Zheng Yan - RankMe

74 papers A* 1B 6C 1Journal 59Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Comprehensive Review on Control Barrier Functions: Uncertainty Handling, Design Optimization, and Feasibility Analysis. IEEE Trans. Cybern. Shanshan Zhao, Zheng Yan, Tingwen Huang, Shiping Wen
2026	J	`jnl`	Diversity-Driven Model Ensemble Adaptive Trust Region Policy Optimization. IEEE Trans. Syst. Man Cybern. Syst. Haotian Xu, Zheng Yan, Junyu Xuan, Guangquan Zhang, Jie Lu
2026	J	`jnl`	Observer-based consensus tracking of stochastic multi-agent systems via control Lyapunov function. Neural Networks Zheng Yan, Boqian Li, Ping Qi, Shiping Wen, Tingwen Huang
2025	J	`jnl`	Nonlinear Matrix Factorization With Cognitive Opinion Formation for Social Recommendation. IEEE Trans. Syst. Man Cybern. Syst. Fei Xiong, Xuelian Ni, Shirui Pan, Hongshu Chen, Liang Wang, Zheng Yan
2025	J	`jnl`	Optimal Parameter Adaptation for Safety-Critical Control via Safe Barrier Bayesian Optimization. CoRR Shengbo Wang, Ke Li, Zheng Yan, Zhenyuan Guo, Song Zhu, Guanghui Wen, Shiping Wen
2025	J	`jnl`	Optimal Parameter Adaptation for Safety-Critical Control via Safe Barrier Bayesian Optimization. IEEE Trans. Control. Syst. Technol. Shengbo Wang, Ke Li, Zheng Yan, Zhenyuan Guo, Song Zhu, Guanghui Wen, Shiping Wen
2025	J	`jnl`	Robust Non-Negative Matrix Tri-Factorization with Dual Hyper-Graph Regularization. Big Data Min. Anal. Jiyang Yu, Hangjun Che, Man-Fai Leung, Cheng Liu, Wenhui Wu, Zheng Yan
2024	J	`jnl`	Adaptive multi-view subspace learning based on distributed optimization. Internet Things Wei Guo, Hangjun Che, Man-Fai Leung, Zheng Yan
2024	J	`jnl`	Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering. Signal Process. Yuzhu Dong, Hangjun Che, Man-Fai Leung, Cheng Liu, Zheng Yan
2024	J	`jnl`	Disentangling Stochastic PDE Dynamics for Unsupervised Video Prediction. IEEE Trans. Neural Networks Learn. Syst. Xinheng Wu, Jie Lu, Zheng Yan, Guangquan Zhang
2024	J	`jnl`	Robust Gaussian Process Regression With Input Uncertainty: A PAC-Bayes Perspective. IEEE Trans. Cybern. Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang
2024	J	`jnl`	Tensor Factorization With Sparse and Graph Regularization for Fake News Detection on Social Networks. IEEE Trans. Comput. Soc. Syst. Hangjun Che, Baicheng Pan, Man-Fai Leung, Yuting Cao, Zheng Yan
2023	J	`jnl`	A Survey on the Control Lyapunov Function and Control Barrier Function for Nonlinear-Affine Control Systems. IEEE CAA J. Autom. Sinica Boqian Li, Shiping Wen, Zheng Yan, Guanghui Wen, Tingwen Huang
2023	J	`jnl`	Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars. IEEE Trans. Emerg. Top. Comput. Intell. Bo Lyu, Maher Hamdi, Yin Yang, Yuting Cao, Zheng Yan, Ke Li, Shiping Wen, Tingwen Huang
2023	—	`conf`	Game Physics Engine Using Optimised Geometric Algebra RISC-V Vector Extensions Code Using Fourier Series Data. CGI (4) Ed Saribatir, Niko Zurstraßen, Dietmar Hildenbrand, Florian Stock, Atilio Morillo Piña, Frederic von Wegner, Zheng Yan, Shiping Wen, Matthew Arnold
2023	J	`jnl`	Improving proximal policy optimization with alpha divergence. Neurocomputing Haotian Xu, Zheng Yan, Junyu Xuan, Guangquan Zhang, Jie Lu
