Zhuoran Xiao

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Prediction Accuracy

Driven Learning

Cellular Networks

Top Venues

IEEE J. Sel. Areas Commun.

IEEE Trans. Wirel. Commun.

Publications

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) (2024)
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)
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)
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) (2023)
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) (2023)
Zirui Chen, Zhaoyang Zhang, Zhuoran Xiao
Viewing the MIMO Channel as Sequence Rather than Image: A Seq2Seq Approach for Efficient CSI Feedback. WCNC (2022)
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) (2022)
Zhuoran Xiao, Zhaoyang Zhang, Zirui Chen, Zhaohui Yang, Richeng Jin
Mobile MIMO Channel Prediction with ODE-RNN: a Physics-Inspired Adaptive Approach. PIMRC (2022)
Zhuoran Xiao, Zhaoyang Zhang, Chongwen Huang, Qianqian Yang, Xiaoming Chen
Channel Prediction Based on A Novel Physics-Inspired Generative Learning Structure. VTC Fall (2021)
Zhuoran Xiao, Zhaoyang Zhang, Chongwen Huang, Caijun Zhong, Xiaoming Chen
GPAE-LSTMnet: A Novel Learning Structure for Mobile MIMO Channel Prediction. PIMRC (2021)