Shengheng Liu

80 papers A* 4B 4Misc 2Journal 59Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient rank-recovery-based coherent source localization framework for non-uniform FDA.
Signal Process.
Feng Shi, Shengheng Liu, Hao Chi Zhang, Kaiyan Xu, Le Peng Zhang, Qi Yang
2026 J jnl
Integrated User Scheduling and Beam Steering in Over-the-Air Federated Learning for Mobile IoT.
ACM Trans. Internet Techn.
Shengheng Liu, Ningning Fu, Zhonghao Zhang, Yongming Huang, Tony Q. S. Quek
2026 J jnl
Sparse coarray manifold separation for efficient cellular localization using coprime array.
Signal Process.
Shengheng Liu, Yonghe Shang, Wang Zheng, Peng Liu, Yongming Huang
2025 J jnl
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing.
ACM Trans. Sens. Networks
Shengheng Liu, Ningning Fu
2025 A* conf
Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning.
AAAI
Shengheng Liu, Tianqi Zhang, Ningning Fu, Yongming Huang
2025 J jnl
Globally fused hierarchical transformer for nonuniform frequency diverse arrays.
Digit. Signal Process.
Han Zhang, Shengheng Liu, Hao Chi Zhang, Le Peng Zhang, Tong Chen
2025 J jnl
Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT.
CoRR
Shengheng Liu, Ningning Fu, Zhonghao Zhang, Yongming Huang, Tony Q. S. Quek
2025 J jnl
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB.
CoRR
Shengheng Liu, Xingkang Li, Zihuan Mao, Peng Liu, Yongming Huang
2025 J jnl
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB.
ACM Trans. Sens. Networks
Shengheng Liu, Zihuan Mao, Xingkang Li, Mengguan Pan, Peng Liu, Yongming Huang, Xiaohu You
2025 J jnl
Multi-Grained Spatial-Temporal Feature Complementarity for Accurate Online Cellular Traffic Prediction.
ACM Trans. Knowl. Discov. Data
Ningning Fu, Shengheng Liu, Weiliang Xie, Yongming Huang
2025 J jnl
Multi-grained spatial-temporal feature complementarity for accurate online cellular traffic prediction.
CoRR
Ningning Fu, Shengheng Liu, Weiliang Xie, Yongming Huang
2025 J jnl
TRANM: Decoherenced DoA estimation for automotive radar using generalized sparse arrays.
Signal Process.
Shengheng Liu, Zihuan Mao, Yiran Liu, Tai Fei, Markus Gardill, Yongming Huang
2024 J jnl
Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems.
CoRR
Fanfei Xu, Shengheng Liu, Zihuan Mao, Shangqing Shi, Dazhuan Xu, Dongming Wang, Yongming Huang
2024 A* conf
Access Point Deployment for Localizing accuracy and User Rate in Cell-Free Systems.
MobiCom
Fanfei Xu, Shengheng Liu, Zihuan Mao, Shangqing Shi, Dazhuan Xu, Dongming Wang, Yongming Huang
2024 J jnl
Design and performance validation of CWT-MCA based interference mitigation for automotive radars.
Digit. Signal Process.
Shengheng Liu, Zheng Zhang, Tai Fei, Zhihan Gong, Lian Kou, Danfeng Shan, Lei Li, Yongming Huang
2024 J jnl
Fine-grained graph representation learning for heterogeneous mobile networks with attentive fusion and contrastive learning.
CoRR
Shengheng Liu, Tianqi Zhang, Ningning Fu, Yongming Huang
2024 A* conf
Lightweight Deep Learning for AoA-Based 5G Multi-Source Localization in Low SNR Conditions.
MobiCom
Shitao Li, Shengheng Liu, Xingkang Li, Peng Liu, Yongming Huang
2024 A* conf
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB.
AAAI
Shengheng Liu, Xingkang Li, Zihuan Mao, Peng Liu, Yongming Huang
2024 J jnl
Model-driven deep neural network for enhanced direction finding with commodity 5G gNodeB.
CoRR
Shengheng Liu, Zihuan Mao, Xingkang Li, Mengguan Pan, Peng Liu, Yongming Huang, Xiao-Hu Yu
2024 J jnl
Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks.
CoRR
Chunmei Xu, Shengheng Liu, Yongming Huang, Björn E. Ottersten, Dusit Niyato
2024 J jnl
Super-resolution delay-Doppler estimation for OTFS-based automotive radar.
Signal Process.
Shengheng Liu, Han Zhang, Lei Li, Zhihan Gong, Yongming Huang, Jinhong Yuan
2024 J jnl
TDoA positioning with data-driven LoS inference in mmWave MIMO communications.
