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Zhuoran Xiao
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2020 – today
- 2024
- [j4]Zhuoran Xiao, Zhaoyang Zhang, Zirui Chen, Zhaohui Yang, Chongwen Huang, Xiaoming Chen:
From Data-Driven Learning to Physics-Inspired Inferring: A Novel Mobile MIMO Channel Prediction Scheme Based on Neural ODE. IEEE Trans. Wirel. Commun. 23(7): 7186-7199 (2024) - [c6]Tianyu Jiao, Chenhui Ye, Yihang Huang, Yijia Feng, Zhuoran Xiao, Yin Xu, Dazhi He, Yunfeng Guan, Bei Yang, Jiang Chang, Liyu Cai, Qi Bi:
6G-Oriented CSI-Based Multi-Modal Pre-Ttaining and Downstream Task Adaptation Paradigm. ICC Workshops 2024: 1389-1394 - [i1]Zhuoran Xiao, Chenhui Ye, Yunbo Hu, Honggang Yuan, Yihang Huang, Yijia Feng, Liyu Cai, Jiang Chang:
LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation. CoRR abs/2410.03688 (2024) - 2023
- [j3]Zirui Chen, Zhaoyang Zhang, Zhuoran Xiao, Zhaohui Yang, Richeng Jin:
Deep Learning-Based Multi-User Positioning in Wireless FDMA Cellular Networks. IEEE J. Sel. Areas Commun. 41(12): 3848-3862 (2023) - [j2]Zirui Chen, Zhaoyang Zhang, Zhuoran Xiao, Zhaohui Yang, Kai-Kit Wong:
Viewing Channel as Sequence Rather Than Image: A 2-D Seq2Seq Approach for Efficient MIMO-OFDM CSI Feedback. IEEE Trans. Wirel. Commun. 22(11): 7393-7407 (2023) - [c5]Zirui Chen, Zhaoyang Zhang, Zhuoran Xiao, Chuanzhi Zhang, Zhaohui Yang:
CSI of Each Subcarrier is a Fingerprint: Multi-Carrier Cumulative Learning Based Positioning in Massive MIMO Systems. PIMRC 2023: 1-7 - 2022
- [j1]Zhuoran Xiao, Zhaoyang Zhang, Chongwen Huang, Xiaoming Chen, Caijun Zhong, Mérouane Debbah:
C-GRBFnet: A Physics-Inspired Generative Deep Neural Network for Channel Representation and Prediction. IEEE J. Sel. Areas Commun. 40(8): 2282-2299 (2022) - [c4]Zhuoran Xiao, Zhaoyang Zhang, Zirui Chen, Zhaohui Yang, Richeng Jin:
Mobile MIMO Channel Prediction with ODE-RNN: a Physics-Inspired Adaptive Approach. PIMRC 2022: 1301-1307 - [c3]Zirui Chen, Zhaoyang Zhang, Zhuoran Xiao:
Viewing the MIMO Channel as Sequence Rather than Image: A Seq2Seq Approach for Efficient CSI Feedback. WCNC 2022: 2292-2297 - 2021
- [c2]Zhuoran Xiao, Zhaoyang Zhang, Chongwen Huang, Caijun Zhong, Xiaoming Chen:
GPAE-LSTMnet: A Novel Learning Structure for Mobile MIMO Channel Prediction. PIMRC 2021: 1-6 - [c1]Zhuoran Xiao, Zhaoyang Zhang, Chongwen Huang, Qianqian Yang, Xiaoming Chen:
Channel Prediction Based on A Novel Physics-Inspired Generative Learning Structure. VTC Fall 2021: 1-6
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