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S

Shengheng Liu

Purple Mountain Laboratories

27H-index
127Paper Count
2.6KCitation Count
Published Papers 34
Publication Date
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Learnable Model-Driven Performance Prediction and Optimization for Robust Regularized Zero-Forcing Precoding in MIMO Communications
errChinese Journal of Electronics
IF3
err2026-05-01
err0
PREAI
errMeng, Fan; Liu, Shengheng; Wang, Zheng; Zhang, Cheng; Huang, Yongming
errShare
errSave
Integrated User Scheduling and Beam Steering in Over-the-Air Federated Learning for Mobile IoT
errACM Transactions on Internet Technology
IF4.1
err2026-02-01
err0
PREAI
errLiu, Shengheng; Fu, Ningning; Zhang, Zhonghao; Huang, Yongming; Quek, Tony
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errSave
Switcher-HNet: A switchable hierarchical network for tree species classification from forest stand to individual tree tasks
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2025-11-05
err0
PREAI
errShengheng Liu; Xiang Li; Zhen Zhen; Yinghui Zhao
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errSave
Efficient rank-recovery-based coherent source localization framework for non-uniform FDA
errSignal Processing
IF3.6
err2025-09-18
err0
PREAI
errFeng Shi; Shengheng Liu; Hao Chi Zhang; Kaiyan Xu; Le Peng Zhang; Qi Yang
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errSave
Multi-Grained Spatial-Temporal Feature Complementarity for Accurate Online Cellular Traffic Prediction
errACM Transactions on Knowledge Discovery from Data
IF4.8
err2025-09-08
err0
PREAI
errNingning Fu; Shengheng Liu; Weiliang Xie; Yongming Huang
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errSave
Sparse coarray manifold separation for efficient cellular localization using coprime array
errSignal Processing
IF3.6
err2025-06-21
err0
PREAI
errShengheng Liu; Yonghe Shang; Wang Zheng; Peng Liu; Yongming Huang
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errSave
TRANM: Decoherenced DoA estimation for automotive radar using generalized sparse arrays
errSIGNAL PROCESSING
IF3.6
err2025-06-01
err0
PREAI
errLiu, Shengheng; Mao, Zihuan; Liu, Yiran; Fei, Tai; Gardill, Markus; Huang, Yongming
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errSave
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing
errACM TRANSACTIONS ON SENSOR NETWORKS
IF4.7
err2025-03-01
err0
PREAI
errLiu, Shengheng; Fu, Ningning
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errSave
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB
errACM TRANSACTIONS ON SENSOR NETWORKS
IF4.7
err2025-01-14
err0
PREAI
errLiu, Shengheng; Mao, Zihuan; Li, Xingkang; Pan, Mengguan; Liu, Peng; Huang, Yongming; You, Xiaohu
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errSave
Super-resolution delay-Doppler estimation for OTFS-based automotive radar
errSIGNAL PROCESSING
IF3.6
err2024-11-01
err1
PREAI
errLiu, Shengheng; Zhang, Han; Li, Lei; Gong, Zhihan; Huang, Yongming; Yuan, Jinhong
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Guest Editorial Special Issue on Smartness and Robustness of Spatial Environment Perception in Automated Systems
errIEEE SENSORS JOURNAL
IF4.5
err2024-07-15
err0
PREAI
errFei, Tai; Mukhopadhyay, Subhas; Da Costa, Joao Paulo Javidi; Gardill, Markus; Liu, Shengheng; Roychaudhuri, Chirasree; Lan, Lan; Demitri, Nevine
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errSave
TDoA positioning with data-driven LoS inference in mmWave MIMO communications
errSIGNAL PROCESSING
IF3.6
err2024-07-01
err0
PREAI
errMeng, Fan; Liu, Shengheng; Gao, Songtao; Yu, Yiming; Zhang, Cheng; Huang, Yongming; Lu, Zhaohua
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errSave
Measurement of Time-Range-Angle-Dependent Beam Patterns of Frequency Diverse Arrays
errPROGRESS IN ELECTROMAGNETICS RESEARCH-PIER
IF9.3
err2024-01-01
err1
errOAAI
errZhang, Hao Chi; Zhang, Le Peng; Liu, Shengheng; Mao, Zihuan; Ma, Yahui; He, Pei Hang; Cui, Wen Yi; Huang, Yi Fei; Yang, Qi; Cui, Tie Jun
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errSave
Link-Level Simulator for 5G Localization
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2023-08-01
err6
errOAAI
errJia, Xinghua; Liu, Peng; Qi, Wangdong; Liu, Shengheng; Huang, Yongming; Zheng, Wang; Pan, Mengguan; You, Xiaohu
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errSave
TOWARD 6G TKM EXTREME CONNECTIVITY: ARCHITECTURE, KEY TECHNOLOGIES AND EXPERIMENTS
errIEEE WIRELESS COMMUNICATIONS
IF11.5
err2023-06-01
err32
PREAI
errYou, Xiaohu; Huang, Yongming; Liu, Shengheng; Wang, Dongming; Ma, Junchao; Zhang, Chuan; Zhan, Hang; Zhang, Cheng; Zhang, Jiao; Liu, Zening; Li, Jin; Zhu, Min; You, Jianjie; Liu, Dongjie; Cao, Yang; He, Shiwen; He, Guanghui; Yang, Fengyi; Liu, Yang; Wu, Jianjun; Lu, Jianmin; Li, Ge; Chen, Xiaowu; Chen, Wenguang; Gao, Wen
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errSave
Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile-Edge Computing Networks
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-12-01
err20
errOAAI
errZheng, Chong; Liu, Shengheng; Huang, Yongming; Zhang, Wei; Yang, Luxi
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errSave
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2022-03-01
err51
errOAAI
errLiu, Shengheng; Zheng, Chong; Huang, Yongming; Quek, Tony Q. S.
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errSave
Learning-Aided Beam Prediction in mmWave MU-MIMO Systems for High-Speed Railway
errIEEE TRANSACTIONS ON COMMUNICATIONS
IF8.3
err2022-01-01
err18
errOAAI
errMeng, Fan; Liu, Shengheng; Huang, Yongming; Lu, Zhaohua
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errSave
Radar Point Clouds Processing for Human Activity Classification Using Convolutional Multilinear Subspace Learning
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err6
PREAI
errQiao, Xingshuai; Feng, Yuan; Liu, Shengheng; Shan, Tao; Tao, Ran
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errSave
A Novel Spatiotemporal Saliency Method for Low-Altitude Slow Small Infrared Target Detection
errieee geoscience and remote sensing magazine
IF4.4
err2022-01-01
err52
PREAI
errPang, Dongdong; Shan, Tao; Ma, Pengge; Li, Wei; Liu, Shengheng; Tao, Ran
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
高
高雯 (Wen Gao)
H-index: 80 · Papers: 1.3K
李
李伟 (Wei Li)
H-index: 80 · Papers: 1.1K
T
Tony Q. S. Quek
H-index: 80 · Papers: 1.4K
K
Kai‐Kit Wong
H-index: 79 · Papers: 1.1K
S
Subhas Chandra Mukhopadhyay
H-index: 78 · Papers: 852
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