Huisheng Zhang

95 papers B 4C 5Journal 60Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A decentralized digital engineering asset exchange method empowered by model-based systems engineering and distributed ledger technology. Comput. Ind. Eng. Jinzhi Lu, Xiaochen Zheng, Zhenchao Hu, Huisheng Zhang, Dimitris Kiritsis
2026	J	`jnl`	A hybrid adaptive preconditioned gradient method with momentum for deep learning. Neural Networks Zhiyang Zhou, Huisheng Zhang, Zhaoyang Chen
2026	J	`jnl`	An adaptive complex-valued stepsize training scheme for complex-valued neural networks. J. Appl. Math. Comput. Ke Zhang, Huisheng Zhang
2026	J	`jnl`	Complex-valued adaptive filtering based on natural gradient descent. Signal Process. Zhaoyang Chen, Huisheng Zhang
2025	J	`jnl`	A widely linear noise-constrained adaptive filtering algorithm with a non-quadratic cost function. Digit. Signal Process. Feiyu Zhang, Huisheng Zhang, Jian Wang
2025	J	`jnl`	Complex-valued random vector functional link neural network based on real augmented representation and its applications. Appl. Soft Comput. Chunyang Liu, Huisheng Zhang, Luyao Chen, Feng Li
2025	J	`jnl`	Dual-Channel Degradation Monitoring Based on Graph Neural Network for Aero-Engine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. Li'ang Cao, Yuanfu Li, Jinwei Chen, Wenjie Wu, Huisheng Zhang
2025	J	`jnl`	Product complexity management enabled by a model-based approach. Comput. Ind. Eng. Zhenchao Hu, Jinwei Chen, Yuanfu Li, Jinzhi Lu, Huisheng Zhang, Dimitris Kiritsis
2024	J	`jnl`	A Group Regularization Framework of Convolutional Neural Networks Based on the Impact of Lₚ Regularizers on Magnitude. IEEE Trans. Syst. Man Cybern. Syst. Feng Li, Yaokai Hu, Huisheng Zhang, Ansheng Deng, Jacek M. Zurada
2024	J	`jnl`	A hybrid complex spectral conjugate gradient learning algorithm for complex-valued data processing. Eng. Appl. Artif. Intell. Ke Zhang, Huisheng Zhang, Xue Wang
2024	J	`jnl`	A multilevel interleaved group attention-based convolutional network for gas detection via an electronic nose system. Eng. Appl. Artif. Intell. Shichao Zhai, Zhe Li, Huisheng Zhang, Lidan Wang, Shukai Duan, Jia Yan
2024	J	`jnl`	Boundedness and Convergence of Mini-batch Gradient Method with Cyclic Dropconnect and Penalty. Neural Process. Lett. Junling Jing, Cai Jinhang, Huisheng Zhang, Wenxia Zhang
2024	J	`jnl`	Intuitionistic fuzzy broad learning system with a new non-membership function. Neural Comput. Appl. Mengying Jiang, Huisheng Zhang, Yuxuan Liu
2023	—	`conf`	A Double-Level Interleaved Group Convolutional Network in the Frequency Domain for E-Nose Gas Recognition. SENSORS Zijian Wang, Mingye Han, Huisheng Zhang, Jia Yan
2023	J	`jnl`	A novel dual attention mechanism combined with knowledge for remaining useful life prediction based on gated recurrent units. Reliab. Eng. Syst. Saf. Yuanfu Li, Yifan Chen, Haonan Shao, Huisheng Zhang
2023	J	`jnl`	Automatic Real-Time Detection of Infant Drowning Using YOLOv5 and Faster R-CNN Models Based on Video Surveillance. J. Soc. Comput. Qianen He, Zhiqiang Mei, Huisheng Zhang, Xiuying Xu
2023	J	`jnl`	Batch Gradient Training Method with Smoothing Group L Neural Process. Lett. Ying Zhang, Jianing Wei, Dongpo Xu, Huisheng Zhang
2023	J	`jnl`	High accuracy intelligent real-time framework for detecting infant drowning based on deep learning. Expert Syst. Appl. Qianen He, Huisheng Zhang, Zhiqiang Mei, Xiuying Xu