Signal Process.
Fan Meng, Shengheng Liu, Songtao Gao, Yiming Yu, Cheng Zhang, Yongming Huang, Zhaohua Lu
2023 — conf
5G NR Monostatic Positioning with Array Impairments: Data-and-Model-Driven Framework and Experiment Results.
ISACom@MobiCom
Shengheng Liu, Hao Wang, Mengguan Pan, Peng Liu, Yahui Ma, Yongming Huang
2023 — conf
Automatic Driving Scenarios: A Cross-Domain Approach for Object Detection.
ICANN (7)
Shengheng Liu, Jiacheng Chen, Lei Li, Yahui Ma, Yongming Huang
2023 J jnl
Fast Direct Localization for Millimeter Wave MIMO Systems via Deep ADMM Unfolding.
IEEE Wirel. Commun. Lett.
Wenzhe Fan, Shengheng Liu, Chunguo Li, Yongming Huang
2023 J jnl
Link-Level Simulator for 5G Localization.
IEEE Trans. Wirel. Commun.
Xinghua Jia, Peng Liu, Wangdong Qi, Shengheng Liu, Yongming Huang, Wang Zheng, Mengguan Pan, Xiaohu You
2023 — conf
Super-Resolution Delay-Doppler Estimation for OTFS Radar.
ICC Workshops
Zhihan Gong, Shengheng Liu, Lei Li, Yongming Huang, Jinhong Yuan
2023 J jnl
Toward 6G TKμ Extreme Connectivity: Architecture, Key Technologies and Experiments.
IEEE Wirel. Commun.
Xiaohu You, Yongming Huang, Shengheng Liu, Dongming Wang, Junchao Ma, Chuan Zhang, Hang Zhan, Cheng Zhang, Jiao Zhang, Zening Liu, Jin Li, Min Zhu, Jianjie You, Dongjie Liu, Yang Cao, Shiwen He, Guanghui He, Fengyi Yang, Yang Liu, Jianjun Wu, Jianmin Lu, Ge Li, Xiaowu Chen, Wenguang Chen, Wen Gao
2022 J jnl
A Novel Spatiotemporal Saliency Method for Low-Altitude Slow Small Infrared Target Detection.
IEEE Geosci. Remote. Sens. Lett.
Dongdong Pang, Tao Shan, Pengge Ma, Wei Li, Shengheng Liu, Ran Tao
2022 J jnl
Cramér-Rao Bound of Joint DOA-Range Estimation for Coprime Frequency Diverse Arrays.
Remote. Sens.
Zihuan Mao, Shengheng Liu, Si Qin, Yongming Huang
2022 J jnl
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching.
IEEE J. Sel. Areas Commun.
Shengheng Liu, Chong Zheng, Yongming Huang, Tony Q. S. Quek
2022 — conf
Doppler Diversity Reception for OTFS Modulation.
VTC Spring
Zhihan Gong, Shengheng Liu, Yongming Huang
2022 J jnl
Efficient Joint DOA and TOA Estimation for Indoor Positioning With 5G Picocell Base Stations.
IEEE Trans. Instrum. Meas.
Mengguan Pan, Peng Liu, Shengheng Liu, Wangdong Qi, Yongming Huang, Xiaohu You, Xinghua Jia, Xiaodong Li
2022 J jnl
Joint DoA-Range Estimation Using Space-Frequency Virtual Difference Coarray.
IEEE Trans. Signal Process.
Zihuan Mao, Shengheng Liu, Yimin D. Zhang, Leixin Han, Yongming Huang
2022 J jnl
Learnable Model-Driven Performance Prediction and Optimization for Imperfect MIMO System: Framework and Application.
CoRR
Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu
2022 B conf
Learning to Predict and Optimize Imperfect MIMO System Performance: Framework and Application.
GLOBECOM
Jingyi Su, Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu
2022 J jnl
Learning-Aided Beam Prediction in mmWave MU-MIMO Systems for High-Speed Railway.
CoRR
Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu
2022 J jnl
Learning-Aided Beam Prediction in mmWave MU-MIMO Systems for High-Speed Railway.
IEEE Trans. Commun.
Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu
2022 — conf
Link-Level Simulator for 5G Localization.
GLOBECOM (Workshops)
Xinghua Jia, Peng Liu, Shengheng Liu, Xiaodong Li, Wangdong Qi
2022 — conf
Peak-to-Average Power Ratio Reduction via Symbol Precoding in OTFS Modulation.
VTC Spring
Jingyi Su, Shengheng Liu, Yongming Huang, Jinhong Yuan
2022 J jnl
Radar Point Clouds Processing for Human Activity Classification Using Convolutional Multilinear Subspace Learning.
