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• Hui-Sheng Zhang
• Hui-sheng Zhang

• 2026
• 
  [j55]
  Ke Zhang,Huisheng Zhang:
  An adaptive complex-valued stepsize training scheme for complex-valued neural networks.J. Appl. Math. Comput.72(1):13 (2026)
• 2025
• 
  [j54]
  Chunyang Liu,Huisheng Zhang,Luyao Chen,Feng Li:
  Complex-valued random vector functional link neural network based on real augmented representation and its applications.Appl. Soft Comput.170:112682 (2025)
• 
  [j53]
  Zhenchao Hu,Jinwei Chen,Yuanfu Li,Jinzhi Lu,Huisheng Zhang,Dimitris Kiritsis:
  Product complexity management enabled by a model-based approach.Comput. Ind. Eng.200:110776 (2025)
• 
  [j52]
  Feiyu Zhang,Huisheng Zhang,Jian Wang:
  A widely linear noise-constrained adaptive filtering algorithm with a non-quadratic cost function.Digit. Signal Process.165:105333 (2025)
• 
  [j51]
  Li'ang Cao,Yuanfu Li,Jinwei Chen,Wenjie Wu,Huisheng Zhang:
  Dual-Channel Degradation Monitoring Based on Graph Neural Network for Aero-Engine Remaining Useful Life Prediction.IEEE Trans. Instrum. Meas.74:1-19 (2025)
• 2024
• 
  [j50]
  Shichao Zhai,Zhe Li,Huisheng Zhang,Lidan Wang,Shukai Duan,Jia Yan:
  A multilevel interleaved group attention-based convolutional network for gas detection via an electronic nose system.Eng. Appl. Artif. Intell.133:108038 (2024)
• 
  [j49]
  Ke Zhang,Huisheng Zhang,Xue Wang:
  A hybrid complex spectral conjugate gradient learning algorithm for complex-valued data processing.Eng. Appl. Artif. Intell.133:108352 (2024)
• 
  [j48]
  Mengying Jiang,Huisheng Zhang,Yuxuan Liu:
  Intuitionistic fuzzy broad learning system with a new non-membership function.Neural Comput. Appl.36(33):20699-20710 (2024)
• 
  [j47]
  Junling Jing,Cai Jinhang,Huisheng Zhang,Wenxia Zhang:
  Boundedness and Convergence of Mini-batch Gradient Method with Cyclic Dropconnect and Penalty.Neural Process. Lett.56(2):113 (2024)
• 
  [j46]
  Feng Li,Yaokai Hu,Huisheng Zhang,Ansheng Deng,Jacek M. Zurada:
  A Group Regularization Framework of Convolutional Neural Networks Based on the Impact of Lₚ Regularizers on Magnitude.IEEE Trans. Syst. Man Cybern. Syst.54(12):7434-7444 (2024)
• 2023
• 
  [j45]
  Qianen He,Huisheng Zhang,Zhiqiang Mei,Xiuying Xu:
  High accuracy intelligent real-time framework for detecting infant drowning based on deep learning.Expert Syst. Appl.228:120204 (2023)
• 
  [j44]
  Huisheng Zhang,Chunmei Qi,Qingqing Ma,Dongpo Xu:
  Performance bounds of complex-valued nonlinear estimators in learning systems.Neurocomputing557:126681 (2023)
• 
  [j43]
  Ying Zhang,Jianing Wei,Dongpo Xu,Huisheng Zhang:
  Batch Gradient Training Method with Smoothing Group L₀ Regularization for Feedfoward Neural Networks.Neural Process. Lett.55(2):1663-1679 (2023)
• 
  [j42]
  Yuanfu Li,Yao Chen,Zhenchao Hu,Huisheng Zhang:
  Remaining useful life prediction of aero-engine enabled by fusing knowledge and deep learning models.Reliab. Eng. Syst. Saf.229:108869 (2023)
• 
  [j41]
  Yuanfu Li,Yifan Chen,Haonan Shao,Huisheng Zhang:
  A novel dual attention mechanism combined with knowledge for remaining useful life prediction based on gated recurrent units.Reliab. Eng. Syst. Saf.239:109514 (2023)
• 
  [j40]
  Wenjiao Xie,Huisheng Zhang:
  Patterned Reed-Muller Sequences with Outer A-Channel Codes and Projective Decoding for Slot-Controlled Unsourced Random Access.Sensors23(11):5239 (2023)
• 
  [j39]
  Wenjiao Xie,Runhe Tian,Huisheng Zhang:
  Iterative List Patterned Reed-Muller Projection Detection-Based Packetized Unsourced Massive Random Access.Sensors23(14):6596 (2023)
• 
  [j38]
  Qianen He,Zhiqiang Mei,Huisheng Zhang,Xiuying Xu:
  Automatic Real-Time Detection of Infant Drowning Using YOLOv5 and Faster R-CNN Models Based on Video Surveillance.J. Soc. Comput.4(1):62-73 (2023)
• 
  [j37]
  Huisheng Zhang,Zaiqiang Wang,Dehao Chen,Shuai Zhu,Dongpo Xu:
  Quaternion Extreme Learning Machine Based on Real Augmented Representation.IEEE Signal Process. Lett.30:175-179 (2023)
• 
  [c35]
  Wenjiao Xie,Huisheng Zhang:
  Unsourced Random Access Exploiting Patterned Reed-Muller Codes and Projective Decoding.GLOBECOM2023:6753-6758
• 
  [c34]
  Zijian Wang,Mingye Han,Huisheng Zhang,Jia Yan:
  A Double-Level Interleaved Group Convolutional Network in the Frequency Domain for E-Nose Gas Recognition.SENSORS2023:1-4
• 2022
• 
  [j36]
  Jianqi Luo,Jinlan Liu,Dongpo Xu,Huisheng Zhang:
  SGD-rα: A real-time α-suffix averaging method for SGD with biased gradient estimates.Neurocomputing487:1-8 (2022)
• 
  [j35]
  Yuanfu Li,Jinwei Chen,Zhenchao Hu,Huisheng Zhang,Jinzhi Lu,Dimitris Kiritsis:
  Co-simulation of complex engineered systems enabled by a cognitive twin architecture.Int. J. Prod. Res.60(24):7588-7609 (2022)
• 
  [c33]
  Lei Ren,Dehao Chen,Zexin Miao,Huisheng Zhang:
  News Recommendation Model Based on Long-Term and Short-Term Interests.ICBDT2022:183-189
• 
  [c32]
  Qingqing Ma,Chunmei Qi,Huisheng Zhang:
  Batch gradient neuro-fuzzy learning method with smoothing L0 regularization for the first-order Takagi-Sugeno system.icWCSN2022:11-15
• 2021
• 
  [j34]
  Hui Wang,Yuanyuan Wang,Shuai Zhu,Huisheng Zhang:
  Online Sequential Complex-Valued ELM for Noncircular Signals: Augmented Structures and Learning Algorithms.IEEE Access9:66006-66016 (2021)
• 
  [j33]
  Dongpo Xu,Shengdong Zhang,Huisheng Zhang,Danilo P. Mandic:
  Convergence of the RMSProp deep learning method with penalty for nonconvex optimization.Neural Networks139:17-23 (2021)
• 
  [j32]
  Shuai Zhu,Hui Wang,Hui Lv,Huisheng Zhang:
  Augmented Online Sequential Quaternion Extreme Learning Machine.Neural Process. Lett.53(2):1161-1186 (2021)
• 
  [j31]
  Shiya Sun,Huisheng Zhang:
  Double-direction quantum cyclic controlled remote state preparation of two-qubit states.Quantum Inf. Process.20(6):211 (2021)
• 2020
• 
  [j30]
  Huisheng Zhang,Ying Zhang,Shuai Zhu,Dongpo Xu:
  Deterministic convergence of complex mini-batch gradient learning algorithm for fully complex-valued neural networks.Neurocomputing407:185-193 (2020)
• 
  [j29]