2023	J	`jnl`	Iterative List Patterned Reed-Muller Projection Detection-Based Packetized Unsourced Massive Random Access. Sensors Wenjiao Xie, Runhe Tian, Huisheng Zhang
2023	J	`jnl`	Patterned Reed-Muller Sequences with Outer A-Channel Codes and Projective Decoding for Slot-Controlled Unsourced Random Access. Sensors Wenjiao Xie, Huisheng Zhang
2023	J	`jnl`	Performance bounds of complex-valued nonlinear estimators in learning systems. Neurocomputing Huisheng Zhang, Chunmei Qi, Qingqing Ma, Dongpo Xu
2023	J	`jnl`	Quaternion Extreme Learning Machine Based on Real Augmented Representation. IEEE Signal Process. Lett. Huisheng Zhang, Zaiqiang Wang, Dehao Chen, Shuai Zhu, Dongpo Xu
2023	J	`jnl`	Remaining useful life prediction of aero-engine enabled by fusing knowledge and deep learning models. Reliab. Eng. Syst. Saf. Yuanfu Li, Yao Chen, Zhenchao Hu, Huisheng Zhang
2023	B	`conf`	Unsourced Random Access Exploiting Patterned Reed-Muller Codes and Projective Decoding. GLOBECOM Wenjiao Xie, Huisheng Zhang
2022	—	`conf`	Batch gradient neuro-fuzzy learning method with smoothing L0 regularization for the first-order Takagi-Sugeno system. icWCSN Qingqing Ma, Chunmei Qi, Huisheng Zhang
2022	J	`jnl`	Co-simulation of complex engineered systems enabled by a cognitive twin architecture. Int. J. Prod. Res. Yuanfu Li, Jinwei Chen, Zhenchao Hu, Huisheng Zhang, Jinzhi Lu, Dimitris Kiritsis
2022	—	`conf`	News Recommendation Model Based on Long-Term and Short-Term Interests. ICBDT Lei Ren, Dehao Chen, Zexin Miao, Huisheng Zhang
2022	J	`jnl`	SGD-rα: A real-time α-suffix averaging method for SGD with biased gradient estimates. Neurocomputing Jianqi Luo, Jinlan Liu, Dongpo Xu, Huisheng Zhang
2021	J	`jnl`	Augmented Online Sequential Quaternion Extreme Learning Machine. Neural Process. Lett. Shuai Zhu, Hui Wang, Hui Lv, Huisheng Zhang
2021	J	`jnl`	Convergence of the RMSProp deep learning method with penalty for nonconvex optimization. Neural Networks Dongpo Xu, Shengdong Zhang, Huisheng Zhang, Danilo P. Mandic
2021	J	`jnl`	Double-direction quantum cyclic controlled remote state preparation of two-qubit states. Quantum Inf. Process. Shiya Sun, Huisheng Zhang
2021	J	`jnl`	Online Sequential Complex-Valued ELM for Noncircular Signals: Augmented Structures and Learning Algorithms. IEEE Access Hui Wang, Yuanyuan Wang, Shuai Zhu, Huisheng Zhang
2020	—	`conf`	A Complexity Analysis Approach for Model-based System Engineering. SoSE Zhenchao Hu, Jinzhi Lu, Jinwei Chen, Xiaochen Zheng, Dimitrios Kyritsis, Huisheng Zhang
2020	J	`jnl`	Deterministic convergence of complex mini-batch gradient learning algorithm for fully complex-valued neural networks. Neurocomputing Huisheng Zhang, Ying Zhang, Shuai Zhu, Dongpo Xu
2020	J	`jnl`	Quantum double-direction cyclic controlled communication via a thirteen-qubit entangled state. Quantum Inf. Process. Shiya Sun, Huisheng Zhang
2020	J	`jnl`	Towards a Decentralized Digital Engineering Assets Marketplace: Empowered by Model-based Systems Engineering and Distributed Ledger Technology. CoRR Jinzhi Lu, Xiaochen Zheng, Zhenchao Hu, Huisheng Zhang, Dimitris Kiritsis
2019	—	`conf`	An Open Source Lifecycle Collaboration Approach Supporting Internet of Things System Development. SoSE Jinwei Chen, Zhenchao Hu, Jinzhi Lu, Huisheng Zhang, Sihan Huang, Martin Törngren
2019	J	`jnl`	Augmented Quaternion Extreme Learning Machine. IEEE Access Huisheng Zhang, Hui Lv