IEEE Trans. Geosci. Remote. Sens.
Xingshuai Qiao, Yuan Feng, Shengheng Liu, Tao Shan, Ran Tao
2022 J jnl
Toward 6G TKμ Extreme Connectivity: Architecture, Key Technologies and Experiments.
CoRR
Xiaohu You, Yongming Huang, Shengheng Liu, Dongming Wang, Junchao Ma, Wei Xu, Chuan Zhang, Hang Zhan, Cheng Zhang, Jiao Zhang, Jin Li, Min Zhu, Jianjie You, Dongjie Liu, Shiwen He, Guanghui He, Fengyi Yang, Yang Liu, Jianjun Wu, Jianmin Lu, Ge Li, Xiaowu Chen, Wenguang Chen, Wen Gao
2022 J jnl
Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile Edge Computing Networks.
CoRR
Chong Zheng, Shengheng Liu, Yongming Huang, Wei Zhang, Luxi Yang
2022 J jnl
Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile-Edge Computing Networks.
IEEE Internet Things J.
Chong Zheng, Shengheng Liu, Yongming Huang, Wei Zhang, Luxi Yang
2021 J jnl
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching.
CoRR
Shengheng Liu, Chong Zheng, Yongming Huang, Tony Q. S. Quek
2021 J jnl
Efficient Multitask Structure-Aware Sparse Bayesian Learning for Frequency-Difference Electrical Impedance Tomography.
IEEE Trans. Ind. Informatics
Shengheng Liu, Yongming Huang, Hancong Wu, Chao Tan, Jiabin Jia
2021 J jnl
Hybrid Policy Learning for Energy-Latency Tradeoff in MEC-Assisted VR Video Service.
CoRR
Chong Zheng, Shengheng Liu, Yongming Huang, Luxi Yang
2021 J jnl
Hybrid Policy Learning for Energy-Latency Tradeoff in MEC-Assisted VR Video Service.
IEEE Trans. Veh. Technol.
Chong Zheng, Shengheng Liu, Yongming Huang, Luxi Yang
2021 J jnl
Learning Rate Optimization for Federated Learning Exploiting Over-the-Air Computation.
IEEE J. Sel. Areas Commun.
Chunmei Xu, Shengheng Liu, Zhaohui Yang, Yongming Huang, Kai-Kit Wong
2021 J jnl
Learning Rate Optimization for Federated Learning Exploiting Over-the-air Computation.
CoRR
Chunmei Xu, Shengheng Liu, Zhaohui Yang, Yongming Huang, Dusit Niyato, Kai-Kit Wong
2021 B conf
Learning-Aided Beam Management for mmWave High-Speed Railway Networks.
GLOBECOM
Yuqi Zhang, Shengheng Liu, Zhaohua Lu, Fan Meng, Yongming Huang
2021 Misc conf
Low-Complexity Parameter Learning for OTFS Modulation Based Automotive Radar.
ICASSP
Chenwen Liu, Shengheng Liu, Zihuan Mao, Yongming Huang, Haiming Wang
2021 J jnl
Multi-Agent Reinforcement Learning Based Distributed Transmission in Collaborative Cloud-Edge Systems.
IEEE Trans. Veh. Technol.
Chunmei Xu, Shengheng Liu, Cheng Zhang, Yongming Huang, Zhaohua Lu, Luxi Yang
2021 — conf
Over-the-air Learning Rate Optimization for Federated Learning.
ICC Workshops
Chunmei Xu, Shengheng Liu, Yongming Huang, Chongwen Huang, Zhaoyang Zhang
2021 J jnl
Performance evaluation and parameter optimization of sparse Fourier transform.
Signal Process.
Hongchi Zhang, Tao Shan, Shengheng Liu, Ran Tao
2021 B conf
Privacy-Preserving Federated Reinforcement Learning for Popularity-Assisted Edge Caching.
GLOBECOM
Chong Zheng, Shengheng Liu, Yongming Huang, Tony Q. S. Quek
2021 J jnl
Rank Minimization-Based Toeplitz Reconstruction for DoA Estimation Using Coprime Array.
IEEE Commun. Lett.
Shengheng Liu, Zihuan Mao, Yimin D. Zhang, Yongming Huang
2021 J jnl
True-data testbed for 5G/B5G intelligent network.
Intell. Converged Networks
Yongming Huang, Shengheng Liu, Cheng Zhang, Xiaohu You, Hequan Wu
2020 J jnl
Infrared Dim and Small Target Detection Based on Greedy Bilateral Factorization in Image Sequences.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dongdong Pang, Tao Shan, Wei Li, Pengge Ma, Shengheng Liu, Ran Tao
2020 — conf
Joint User Scheduling and Beam Selection in mmWave Networks Based on Multi-Agent Reinforcement Learning.