  Shiya Sun,Huisheng Zhang:
  Quantum double-direction cyclic controlled communication via a thirteen-qubit entangled state.Quantum Inf. Process.19(4):120 (2020)
• 
  [c31]
  Zhenchao Hu,Jinzhi Lu,Jinwei Chen,Xiaochen Zheng,Dimitrios Kyritsis,Huisheng Zhang:
  A Complexity Analysis Approach for Model-based System Engineering.SoSE2020:501-506
• 
  [i2]
  Jinzhi Lu,Xiaochen Zheng,Zhenchao Hu,Huisheng Zhang,Dimitris Kiritsis:
  Towards a Decentralized Digital Engineering Assets Marketplace: Empowered by Model-based Systems Engineering and Distributed Ledger Technology.CoRRabs/2005.05415 (2020)

• 2019
• 
  [j28]
  Lixin Li,Jiao He,Lie-Liang Yang,Zhu Han,Miao Pan,Wei Chen,Huisheng Zhang,Xu Li:
  Spectral- and Energy-Efficiency of Multi-Pair Two-Way Massive MIMO Relay Systems Experiencing Channel Aging.IEEE Access7:46014-46032 (2019)
• 
  [j27]
  Huisheng Zhang,Hui Lv:
  Augmented Quaternion Extreme Learning Machine.IEEE Access7:90842-90850 (2019)
• 
  [j26]
  Ruijin Ma,Huisheng Zhang:
  Channel estimation for massive multiple-input and multiple-output system based on different measurement matrices.IET Networks8(3):187-194 (2019)
• 
  [c30]
  Jinwei Chen,Zhenchao Hu,Jinzhi Lu,Huisheng Zhang,Sihan Huang,Martin Törngren:
  An Open Source Lifecycle Collaboration Approach Supporting Internet of Things System Development.SoSE2019:63-68
• 
  [c29]
  Youbing Hu,Lixin Li,Huisheng Zhang,Wei Liang,Ang Gao:
  Wireless Powered D2D Communication Security Using LSTM in Emergency Communication System.WOCC2019:1-5
• 
  [c28]
  Kaiyuan Xue,Lixin Li,Fucheng Yang,Huisheng Zhang,Xu Li,Zhu Han:
  Multi-UAV Delay Optimization in Edge Caching Networks: A Mean Field Game Approach.WOCC2019:1-5
• 
  [c27]
  Peitong Yang,Lixin Li,Wei Liang,Huisheng Zhang,Zhiguo Ding:
  Latency Optimization for Multi-user NOMA-MEC Offloading Using Reinforcement Learning.WOCC2019:1-5
• 2018
• 
  [j25]
  Huisheng Zhang,Yuanyuan Wang,Dongpo Xu,Jing Wang,Lihong Xu:
  The augmented complex-valued extreme learning machine.Neurocomputing311:363-372 (2018)
• 
  [c26]
  Jiaying Yin,Lixin Li,Yang Xu,Wei Liang,Huisheng Zhang,Zhu Han:
  Joint Content Popularity Prediction and Content Delivery Policy for Cache-Enabled D2D Networks: A Deep Reinforcement Learning Approach.GlobalSIP2018:609-613
• 
  [c25]
  Peitong Yang,Lixin Li,Jiaying Yin,Huisheng Zhang,Wei Liang,Wei Chen,Zhu Han:
  Dynamic Spectrum Access in Cognitive Radio Networks Using Deep Reinforcement Learning and Evolutionary Game.ICCC2018:405-409
• 
  [c24]
  Yatai Liu,Lixin Li,Wei Liang,Huisheng Zhang,Ang Gao,Xu Li,Zhu Han:
  Auction-Based Users Dynamic Allocation in Heterogeneous Networks.ICCC2018:636-640
• 
  [c23]
  Youbing Hu,Lixin Li,Jiaying Yin,Huisheng Zhang,Wei Liang,Ang Gao,Zhu Han:
  Optimal Transmit Antenna Selection Strategy for MIMO Wiretap Channel Based on Deep Reinforcement Learning.ICCC2018:803-807
• 
  [c22]
  Dengji Zhou,Shixi Ma,Yao Chen,Tingting Wei,Huisheng Zhang,Fang Wei:
  A gas path fault diagnostic model for gas turbine based on deep belief network with prior information.ICPHM2018:1-6