2019	J	`jnl`	Channel estimation for massive multiple-input and multiple-output system based on different measurement matrices. IET Networks Ruijin Ma, Huisheng Zhang
2019	—	`conf`	Latency Optimization for Multi-user NOMA-MEC Offloading Using Reinforcement Learning. WOCC Peitong Yang, Lixin Li, Wei Liang, Huisheng Zhang, Zhiguo Ding
2019	—	`conf`	Multi-UAV Delay Optimization in Edge Caching Networks: A Mean Field Game Approach. WOCC Kaiyuan Xue, Lixin Li, Fucheng Yang, Huisheng Zhang, Xu Li, Zhu Han
2019	J	`jnl`	Spectral- and Energy-Efficiency of Multi-Pair Two-Way Massive MIMO Relay Systems Experiencing Channel Aging. IEEE Access Lixin Li, Jiao He, Lie-Liang Yang, Zhu Han, Miao Pan, Wei Chen, Huisheng Zhang, Xu Li
2019	—	`conf`	Wireless Powered D2D Communication Security Using LSTM in Emergency Communication System. WOCC Youbing Hu, Lixin Li, Huisheng Zhang, Wei Liang, Ang Gao
2018	—	`conf`	A Contract-Based Incentive Mechanism in RF-Powered Backscatter Cognitive Radio Networks. WCSP Wenzhong Yan, Lixin Li, Xu Li, Ang Gao, Huisheng Zhang, Wei Chen, Zhu Han
2018	—	`conf`	A gas path fault diagnostic model for gas turbine based on deep belief network with prior information. ICPHM Dengji Zhou, Shixi Ma, Yao Chen, Tingting Wei, Huisheng Zhang, Fang Wei
2018	—	`conf`	A prediction-based coordination caching scheme for content centric networking. WOCC Jiaying Yin, Lixin Li, Huisheng Zhang, Xu Li, Ang Gao, Zhu Han
2018	B	`conf`	Adaptive Coverage Solution In Multi-UAVs Emergency Communication System: A Discrete-Time Mean-Field Game. IWCMC Kaiyuan Xue, Zihe Zhang, Lixin Li, Huisheng Zhang, Xu Li, Ang Gao
2018	C	`conf`	Auction-Based Users Dynamic Allocation in Heterogeneous Networks. ICCC Yatai Liu, Lixin Li, Wei Liang, Huisheng Zhang, Ang Gao, Xu Li, Zhu Han
2018	C	`conf`	Dynamic Spectrum Access in Cognitive Radio Networks Using Deep Reinforcement Learning and Evolutionary Game. ICCC Peitong Yang, Lixin Li, Jiaying Yin, Huisheng Zhang, Wei Liang, Wei Chen, Zhu Han
2018	B	`conf`	High Throughput Parallel Concatenated Encoding and Decoding for Polar Codes: Design, Implementation and Performance Analysis. IWCMC Jiaying Yin, Lixin Li, Huisheng Zhang, Xu Li, Ang Gao, Wei Chen, Zhu Han
2018	—	`conf`	Joint Content Popularity Prediction and Content Delivery Policy for Cache-Enabled D2D Networks: A Deep Reinforcement Learning Approach. GlobalSIP Jiaying Yin, Lixin Li, Yang Xu, Wei Liang, Huisheng Zhang, Zhu Han
2018	C	`conf`	Optimal Transmit Antenna Selection Strategy for MIMO Wiretap Channel Based on Deep Reinforcement Learning. ICCC Youbing Hu, Lixin Li, Jiaying Yin, Huisheng Zhang, Wei Liang, Ang Gao, Zhu Han
2018	J	`jnl`	The augmented complex-valued extreme learning machine. Neurocomputing Huisheng Zhang, Yuanyuan Wang, Dongpo Xu, Jing Wang, Lihong Xu
2017	—	`conf`	A high-speed end-to-end approach for retinal arteriovenous segmentation. CISP-BMEI Qiaoliang Li, Shi Zhong, Zhewei Chen, Xueying Zhou, Guangyao Yang, Huisheng Zhang, Tianfu Wang
2017	—	`conf`	An self-focusing imaging method for leukocyte recognition. CISP-BMEI Qiaoliang Li, Jinliang Zhong, Shi Zhong, Zhewei Chen, Suwen Qi, Huisheng Zhang
2017	—	`conf`	Colorectal polyp segmentation using a fully convolutional neural network. CISP-BMEI Qiaoliang Li, Guangyao Yang, Zhewei Chen, Bin Huang, Liangliang Chen, Depeng Xu, Xueying Zhou, Shi Zhong, Huisheng Zhang, Tianfu Wang