SAM
Chunmei Xu, Shengheng Liu, Cheng Zhang, Yongming Huang, Luxi Yang
2020 B conf
MEC-Enabled Wireless VR Video Service: A Learning-Based Mixed Strategy for Energy-Latency Tradeoff.
WCNC
Chong Zheng, Shengheng Liu, Yongming Huang, Luxi Yang
2020 J jnl
Optimized sparse fractional Fourier transform: Principle and performance analysis.
Signal Process.
Hongchi Zhang, Tao Shan, Shengheng Liu, Ran Tao
2020 J jnl
Time Sequence Learning for Electrical Impedance Tomography Using Bayesian Spatiotemporal Priors.
IEEE Trans. Instrum. Meas.
Shengheng Liu, Ruisong Cao, Yongming Huang, Taweechai Ouypornkochagorn, Jiabin Jia
2020 J jnl
True-data Testbed for 5G/B5G Intelligent Network.
CoRR
Yongming Huang, Shengheng Liu, Cheng Zhang, Xiaohu You, Hequan Wu
2019 J jnl
Accelerated Structure-Aware Sparse Bayesian Learning for Three-Dimensional Electrical Impedance Tomography.
IEEE Trans. Ind. Informatics
Shengheng Liu, Hancong Wu, Yongming Huang, Yunjie Yang, Jiabin Jia
2019 J jnl
Coherent Detection Algorithm for Radar Maneuvering Targets Based on Discrete Polynomial-Phase Transform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Cunsuo Pang, Shengheng Liu, Yan Han
2019 — conf
FPGA Prototyping of A Millimeter-Wave Multiple Gigabit WLAN System.
SiPS
Dongming Ren, Kang Chen, Shengheng Liu, Yongming Huang
2018 — conf
A Multi-Channel Partial-Update Algorithm for Sea Clutter Suppression in Passive Bistatic Radar.
SAM
Yahui Ma, Shengheng Liu, Jun Lu
2018 J jnl
Detection of weak astronomical signals with frequency-hopping interference suppression.
Digit. Signal Process.
Shengheng Liu, Yimin D. Zhang, Tao Shan
2018 J jnl
High-Speed Target Detection Algorithm Based on Sparse Fourier Transform.
IEEE Access
Cunsuo Pang, Shengheng Liu, Yan Han
2018 J jnl
Image Reconstruction in Electrical Impedance Tomography Based on Structure-Aware Sparse Bayesian Learning.
IEEE Trans. Medical Imaging
Shengheng Liu, Jiabin Jia, Yimin D. Zhang, Yunjie Yang
2018 J jnl
Structure-Aware Bayesian Compressive Sensing for Frequency-Hopping Spectrum Estimation With Missing Observations.
IEEE Trans. Signal Process.
Shengheng Liu, Yimin D. Zhang, Tao Shan, Ran Tao
2017 — conf
Fast ISAR imaging based on sparse fourier transform algorithm.
ICAIT
Jiaqi Lin, Yuan Feng, Shengheng Liu
2017 J jnl
Research on joint segment optimisation and stereo matching.
IET Commun.
Jianguo Liu, Li Yu, Xuesong Li, Shengheng Liu
2016 J jnl
A Novel Clutter Cancellation Method Utilizing Joint Multi-Domain Information for Passive Radar.
IEICE Trans. Commun.
Yonghui Zhai, Ding Wang, Jiang Wu, Shengheng Liu
2016 Misc conf
Automatic human fall detection in fractional fourier domain for assisted living.
ICASSP
Shengheng Liu, Zhengxin Zeng, Yimin D. Zhang, Tingting Fan, Tao Shan, Ran Tao
2016 J jnl
Improvement of Auctioneer's Revenue under Incomplete Information in Cognitive Radio Networks.
IEICE Trans. Inf. Syst.
Jun Ma, Yonghong Zhang, Shengheng Liu
2016 J jnl
Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT.
Sensors
Cunsuo Pang, Yan Han, Huiling Hou, Shengheng Liu, Nan Zhang
2014 J jnl
Multi-channel NLMS-based sea clutter cancellation in passive bistatic radar.
IEICE Electron. Express
Tao Shan, Yahui Ma, Ran Tao, Shengheng Liu
2014 J jnl
Sparse Discrete Fractional Fourier Transform and Its Applications.
IEEE Trans. Signal Process.
Shengheng Liu, Tao Shan, Ran Tao, Yimin D. Zhang, Guo Zhang, Feng Zhang, Yue Wang