• 
  [c21]
  Kaiyuan Xue,Zihe Zhang,Lixin Li,Huisheng Zhang,Xu Li,Ang Gao:
  Adaptive Coverage Solution In Multi-UAVs Emergency Communication System: A Discrete-Time Mean-Field Game.IWCMC2018:1059-1064
• 
  [c20]
  Jiaying Yin,Lixin Li,Huisheng Zhang,Xu Li,Ang Gao,Wei Chen,Zhu Han:
  High Throughput Parallel Concatenated Encoding and Decoding for Polar Codes: Design, Implementation and Performance Analysis.IWCMC2018:1373-1378
• 
  [c19]
  Wenzhong Yan,Lixin Li,Xu Li,Ang Gao,Huisheng Zhang,Wei Chen,Zhu Han:
  A Contract-Based Incentive Mechanism in RF-Powered Backscatter Cognitive Radio Networks.WCSP2018:1-6
• 
  [c18]
  Jiaying Yin,Lixin Li,Huisheng Zhang,Xu Li,Ang Gao,Zhu Han:
  A prediction-based coordination caching scheme for content centric networking.WOCC2018:1-5
• 2017
• 
  [j24]
  Huisheng Zhang,Yanli Tang:
  Online gradient method with smoothing ℓ₀ regularization for feedforward neural networks.Neurocomputing224:1-8 (2017)
• 
  [j23]
  Dongpo Xu,Jian Dong,Huisheng Zhang:
  Deterministic Convergence of Wirtinger-Gradient Methods for Complex-Valued Neural Networks.Neural Process. Lett.45(2):445-456 (2017)
• 
  [j22]
  Nan Qi,Ming Xiao,Theodoros A. Tsiftsis,Lin Zhang,Mikael Skoglund,Huisheng Zhang:
  Efficient Coded Cooperative Networks With Energy Harvesting and Transferring.IEEE Trans. Wirel. Commun.16(10):6335-6349 (2017)
• 
  [j21]
  Jie Fan,Lixin Li,Huisheng Zhang,Wei Chen:
  Denoise-and-Forward Two-Path Successive Relaying With DBPSK Modulation.IEEE Wirel. Commun. Lett.6(1):42-45 (2017)
• 
  [c17]
  Qiaoliang Li,Guangyao Yang,Zhewei Chen,Bin Huang,Liangliang Chen,Depeng Xu,Xueying Zhou,Shi Zhong,Huisheng Zhang,Tianfu Wang:
  Colorectal polyp segmentation using a fully convolutional neural network.CISP-BMEI2017:1-5
• 
  [c16]
  Qiaoliang Li,Shi Zhong,Zhewei Chen,Xueying Zhou,Guangyao Yang,Huisheng Zhang,Tianfu Wang:
  A high-speed end-to-end approach for retinal arteriovenous segmentation.CISP-BMEI2017:1-5
• 
  [c15]
  Qiaoliang Li,Jinliang Zhong,Shi Zhong,Zhewei Chen,Suwen Qi,Huisheng Zhang:
  An self-focusing imaging method for leukocyte recognition.CISP-BMEI2017:1-5
• 
  [c14]
  Jiao He,Lixin Li,Huisheng Zhang,Wei Chen,Lie-Liang Yang,Zhu Han:
  Multi-Pair Bidirectional Relaying with Full-Duplex Massive MIMO Experiencing Channel Aging.GLOBECOM2017:1-6
• 
  [c13]
  Nan Qi,Ming Xiao,Theodoros A. Tsiftsis,Lin Zhang,Mikael Skoglund,Huisheng Zhang:
  Efficient network-coded relaying systems with energy harvesting and transferring.ICC2017:1-6
• 2016
• 
  [j20]
  Mingwei Wang,Huisheng Zhang,Lixin Li,Lifeng He,Zhan Yao:
  Performance of multiple access CSK communication system with DF cooperative strategy.Autom. Control. Comput. Sci.50(4):244-252 (2016)
• 
  [j19]
  Xiaohui Zhao,Yicheng Jiang,Tania Stathaki,Huisheng Zhang:
  Gait recognition method for arbitrary straight walking paths using appearance conversion machine.Neurocomputing173:530-540 (2016)
• 
  [j18]
  Qiaoliang Li,Bowei Feng,LinPei Xie,Ping Liang,Huisheng Zhang,Tianfu Wang:
  A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images.IEEE Trans. Medical Imaging35(1):109-118 (2016)
• 
  [j17]
  Huisheng Zhang,Danilo P. Mandic:
  Is a Complex-Valued Stepsize Advantageous in Complex-Valued Gradient Learning Algorithms?IEEE Trans. Neural Networks Learn. Syst.27(12):2730-2735 (2016)
• 
  [c12]
  Qiaoliang Li,Zhewei Chen,Ping Liang,Li Deng,Jinliang Zhong,Xinyu Liu,Suwen Qi,Huisheng Zhang,Tianfu Wang:
  Multi-view face detector using a single cascade classifier.SKIMA2016:464-468
• 
  [c11]
  Jie Fan,Lixin Li,Huisheng Zhang:
  Full-duplex denoise-and-forward two-way relaying with DBPSK modulation.WCSP2016:1-5
• 
  [c10]
  Mingwei Wang,Huisheng Zhang,Lixi Lin,Zhan Yao,Lifeng He:
  Multi-relay DF cooperative communication system based on directional antenna.WOCC2016:1-5
• 
  [i1]
  Nan Qi,Ming Xiao,Theodoros A. Tsiftsis,Mikael Skoglund,Huisheng Zhang:
  Efficient Coded Cooperative Networks with Energy Harvesting and Wireless Power Transfer.CoRRabs/1609.08270 (2016)
• 2015
• 
  [j16]
  Xin Chen,Qiaoliang Li,Suwen Qi,Huisheng Zhang,Siping Chen,Tianfu Wang:
  Continuous fascicle orientation measurement of medial gastrocnemius muscle in ultrasonography using frequency domain Radon transform.Biomed. Signal Process. Control.20:117-124 (2015)
• 
  [j15]
  Qiaoliang Li,Suwen Qi,Yuanyuan Shen,Dong Ni,Huisheng Zhang,Tianfu Wang:
  Multispectral Image Alignment With Nonlinear Scale-Invariant Keypoint and Enhanced Local Feature Matrix.IEEE Geosci. Remote. Sens. Lett.12(7):1551-1555 (2015)
• 
  [j14]
  Huisheng Zhang,Yanli Tang,Xiaodong Liu:
  Batch gradient training method with smoothing ℓ₀ regularization for feedforward neural networks.Neural Comput. Appl.26(2):383-390 (2015)
• 
  [j13]
  Dongpo Xu,Huisheng Zhang,Danilo P. Mandic:
  Convergence analysis of an augmented algorithm for fully complex-valued neural networks.Neural Networks69:44-50 (2015)
• 
  [j12]
  Dakun Yang,Zhengxue Li,Yan Liu,Huisheng Zhang,Wei Wu:
  A Modified Learning Algorithm for Interval Perceptrons with Interval Weights.Neural Process. Lett.42(2):381-396 (2015)
• 
  [c9]
  Qiaofeng Ou,Huisheng Zhang,Lixin Li,Bangshu Xiong:
  Impulse noise removal in two-dimensional electrophoresis images based on dome recognition.BMEI2015:440-445
• 
  [c8]
  Suwen Qi,Hongfei Jia,Zhenyu Li,Yangwei Jiang,Qiaoliang Li,Huisheng Zhang,Feng Tian:
  Determination of the concentration of a-fetoprotein using an Alexa fluor-based fluorescence immunoassay.BMEI2015:852-856
• 
  [c7]
  Jie Fan,Lixin Li,Tao Bao,Huisheng Zhang:
  Two-way relaying with differential MPSK modulation in virtual full duplexing system.ICCC2015:1-5
• 2014
• 
  [j11]
  Huisheng Zhang,Dongpo Xu,Ying Zhang:
  Boundedness and Convergence of Split-Complex Back-Propagation Algorithm with Momentum and Penalty.Neural Process. Lett.39(3):297-307 (2014)
• 
  [c6]
  Suwen Qi,Yangwei Jiang,Zhenyu Li,Qiangliang Li,Huisheng Zhang,Ni Xie:
  An immunofluorescence assay based on quantum dots determination of Alpha fetal protein: Immunofluorescence assay for AFP.BMEI2014:269-272
