Zheng Yan

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 40

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neurocomputing

Neural Networks

IEEE Trans. Cybern.

Chinese University of Hong Kong, Hong Kong (PHD)

Education History

Chinese University of Hong Kong, Hong Kong

PHD

Publications

Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang
Robust Gaussian Process Regression With Input Uncertainty: A PAC-Bayes Perspective. IEEE Trans. Cybern. 54 (2) (2024)
Hangjun Che, Baicheng Pan, Man-Fai Leung, Yuting Cao, Zheng Yan
Tensor Factorization With Sparse and Graph Regularization for Fake News Detection on Social Networks. IEEE Trans. Comput. Soc. Syst. 11 (4) (2024)
Boqian Li, Shiping Wen, Zheng Yan, Guanghui Wen, Tingwen Huang
A Survey on the Control Lyapunov Function and Control Barrier Function for Nonlinear-Affine Control Systems. IEEE CAA J. Autom. Sinica 10 (3) (2023)
Bo Lyu, Maher Hamdi, Yin Yang, Yuting Cao, Zheng Yan, Ke Li, Shiping Wen, Tingwen Huang
Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars. IEEE Trans. Emerg. Top. Comput. Intell. 7 (2) (2023)
Haotian Xu, Zheng Yan, Junyu Xuan, Guangquan Zhang, Jie Lu
Improving proximal policy optimization with alpha divergence. Neurocomputing 534 (2023)
Bin Wang, Jie Lu, Tianrui Li, Zheng Yan, Guangquan Zhang
A quantile fusion methodology for deep forecasting. Neurocomputing 483 (2022)
Lin Xu, Xiangyong Cao, Jing Yao, Zheng Yan
Orthogonal Super Greedy Learning for Sparse Feedforward Neural Networks. IEEE Trans. Netw. Sci. Eng. 9 (1) (2022)
Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang
Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making. CoRR (2022)
Liang Wang, Zhiwen Yu, Fei Xiong, Dingqi Yang, Shirui Pan, Zheng Yan
Influence Spread in Geo-Social Networks: A Multiobjective Optimization Perspective. IEEE Trans. Cybern. 51 (5) (2021)
Shiping Wen, Weiwei Liu, Yin Yang, Pan Zhou, Zhenyuan Guo, Zheng Yan, Yiran Chen, Tingwen Huang
Multilabel Image Classification via Feature/Label Co-Projection. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang
PAC-Bayes Bounds for Meta-learning with Data-Dependent Prior. CoRR (2021)
Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang, Yiran Chen
Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Shengbo Wang, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang
Periodic Event-Triggered Synchronization of Multiple Memristive Neural Networks With Switching Topologies and Parameter Mismatch. IEEE Trans. Cybern. 51 (1) (2021)
Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang
Statistical generalization performance guarantee for meta-learning with data dependent prior. Neurocomputing 465 (2021)
Shiping Wen, Jiadong Chen, Yingcheng Wu, Zheng Yan, Yuting Cao, Yin Yang, Tingwen Huang
CKFO: Convolution Kernel First Operated Algorithm With Applications in Memristor-Based Convolutional Neural Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (8) (2021)
Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen
Synchronization of discrete-time recurrent neural networks with time-varying delays via quantized sliding mode control. Appl. Math. Comput. 375 (2020)
Yuting Cao, Bo Sun, Zhenyuan Guo, Tingwen Huang, Zheng Yan, Shiping Wen
Global Stabilization of Memristive Neural Networks with Leakage and Time-Varying Delays Via Quantized Sliding-Mode Controller. Neural Process. Lett. 52 (3) (2020)
Xudong Xie, Shiping Wen, Zheng Yan, Tingwen Huang, Yiran Chen
Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application. Neural Comput. Appl. 32 (17) (2020)
Dongbin Zhao, Shukai Duan, Zheng Yan, Cesare Alippi
Advances in deep neural information processing. Neurocomputing 408 (2020)
Bin Wang, Tianrui Li, Zheng Yan, Guangquan Zhang, Jie Lu
DeepPIPE: A distribution-free uncertainty quantification approach for time series forecasting. Neurocomputing 397 (2020)
Fei Xiong, Weihan Shen, Hongshu Chen, Shirui Pan, Ximeng Wang, Zheng Yan
Exploiting Implicit Influence From Information Propagation for Social Recommendation. IEEE Trans. Cybern. 50 (10) (2020)
Shiping Wen, Huaqiang Wei, Zheng Yan, Zhenyuan Guo, Yin Yang, Tingwen Huang, Yiran Chen
Memristor-Based Design of Sparse Compact Convolutional Neural Network. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen
Quantized passification of delayed memristor-based neural networks via sliding model control. J. Frankl. Inst. 357 (6) (2020)
Zheng Yan, Jiadong Chen, Rui Hu, Tingwen Huang, Yiran Chen, Shiping Wen
Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates. Neural Networks 128 (2020)
Mo Han, Yuwei Bao, Ziyan Sun, Shiping Wen, Liming Xia, Jingyang Zhao, Junfeng Du, Zheng Yan
Automatic Segmentation of Human Placenta Images With U-Net. IEEE Access 7 (2019)
Guocheng Li, Zheng Yan
Reconstruction of sparse signals via neurodynamic optimization. Int. J. Mach. Learn. Cybern. 10 (1) (2019)
Zheng Yan, Weiwei Liu, Shiping Wen, Yin Yang
Multi-Label Image Classification by Feature Attention Network. IEEE Access 7 (2019)
Minghui Dong, Shiping Wen, Zhigang Zeng, Zheng Yan, Tingwen Huang
Sparse fully convolutional network for face labeling. Neurocomputing 331 (2019)
Bin Wang, Jie Lu, Zheng Yan, Huaishao Luo, Tianrui Li, Yu Zheng, Guangquan Zhang
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting. KDD (2019)
Shiping Wen, Shuixin Xiao, Yin Yang, Zheng Yan, Zhigang Zeng, Tingwen Huang
Adjusting Learning Rate of Memristor-Based Multilayer Neural Networks via Fuzzy Method. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (6) (2019)
Jie Lu, Zheng Yan, Jialin Han, Guangquan Zhang
M): Framework, Methodology, and Directions. IEEE Trans. Emerg. Top. Comput. Intell. 3 (4) (2019)
Bin Wang, Zheng Yan, Jie Lu, Guangquan Zhang, Tianrui Li
Deep Multi-task Learning for Air Quality Prediction. ICONIP (5) (2018)
Bin Wang, Zheng Yan, Jie Lu, Guangquan Zhang, Tianrui Li
Explore Uncertainty in Residual Networks for Crowds Flow Prediction. IJCNN (2018)
Junyu Xuan, Jie Lu, Zheng Yan, Guangquan Zhang
Bayesian Deep Reinforcement Learning via Deep Kernel Learning. Int. J. Comput. Intell. Syst. 12 (1) (2018)
Shiping Wen, Xudong Xie, Zheng Yan, Tingwen Huang, Zhigang Zeng
General memristor with applications in multilayer neural networks. Neural Networks 103 (2018)
Bin Wang, Zheng Yan, Huaishao Luo, Tianrui Li, Jie Lu, Guangquan Zhang
Deep Uncertainty Learning: A Machine Learning Approach for Weather Forecasting. CoRR (2018)
Zheng Yan, Jie Lu, Guangquan Zhang
Distributed Model Predictive Control of Linear Systems with Coupled Constraints Based on Collective Neurodynamic Optimization. Australasian Conference on Artificial Intelligence (2018)
Xinyi Le, Zheng Yan, Juntong Xi
A Collective Neurodynamic System for Distributed Optimization with Applications in Model Predictive Control. IEEE Trans. Emerg. Top. Comput. Intell. 1 (4) (2017)
Zheng Yan, Jianchao Fan, Jun Wang
A Collective Neurodynamic Approach to Constrained Global Optimization. IEEE Trans. Neural Networks Learn. Syst. 28 (5) (2017)