2023	J	`jnl`	Robust multi-view non-negative matrix factorization with adaptive graph and diversity constraints. Inf. Sci. Chenglu Li, Hangjun Che, Man-Fai Leung, Cheng Liu, Zheng Yan
2022	J	`jnl`	A quantile fusion methodology for deep forecasting. Neurocomputing Bin Wang, Jie Lu, Tianrui Li, Zheng Yan, Guangquan Zhang
2022	J	`jnl`	Orthogonal Super Greedy Learning for Sparse Feedforward Neural Networks. IEEE Trans. Netw. Sci. Eng. Lin Xu, Xiangyong Cao, Jing Yao, Zheng Yan
2022	J	`jnl`	Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making. CoRR Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang
2021	J	`jnl`	CKFO: Convolution Kernel First Operated Algorithm With Applications in Memristor-Based Convolutional Neural Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Shiping Wen, Jiadong Chen, Yingcheng Wu, Zheng Yan, Yuting Cao, Yin Yang, Tingwen Huang
2021	J	`jnl`	Influence Spread in Geo-Social Networks: A Multiobjective Optimization Perspective. IEEE Trans. Cybern. Liang Wang, Zhiwen Yu, Fei Xiong, Dingqi Yang, Shirui Pan, Zheng Yan
2021	J	`jnl`	Multilabel Image Classification via Feature/Label Co-Projection. IEEE Trans. Syst. Man Cybern. Syst. Shiping Wen, Weiwei Liu, Yin Yang, Pan Zhou, Zhenyuan Guo, Zheng Yan, Yiran Chen, Tingwen Huang
2021	J	`jnl`	PAC-Bayes Bounds for Meta-learning with Data-Dependent Prior. CoRR Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang
2021	J	`jnl`	Periodic Event-Triggered Synchronization of Multiple Memristive Neural Networks With Switching Topologies and Parameter Mismatch. IEEE Trans. Cybern. Shengbo Wang, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang
2021	J	`jnl`	Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance. IEEE Trans. Neural Networks Learn. Syst. Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang, Yiran Chen
2021	J	`jnl`	Statistical generalization performance guarantee for meta-learning with data dependent prior. Neurocomputing Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang
2021	J	`jnl`	TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework. CoRR Bo Lyu, Shiping Wen, Zheng Yan, Kaibo Shi, Ke Li, Tingwen Huang
2020	J	`jnl`	Advances in deep neural information processing. Neurocomputing Dongbin Zhao, Shukai Duan, Zheng Yan, Cesare Alippi
2020	J	`jnl`	DeepPIPE: A distribution-free uncertainty quantification approach for time series forecasting. Neurocomputing Bin Wang, Tianrui Li, Zheng Yan, Guangquan Zhang, Jie Lu
2020	J	`jnl`	Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application. Neural Comput. Appl. Xudong Xie, Shiping Wen, Zheng Yan, Tingwen Huang, Yiran Chen
2020	J	`jnl`	Exploiting Implicit Influence From Information Propagation for Social Recommendation. IEEE Trans. Cybern. Fei Xiong, Weihan Shen, Hongshu Chen, Shirui Pan, Ximeng Wang, Zheng Yan
2020	J	`jnl`	Global Stabilization of Memristive Neural Networks with Leakage and Time-Varying Delays Via Quantized Sliding-Mode Controller. Neural Process. Lett. Yuting Cao, Bo Sun, Zhenyuan Guo, Tingwen Huang, Zheng Yan, Shiping Wen
2020	J	`jnl`	Memristor-Based Design of Sparse Compact Convolutional Neural Network. IEEE Trans. Netw. Sci. Eng. Shiping Wen, Huaqiang Wei, Zheng Yan, Zhenyuan Guo, Yin Yang, Tingwen Huang, Yiran Chen
2020	J	`jnl`	Quantized passification of delayed memristor-based neural networks via sliding model control. J. Frankl. Inst. Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen
2020	J	`jnl`	Synchronization of discrete-time recurrent neural networks with time-varying delays via quantized sliding mode control. Appl. Math. Comput. Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen
2020	J	`jnl`	Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates. Neural Networks Zheng Yan, Jiadong Chen, Rui Hu, Tingwen Huang, Yiran Chen, Shiping Wen
2019	J	`jnl`	Adjusting Learning Rate of Memristor-Based Multilayer Neural Networks via Fuzzy Method. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Shiping Wen, Shuixin Xiao, Yin Yang, Zheng Yan, Zhigang Zeng, Tingwen Huang
2019	J	`jnl`	Automatic Segmentation of Human Placenta Images With U-Net. IEEE Access Mo Han, Yuwei Bao, Ziyan Sun, Shiping Wen, Liming Xia, Jingyang Zhao, Junfeng Du, Zheng Yan
2019	J	`jnl`	Data-Driven Decision-Making (D IEEE Trans. Emerg. Top. Comput. Intell. Jie Lu, Zheng Yan, Jialin Han, Guangquan Zhang
2019	A*	`conf`	Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting. KDD Bin Wang, Jie Lu, Zheng Yan, Huaishao Luo, Tianrui Li, Yu Zheng, Guangquan Zhang
2019	J	`jnl`	Multi-Label Image Classification by Feature Attention Network. IEEE Access Zheng Yan, Weiwei Liu, Shiping Wen, Yin Yang
2019	J	`jnl`	Reconstruction of sparse signals via neurodynamic optimization. Int. J. Mach. Learn. Cybern. Guocheng Li, Zheng Yan
2019	J	`jnl`	Sparse fully convolutional network for face labeling. Neurocomputing Minghui Dong, Shiping Wen, Zhigang Zeng, Zheng Yan, Tingwen Huang
2018	J	`jnl`	Bayesian Deep Reinforcement Learning via Deep Kernel Learning. Int. J. Comput. Intell. Syst. Junyu Xuan, Jie Lu, Zheng Yan, Guangquan Zhang
2018	—	`conf`	Deep Multi-task Learning for Air Quality Prediction. ICONIP (5) Bin Wang, Zheng Yan, Jie Lu, Guangquan Zhang, Tianrui Li
2018	J	`jnl`	Deep Uncertainty Learning: A Machine Learning Approach for Weather Forecasting. CoRR Bin Wang, Zheng Yan, Huaishao Luo, Tianrui Li, Jie Lu, Guangquan Zhang
2018	—	`conf`	Distributed Model Predictive Control of Linear Systems with Coupled Constraints Based on Collective Neurodynamic Optimization. Australasian Conference on Artificial Intelligence Zheng Yan, Jie Lu, Guangquan Zhang
2018	B	`conf`	Explore Uncertainty in Residual Networks for Crowds Flow Prediction. IJCNN Bin Wang, Zheng Yan, Jie Lu, Guangquan Zhang, Tianrui Li
2018	J	`jnl`	General memristor with applications in multilayer neural networks. Neural Networks Shiping Wen, Xudong Xie, Zheng Yan, Tingwen Huang, Zhigang Zeng
2017	J	`jnl`	A Collective Neurodynamic Approach to Constrained Global Optimization. IEEE Trans. Neural Networks Learn. Syst. Zheng Yan, Jianchao Fan, Jun Wang
2017	J	`jnl`	A Collective Neurodynamic System for Distributed Optimization with Applications in Model Predictive Control. IEEE Trans. Emerg. Top. Comput. Intell. Xinyi Le, Zheng Yan, Juntong Xi
2016	J	`jnl`	Tube-Based Robust Model Predictive Control of Nonlinear Systems via Collective Neurodynamic Optimization. IEEE Trans. Ind. Electron. Zheng Yan, Xinyi Le, Jun Wang
2015	J	`jnl`	A one-layer recurrent neural network for constrained nonconvex optimization. Neural Networks Guocheng Li, Zheng Yan, Jun Wang