• 
  [c5]
  Wenjing Wang,Lixin Li,Huisheng Zhang:
  Simplified partially parallel DVB-S2 LDPC decoder architectural design based on FPGA.ICCC2014:314-318
• 2013
• 
  [j10]
  Qiaoliang Li,Suwen Qi,Huisheng Zhang,Yun Deng,Xin Chen,Siping Chen,Tianfu Wang:
  Continuous thickness measurement of rectus femoris muscle in ultrasound image sequences: A completely automated approach.Biomed. Signal Process. Control.8(6):792-798 (2013)
• 
  [j9]
  Qiaoliang Li,Huisheng Zhang,Tianfu Wang:
  Scale Invariant Feature Matching using Rotation-Invariant Distance for Remote Sensing Image Registration.Int. J. Pattern Recognit. Artif. Intell.27(2) (2013)
• 
  [j8]
  Ying Zhang,Huisheng Zhang,Guoyan Chen:
  A Note on the Square Roots of a Class of Circulant Matrices.J. Appl. Math.2013:601243:1-601243:6 (2013)
• 
  [j7]
  Qiaoliang Li,Huisheng Zhang,Suwen Qi,Mingbo Qiu,Xin Chen,Siping Chen,Tianfu Wang:
  Continuous Detection of Muscle Aspect Ratio Using Keypoint Tracking in Ultrasonography.IEEE Trans. Biomed. Eng.60(8):2361-2369 (2013)
• 
  [c4]
  Huisheng Zhang,Xiaodong Liu,Dongpo Xu:
  Convergence of Chaos Injection-Based Batch Backpropagation Algorithm For Feedforward Neural Networks.ISNN (1)2013:60-66
• 2012
• 
  [j6]
  Huisheng Zhang,Wei Wu,Mingchen Yao:
  Boundedness and convergence of batch back-propagation algorithm with penalty for feedforward neural networks.Neurocomputing89:141-146 (2012)
• 
  [j5]
  Dongpo Xu,Hongmei Shao,Huisheng Zhang:
  A new adaptive momentum algorithm for split-complex recurrent neural networks.Neurocomputing93:133-136 (2012)
• 
  [c3]
  Qiaoliang Li,Xi Chen,Huisheng Zhang,Li Yin,Siping Chen,Tianfu Wang,Shumei Lin,Xinyu Liu,Xiaofei Zhang,Ruikai Zhang:
  Automatic human spermatozoa detection in microscopic video streams based on OpenCV.BMEI2012:224-227
• 
  [c2]
  Huisheng Zhang,Ruikai Zhang,Qiaoliang Li,Li Yin,Siping Chen,Tianfu Wang,Shumei Lin,Xinyu Liu,Xiaofei Zhang,Xi Chen:
  A GPRS-based wearable electronic thermometric alarm system.BMEI2012:804-807
• 2011
• 
  [j4]
  Qiaoliang Li,Huisheng Zhang,Tianfu Wang:
  Multispectral Image Matching Using Rotation-Invariant Distance.IEEE Geosci. Remote. Sens. Lett.8(3):406-410 (2011)
• 2010
• 
  [j3]
  Dongpo Xu,Huisheng Zhang,Lijun Liu:
  Convergence Analysis of Three Classes of Split-Complex Gradient Algorithms for Complex-Valued Recurrent Neural Networks.Neural Comput.22(10):2655-2677 (2010)

• 2009
• 
  [j2]
  Huisheng Zhang,Wei Wu:
  Boundedness and Convergence of Online Gradient Method with Penalty for Linear Output Feedforward Neural Networks.Neural Process. Lett.29(3):205-212 (2009)
• 
  [j1]
  Huisheng Zhang,Wei Wu,Fei Liu,Mingchen Yao:
  Boundedness and Convergence of Online Gradient Method With Penalty for Feedforward Neural Networks.IEEE Trans. Neural Networks20(6):1050-1054 (2009)
• 
  [c1]
  Mingchen Yao,Jie Yang,Huisheng Zhang,Wei Wu:
  An Attribute Value Reduction Algorithm Based on Set Operations.DBTA2009:181-183

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