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2020 – today
- 2026
[j3]Dianxin Luan
, John S. Thompson:
Achieving Robust Channel Estimation Neural Networks by Designed Training Data. IEEE Trans. Cogn. Commun. Netw. 12: 2311-2324 (2026)- [j2]Dianxin Luan, John S. Thompson:
Robust Channel Estimation for Optical Wireless Communications Using Neural Network. IEEE Wirel. Commun. Lett. 15: 1445-1448 (2026) - [i9]Dianxin Luan, Chengsi Liang, Jie Huang, Zheng Lin, Kaitao Meng, John Thompson, Cheng-Xiang Wang:
MambaNet: Mamba-assisted Channel Estimation Neural Network With Attention Mechanism. CoRR abs/2601.17108 (2026) - 2025
- [i8]Dianxin Luan, John S. Thompson:
Robust Channel Estimation for Optical Wireless Communications Using Neural Network. CoRR abs/2504.02134 (2025) - [i7]Dianxin Luan, John S. Thompson:
Achieving Robust Channel Estimation Neural Networks by Designed Training Data. CoRR abs/2507.12630 (2025) - [i6]Tianyang Duan, Zongyuan Zhang, Songxiao Guo, Dong Huang, Yuanye Zhao, Zheng Lin, Zihan Fang, Dianxin Luan, Heming Cui, Yong Cui:
LEED: A Highly Efficient and Scalable LLM-Empowered Expert Demonstrations Framework for Multi-Agent Reinforcement Learning. CoRR abs/2509.14680 (2025) - [i5]Tianyang Duan, Zongyuan Zhang, Songxiao Guo, Yuanye Zhao, Zheng Lin, Zihan Fang, Yi Liu, Dianxin Luan, Dong Huang, Heming Cui, Yong Cui:
Sample Efficient Experience Replay in Non-stationary Environments. CoRR abs/2509.15032 (2025) - 2024
- [d1]Dianxin Luan:
Dataset for the manuscript of Analysis on constructing the training data to train neural networks for channel estimation. IEEE DataPort, 2024
- 2023
- [j1]Dianxin Luan, John S. Thompson:
Channelformer: Attention Based Neural Solution for Wireless Channel Estimation and Effective Online Training. IEEE Trans. Wirel. Commun. 22(10): 6562-6577 (2023) - [c3]Dianxin Luan, John S. Thompson:
Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data. ICC 2023: 3462-3467 - [i4]Dianxin Luan, John Thompson:
Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data. CoRR abs/2302.02302 (2023) - [i3]Dianxin Luan, John Thompson:
Channelformer: Attention based Neural Solution for Wireless Channel Estimation and Effective Online Training. CoRR abs/2302.04368 (2023) - 2022
- [c2]Dianxin Luan, John Thompson:
Attention Based Neural Networks for Wireless Channel Estimation. VTC Spring 2022: 1-5 - [i2]Dianxin Luan, John Thompson:
Low Complexity Channel estimation with Neural Network Solutions. CoRR abs/2201.09934 (2022) - [i1]Dianxin Luan, John Thompson:
Attention Based Neural Networks for Wireless Channel Estimation. CoRR abs/2204.13465 (2022) - 2021
- [c1]Dianxin Luan, John Thompson:
Low Complexity Channel estimation with Neural Network Solutions. WSA 2021: 1-6
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