Power Allocation in Multi-user Cellular Networks With Deep Q Learning Approach. - Fan Meng 004; Peng Chen 018; Lenan Wu (CoRR, 2018)

NN-based IDF demodulator in band-limited communication system. - Fan Meng 004; Peng Chen 018; Lenan Wu (IET Commun., 2018)

Automatic Modulation Classification: A Deep Learning Enabled Approach. - Fan Meng 004; Peng Chen 018; Lenan Wu; Xianbin Wang 001 (IEEE Trans. Veh. Technol., 2018)

Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches. - Fan Meng 004; Peng Chen 018; Lenan Wu; Julian Cheng (IEEE Trans. Wirel. Commun., 2020)

Learning-Aided Beam Management for mmWave High-Speed Railway Networks. - Yuqi Zhang; Shengheng Liu; Zhaohua Lu; Fan Meng 004; Yongming Huang 001 (GLOBECOM, 2021)

Learning to Predict and Optimize Imperfect MIMO System Performance: Framework and Application. - Jingyi Su; Fan Meng 004; Shengheng Liu; Yongming Huang 001; Zhaohua Lu (GLOBECOM, 2022)

Adaptive mm Wave Beam Tracking in 3D Scenes via Multi - Agent Deep Q Learning. - Yuncheng Lu; Fan Meng 004; Yongming Huang 001; Zhaohua Lu; Fei Yu 003 (WCSP, 2022)

Learnable Model-Driven Performance Prediction and Optimization for Imperfect MIMO System: Framework and Application. - Fan Meng 004; Shengheng Liu; Yongming Huang 001; Zhaohua Lu (CoRR, 2022)

Learning-Aided Beam Prediction in mmWave MU-MIMO Systems for High-Speed Railway. - Fan Meng 004; Shengheng Liu; Yongming Huang 001; Zhaohua Lu (IEEE Trans. Commun., 2022)

Traffic-Aware Hierarchical Beam Selection for Cell-Free Massive MIMO. - Chenyang Wang; Cheng Zhang 004; Fan Meng 004; Yongming Huang 001 (WCSP, 2023)

Entropy-based Probing Beam Selection and Beam Prediction via Deep Learning. - Fan Meng 004; Cheng Zhang 004; Yongming Huang 001; Zhilei Zhang; Xiaoyu Bai; Zhaohua Lu (CoRR, 2024)

TDoA positioning with data-driven LoS inference in mmWave MIMO communications. - Fan Meng 004; Shengheng Liu; Songtao Gao; Yiming Yu; Cheng Zhang 004; Yongming Huang 001; Zhaohua Lu (Signal Process., 2024)

Traffic-Aware Hierarchical Beam Selection for Cell-Free Massive MIMO. - Chenyang Wang; Cheng Zhang 004; Fan Meng 004; Yongming Huang 001; Wei Zhang 001 (IEEE Trans. Commun., 2024)

Joint Optimization of Data- and Model-Driven Probing Beams and Beam Predictor. - Tianheng Lu; Fan Meng 004; Zhilei Zhang; Yongming Huang 001; Cheng Zhang 004; Xiaoyu Bai (IEEE Wirel. Commun. Lett., 2025)