2017	J	`jnl`	Denoise-and-Forward Two-Path Successive Relaying With DBPSK Modulation. IEEE Wirel. Commun. Lett. Jie Fan, Lixin Li, Huisheng Zhang, Wei Chen
2017	J	`jnl`	Deterministic Convergence of Wirtinger-Gradient Methods for Complex-Valued Neural Networks. Neural Process. Lett. Dongpo Xu, Jian Dong, Huisheng Zhang
2017	J	`jnl`	Efficient Coded Cooperative Networks With Energy Harvesting and Transferring. IEEE Trans. Wirel. Commun. Nan Qi, Ming Xiao, Theodoros A. Tsiftsis, Lin Zhang, Mikael Skoglund, Huisheng Zhang
2017	—	`conf`	Efficient network-coded relaying systems with energy harvesting and transferring. ICC Nan Qi, Ming Xiao, Theodoros A. Tsiftsis, Lin Zhang, Mikael Skoglund, Huisheng Zhang
2017	B	`conf`	Multi-Pair Bidirectional Relaying with Full-Duplex Massive MIMO Experiencing Channel Aging. GLOBECOM Jiao He, Lixin Li, Huisheng Zhang, Wei Chen, Lie-Liang Yang, Zhu Han
2017	J	`jnl`	Online gradient method with smoothing ℓ Neurocomputing Huisheng Zhang, Yanli Tang
2016	J	`jnl`	A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images. IEEE Trans. Medical Imaging Qiaoliang Li, Bowei Feng, LinPei Xie, Ping Liang, Huisheng Zhang, Tianfu Wang
2016	J	`jnl`	Efficient Coded Cooperative Networks with Energy Harvesting and Wireless Power Transfer. CoRR Nan Qi, Ming Xiao, Theodoros A. Tsiftsis, Mikael Skoglund, Huisheng Zhang
2016	—	`conf`	Full-duplex denoise-and-forward two-way relaying with DBPSK modulation. WCSP Jie Fan, Lixin Li, Huisheng Zhang
2016	J	`jnl`	Gait recognition method for arbitrary straight walking paths using appearance conversion machine. Neurocomputing Xiaohui Zhao, Yicheng Jiang, Tania Stathaki, Huisheng Zhang
2016	J	`jnl`	Is a Complex-Valued Stepsize Advantageous in Complex-Valued Gradient Learning Algorithms? IEEE Trans. Neural Networks Learn. Syst. Huisheng Zhang, Danilo P. Mandic
2016	—	`conf`	Multi-relay DF cooperative communication system based on directional antenna. WOCC Mingwei Wang, Huisheng Zhang, Lixi Lin, Zhan Yao, Lifeng He
2016	—	`conf`	Multi-view face detector using a single cascade classifier. SKIMA Qiaoliang Li, Zhewei Chen, Ping Liang, Li Deng, Jinliang Zhong, Xinyu Liu, Suwen Qi, Huisheng Zhang, Tianfu Wang
2016	J	`jnl`	Performance of multiple access CSK communication system with DF cooperative strategy. Autom. Control. Comput. Sci. Mingwei Wang, Huisheng Zhang, Lixin Li, Lifeng He, Zhan Yao
2015	J	`jnl`	A Modified Learning Algorithm for Interval Perceptrons with Interval Weights. Neural Process. Lett. Dakun Yang, Zhengxue Li, Yan Liu, Huisheng Zhang, Wei Wu
2015	J	`jnl`	Batch gradient training method with smoothing ℓ Neural Comput. Appl. Huisheng Zhang, Yanli Tang, Xiaodong Liu
2015	J	`jnl`	Continuous fascicle orientation measurement of medial gastrocnemius muscle in ultrasonography using frequency domain Radon transform. Biomed. Signal Process. Control. Xin Chen, Qiaoliang Li, Suwen Qi, Huisheng Zhang, Siping Chen, Tianfu Wang
2015	J	`jnl`	Convergence analysis of an augmented algorithm for fully complex-valued neural networks. Neural Networks Dongpo Xu, Huisheng Zhang, Danilo P. Mandic
2015	—	`conf`	Determination of the concentration of a-fetoprotein using an Alexa fluor-based fluorescence immunoassay. BMEI Suwen Qi, Hongfei Jia, Zhenyu Li, Yangwei Jiang, Qiaoliang Li, Huisheng Zhang, Feng Tian
2015	—	`conf`	Impulse noise removal in two-dimensional electrophoresis images based on dome recognition. BMEI Qiaofeng Ou, Huisheng Zhang, Lixin Li, Bangshu Xiong
