimation Neural Networks by Designed Training Data

2026 · Luan, Dianxin · Edinburgh Research Explorer (University of Edinburgh)

Works count: 20

Citation count: 215

H-index: 6

I10-index: 4