Zheng Yan, Xinyi Le, Jun Wang
Tube-Based Robust Model Predictive Control of Nonlinear Systems via Collective Neurodynamic Optimization. IEEE Trans. Ind. Electron. 63 (7) (2016)
Zheng Yan, Jun Wang
Nonlinear Model Predictive Control Based on Collective Neurodynamic Optimization. IEEE Trans. Neural Networks Learn. Syst. 26 (4) (2015)
Zhenyuan Guo, Jun Wang, Zheng Yan
Global Exponential Synchronization of Two Memristor-Based Recurrent Neural Networks With Time Delays via Static or Dynamic Coupling. IEEE Trans. Syst. Man Cybern. Syst. 45 (2) (2015)
Guocheng Li, Zheng Yan, Jun Wang
A one-layer recurrent neural network for constrained nonconvex optimization. Neural Networks 61 (2015)
Guocheng Li, Zheng Yan, Jun Wang
A one-layer recurrent neural network for constrained nonsmooth invex optimization. Neural Networks 50 (2014)
Xinyi Le, Zheng Yan, Jun Wang
Neurodynamics-based robust eigenstructure assignment for second-order descriptor systems. IJCNN (2014)
Xinyi Le, Jun Wang, Zheng Yan
Neurodynamics-based robust pole assignment for synthesizing second-order control systems via output feedback based on a convex feasibility problem reformulation. INISTA (2014)
Zhenyuan Guo, Jun Wang, Zheng Yan
Passivity and Passification of Memristor-Based Recurrent Neural Networks With Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 25 (11) (2014)
Zheng Yan, Xinyi Le, Jun Wang
Model Predictive Control of Linear Parameter Varying Systems Based on a Recurrent Neural Network. TPNC (2014)
Xinzhe Wang, Zheng Yan, Jun Wang
Model predictive control of multi-robot formation based on the simplified dual neural network. IJCNN (2014)
Zheng Yan, Jun Wang
Robust Model Predictive Control of Nonlinear Systems With Unmodeled Dynamics and Bounded Uncertainties Based on Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 25 (3) (2014)
Zhenyuan Guo, Jun Wang, Zheng Yan
Attractivity Analysis of Memristor-Based Cellular Neural Networks With Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 25 (4) (2014)
Zheng Yan, Jun Wang, Guocheng Li
A collective neurodynamic optimization approach to bound-constrained nonconvex optimization. Neural Networks 55 (2014)
Zhenyuan Guo, Jun Wang, Zheng Yan
A systematic method for analyzing robust stability of interval neural networks with time-delays based on stability criteria. Neural Networks 54 (2014)
Zhenyuan Guo, Jun Wang, Zheng Yan
Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with time-varying delays. Neural Networks 48 (2013)
Xinyi Le, Zheng Yan, Jun Wang
A neurodynamic optimization approach to robust pole assignment for synthesizing piecewise linear control systems. ICIA (2013)
Zheng Yan, Jun Wang
Stochastic model predictive control of Markov jump linear systems based on a two-layer recurrent neural network. ICIA (2013)
Zheng Yan, Jun Wang
A neurodynamic approach to bicriteria model predictive control of nonlinear affine systems based on a Goal Programming formulation. IJCNN (2012)
Zheng Yan, Jun Wang
Model Predictive Control of Nonlinear Systems With Unmodeled Dynamics Based on Feedforward and Recurrent Neural Networks. IEEE Trans. Ind. Informatics 8 (4) (2012)
Zheng Yan, Siu Fong Chung, Jun Wang
Model predictive control of autonomous underwater vehicles based on the simplified dual neural network. SMC (2012)
Zheng Yan, Jun Wang
Robust model predictive control of nonlinear affine systems based on a two-layer recurrent neural network. IJCNN (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zheng Yan