2015	J	`jnl`	Global Exponential Synchronization of Two Memristor-Based Recurrent Neural Networks With Time Delays via Static or Dynamic Coupling. IEEE Trans. Syst. Man Cybern. Syst. Zhenyuan Guo, Jun Wang, Zheng Yan
2015	J	`jnl`	Nonlinear Model Predictive Control Based on Collective Neurodynamic Optimization. IEEE Trans. Neural Networks Learn. Syst. Zheng Yan, Jun Wang
2014	J	`jnl`	A collective neurodynamic optimization approach to bound-constrained nonconvex optimization. Neural Networks Zheng Yan, Jun Wang, Guocheng Li
2014	J	`jnl`	A one-layer recurrent neural network for constrained nonsmooth invex optimization. Neural Networks Guocheng Li, Zheng Yan, Jun Wang
2014	J	`jnl`	A systematic method for analyzing robust stability of interval neural networks with time-delays based on stability criteria. Neural Networks Zhenyuan Guo, Jun Wang, Zheng Yan
2014	—	`—`	Analysis and design of neurodynamic approaches to nonlinear and robust model predictive control. Zheng Yan
2014	J	`jnl`	Attractivity Analysis of Memristor-Based Cellular Neural Networks With Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. Zhenyuan Guo, Jun Wang, Zheng Yan
2014	—	`conf`	Model Predictive Control of Linear Parameter Varying Systems Based on a Recurrent Neural Network. TPNC Zheng Yan, Xinyi Le, Jun Wang
2014	B	`conf`	Model predictive control of multi-robot formation based on the simplified dual neural network. IJCNN Xinzhe Wang, Zheng Yan, Jun Wang
2014	B	`conf`	Neurodynamics-based robust eigenstructure assignment for second-order descriptor systems. IJCNN Xinyi Le, Zheng Yan, Jun Wang
2014	C	`conf`	Neurodynamics-based robust pole assignment for synthesizing second-order control systems via output feedback based on a convex feasibility problem reformulation. INISTA Xinyi Le, Jun Wang, Zheng Yan
2014	J	`jnl`	Passivity and Passification of Memristor-Based Recurrent Neural Networks With Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. Zhenyuan Guo, Jun Wang, Zheng Yan
2014	J	`jnl`	Robust Model Predictive Control of Nonlinear Systems With Unmodeled Dynamics and Bounded Uncertainties Based on Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Zheng Yan, Jun Wang
2013	—	`conf`	A neurodynamic optimization approach to robust pole assignment for synthesizing piecewise linear control systems. ICIA Xinyi Le, Zheng Yan, Jun Wang
2013	J	`jnl`	Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with time-varying delays. Neural Networks Zhenyuan Guo, Jun Wang, Zheng Yan
2013	—	`conf`	Stochastic model predictive control of Markov jump linear systems based on a two-layer recurrent neural network. ICIA Zheng Yan, Jun Wang
2012	B	`conf`	A neurodynamic approach to bicriteria model predictive control of nonlinear affine systems based on a Goal Programming formulation. IJCNN Zheng Yan, Jun Wang
2012	J	`jnl`	Model Predictive Control of Nonlinear Systems With Unmodeled Dynamics Based on Feedforward and Recurrent Neural Networks. IEEE Trans. Ind. Informatics Zheng Yan, Jun Wang
2012	B	`conf`	Model predictive control of autonomous underwater vehicles based on the simplified dual neural network. SMC Zheng Yan, Siu Fong Chung, Jun Wang
2011	B	`conf`	Robust model predictive control of nonlinear affine systems based on a two-layer recurrent neural network. IJCNN Zheng Yan, Jun Wang