Detection Algorithm Based on Deep Learning for the Multi-user MIMO-NOMA System. - Wenwu Xie; Jian Xiao 003; Xin Peng 002 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2020)

Deep Learning-Based Modulation Detection for NOMA Systems. - Wenwu Xie; Jian Xiao 003; Jinxia Yang; Ji Wang 004; Xin Peng 002; Chao Yu 003; Peng Zhu (KSII Trans. Internet Inf. Syst., 2021)

Multi-Task Learning-Based Channel Estimation for RIS Assisted Multi-User Communication Systems. - Wenwu Xie; Jian Xiao 003; Peng Zhu; Chao Yu 003 (IEEE Commun. Lett., 2022)

Quan-Transformer Based Channel Feedback for RIS-Aided Wireless Communication Systems. - Wenwu Xie; Jian Zou; Jian Xiao 003; Min Li; Xin Peng 002 (IEEE Commun. Lett., 2022)

Deep Compressed Sensing-Based Cascaded Channel Estimation for RIS-Aided Communication Systems. - Wenwu Xie; Jian Xiao 003; Peng Zhu; Chao Yu 003; Liang Yang 001 (IEEE Wirel. Commun. Lett., 2022)

Multi-Task Learning Based Channel Estimation for Hybrid-Field STAR-RIS Systems. - Jian Xiao 003; Ji Wang 004; Yuanwei Liu; Wenwu Xie; Jun Wang 119; Shouyin Liu (GLOBECOM, 2023)

Multi-Scale Supervised Learning-Based Channel Estimation for RIS-Aided Communication Systems. - Jian Xiao 003; Ji Wang 004; Wenwu Xie; Xinhua Wang 002; Chaowei Wang; Hongbo Xu (WCNC, 2023)

U-MLP-Based Hybrid-Field Channel Estimation for XL-RIS Assisted Millimeter-Wave MIMO Systems. - Jian Xiao 003; Ji Wang 004; Zhao Chen 002; Guangming Huang (IEEE Wirel. Commun. Lett., 2023)

Deep Reinforcement Learning for Shared Offloading Strategy in Vehicle Edge Computing. - Xin Peng 002; Zhengke Han; Wenwu Xie; Chao Yu 003; Peng Zhu; Jian Xiao 003; Jinxia Yang (IEEE Syst. J., 2023)

Multi-Scale Attention Based Channel Estimation for RIS-Aided Massive MIMO Systems. - Jian Xiao 003; Ji Wang 004; Zhaolin Wang; Wenwu Xie; Yuanwei Liu (IEEE Trans. Wirel. Commun., 2024)

Multi-Task Learning for Near/Far Field Channel Estimation in STAR-RIS Networks. - Jian Xiao 003; Ji Wang 004; Zhaolin Wang; Jun Wang 119; Wenwu Xie; Yuanwei Liu (IEEE Trans. Commun., 2024)

Wideband Beamforming for RIS Assisted Near-Field Communications. - Ji Wang 004; Jian Xiao 003; Yixuan Zou; Wenwu Xie; Yuanwei Liu (IEEE Trans. Wirel. Commun., 2024)

Deep Receiver for Multi-Layer Data Transmission with Superimposed Pilots. - Jian Zou; Jian Xiao 003; Qingyu Mao; Shuai Liu; Bohuai Xiao; Yongsheng Liang (ICASSP, 2025)

Hybrid Near/Far-Field Channel Prediction for RIS-Aided LEO Satellite Networks. - Jian Xiao 003; Ji Wang 004; Xingwang Li 001; Wenwu Xie; Nguyen Cong Luong 001; Arumugam Nallanathan (IEEE Commun. Lett., 2025)

Signal-Guided Masked Autoencoder for Wireless Positioning With Limited Labeled Samples. - Ji Wang 004; Wei Fang; Jian Xiao 003; Zheng Yi; Le Zheng; Fan Liu 005 (IEEE Trans. Veh. Technol., 2025)

A Lightweight Channel Prediction Network for UAV-LEO Satellite Communications. - Jun Wang 119; Shenyi Gong; Jian Xiao 003; Peiqing Guo; Ji Wang 004; Wenwu Xie; Xingwang Li 001 (IEEE Wirel. Commun. Lett., 2025)

Distributed Learning-Based Channel Estimation and Feedback for RIS-Aided Wireless Communications. - Jian Zou; Qingyu Mao; Jian Xiao 003; Shuai Liu; Yongsheng Liang (IEEE Wirel. Commun. Lett., 2025)

OFDM-PASS: Frequency-Selective Modeling and Analysis for Pinching-Antenna Systems. - Jian Xiao 003; Ji Wang 004; Ming Zeng 002; Yuanwei Liu; George K. Karagiannidis (CoRR, 2025)

Wireless AI Evolution: From Statistical Learners to Electromagnetic-Guided Foundation Models. - Jian Xiao 003; Ji Wang 004; Kunrui Cao; Xingwang Li 001; Zhao Chen 002; Chau Yuen (CoRR, 2025)

Deep Learning Based Joint Channel Estimation and Positioning for Sparse XL-MIMO OFDM Systems. - Zhongnian Li; Chao Zheng; Jian Xiao 003; Ji Wang 004; Gongpu Wang; Ming Zeng 002; Octavia A. Dobre (CoRR, 2025)

Channel Estimation for Pinching-Antenna Systems (PASS). - Jian Xiao 003; Ji Wang 004; Yuanwei Liu (IEEE Commun. Lett., 2025)