2015	J	`jnl`	Multispectral Image Alignment With Nonlinear Scale-Invariant Keypoint and Enhanced Local Feature Matrix. IEEE Geosci. Remote. Sens. Lett. Qiaoliang Li, Suwen Qi, Yuanyuan Shen, Dong Ni, Huisheng Zhang, Tianfu Wang
2015	C	`conf`	Two-way relaying with differential MPSK modulation in virtual full duplexing system. ICCC Jie Fan, Lixin Li, Tao Bao, Huisheng Zhang
2014	—	`conf`	An immunofluorescence assay based on quantum dots determination of Alpha fetal protein: Immunofluorescence assay for AFP. BMEI Suwen Qi, Yangwei Jiang, Zhenyu Li, Qiangliang Li, Huisheng Zhang, Ni Xie
2014	J	`jnl`	Boundedness and Convergence of Split-Complex Back-Propagation Algorithm with Momentum and Penalty. Neural Process. Lett. Huisheng Zhang, Dongpo Xu, Ying Zhang
2014	C	`conf`	Simplified partially parallel DVB-S2 LDPC decoder architectural design based on FPGA. ICCC Wenjing Wang, Lixin Li, Huisheng Zhang
2013	J	`jnl`	A Note on the Square Roots of a Class of Circulant Matrices. J. Appl. Math. Ying Zhang, Huisheng Zhang, Guoyan Chen
2013	J	`jnl`	Continuous Detection of Muscle Aspect Ratio Using Keypoint Tracking in Ultrasonography. IEEE Trans. Biomed. Eng. Qiaoliang Li, Huisheng Zhang, Suwen Qi, Mingbo Qiu, Xin Chen, Siping Chen, Tianfu Wang
2013	J	`jnl`	Continuous thickness measurement of rectus femoris muscle in ultrasound image sequences: A completely automated approach. Biomed. Signal Process. Control. Qiaoliang Li, Suwen Qi, Huisheng Zhang, Yun Deng, Xin Chen, Siping Chen, Tianfu Wang
2013	—	`conf`	Convergence of Chaos Injection-Based Batch Backpropagation Algorithm For Feedforward Neural Networks. ISNN (1) Huisheng Zhang, Xiaodong Liu, Dongpo Xu
2013	J	`jnl`	Scale Invariant Feature Matching using Rotation-Invariant Distance for Remote Sensing Image Registration. Int. J. Pattern Recognit. Artif. Intell. Qiaoliang Li, Huisheng Zhang, Tianfu Wang
2012	—	`conf`	A GPRS-based wearable electronic thermometric alarm system. BMEI Huisheng Zhang, Ruikai Zhang, Qiaoliang Li, Li Yin, Siping Chen, Tianfu Wang, Shumei Lin, Xinyu Liu, Xiaofei Zhang, Xi Chen
2012	J	`jnl`	A new adaptive momentum algorithm for split-complex recurrent neural networks. Neurocomputing Dongpo Xu, Hongmei Shao, Huisheng Zhang
2012	—	`conf`	Automatic human spermatozoa detection in microscopic video streams based on OpenCV. BMEI Qiaoliang Li, Xi Chen, Huisheng Zhang, Li Yin, Siping Chen, Tianfu Wang, Shumei Lin, Xinyu Liu, Xiaofei Zhang, Ruikai Zhang
2012	J	`jnl`	Boundedness and convergence of batch back-propagation algorithm with penalty for feedforward neural networks. Neurocomputing Huisheng Zhang, Wei Wu, Mingchen Yao
2011	J	`jnl`	Multispectral Image Matching Using Rotation-Invariant Distance. IEEE Geosci. Remote. Sens. Lett. Qiaoliang Li, Huisheng Zhang, Tianfu Wang
2010	J	`jnl`	Convergence Analysis of Three Classes of Split-Complex Gradient Algorithms for Complex-Valued Recurrent Neural Networks. Neural Comput. Dongpo Xu, Huisheng Zhang, Lijun Liu
2009	—	`conf`	An Attribute Value Reduction Algorithm Based on Set Operations. DBTA Mingchen Yao, Jie Yang, Huisheng Zhang, Wei Wu
2009	J	`jnl`	Boundedness and Convergence of Online Gradient Method With Penalty for Feedforward Neural Networks. IEEE Trans. Neural Networks Huisheng Zhang, Wei Wu, Fei Liu, Mingchen Yao
2009	J	`jnl`	Boundedness and Convergence of Online Gradient Method with Penalty for Linear Output Feedforward Neural Networks. Neural Process. Lett. Huisheng Zhang, Wei Wu