Jinliang Ding

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 93

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Evol. Comput.

IEEE Trans. Cybern.

Publications

Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
Model-Free Q-Learning for the Tracking Problem of Linear Discrete-Time Systems. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Jiaxin Chen, Jinliang Ding, Ke Li, Kay Chen Tan, Tianyou Chai
A Knee Point Driven Evolutionary Algorithm for Multiobjective Bilevel Optimization. IEEE Trans. Cybern. 54 (7) (2024)
Tongkang Zhang, Jinliang Ding, Cheng Zeng, Kaifeng Guan, Ye Liu, Chunhui Zhao, Tianyou Chai
iHPPPVis: Interactive Visual Analytics Approach for Production Performance Monitoring of Heavy-Plate Production Process. IEEE Trans. Cybern. 54 (7) (2024)
Haofeng Wu, Qingda Chen, Yaochu Jin, Jinliang Ding, Tianyou Chai
A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition Functions. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Xu Chen, Chunhui Zhao, Jinliang Ding, Shunyi Zhao
Input-Output Directed Dependency: Driving-Disentangled Dynamic Mode Decomposition for Control System Representation Learning and Monitoring. IEEE Trans. Ind. Electron. 71 (10) (2024)
Qingda Chen, Jinliang Ding, Gary G. Yen, Shengxiang Yang, Tianyou Chai
Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments. IEEE Trans. Evol. Comput. 28 (3) (2024)
Yongchao Zhang, Jinliang Ding, Yongbo Li, Zhaohui Ren, Ke Feng
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions. Eng. Appl. Artif. Intell. 133 (2024)
Pengyu Song, Chunhui Zhao, Jinliang Ding, Shunyi Zhao
Multimodal Decoupled Representation With Compatibility Learning for Explicit Nonstationary Process Monitoring. IEEE Trans. Ind. Electron. 71 (7) (2024)
Chang Tian, Pengyu Song, Chunhui Zhao, Jinliang Ding
Structure Feature Extraction for Hierarchical Alarm Flood Classification and Alarm Prediction. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Pengyu Song, Chunhui Zhao, Biao Huang, Jinliang Ding
Explicit Representation and Customized Fault Isolation Framework for Learning Temporal and Spatial Dependencies in Industrial Processes. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Haofeng Wu, Qingda Chen, Cuie Yang, Jinliang Ding, Yaochu Jin
A Surrogate-Assisted Coevolutionary Algorithm for Expensive Constrained Multiobjective Optimization. CEC (2024)
Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
Error-based adaptive optimal tracking control of nonlinear discrete-time systems. Sci. China Inf. Sci. 67 (1) (2024)
Kailai Gao, Cuie Yang, Jinliang Ding, Kay Chen Tan, Tianyou Chai
Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization. IEEE Trans. Evol. Comput. 28 (4) (2024)
Datong Li, Jun Lu, Tongkang Zhang, Jinliang Ding
Self-Supervised Learning and Multisource Heterogeneous Information Fusion Based Quality Anomaly Detection for Heavy-Plate Shape. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Ling Yi, Yu Wu, Amr Tolba, Tengfei Li, Shiqi Ren, Jinliang Ding
SA-MLP-Mixer: A Compact All-MLP Deep Neural Net Architecture for UAV Navigation in Indoor Environments. IEEE Internet Things J. 11 (12) (2024)
Yuanjian Fu, Jinliang Ding, Xue Xu
Low-Rank Multimanifold Embedding Learning for Multimode Process Monitoring. IEEE Trans. Ind. Informatics 20 (3) (2024)
Xu Chen, Baolin Zhang, Chunhui Zhao, Jinliang Ding, Wenhai Wang
From Coarse to Fine: Hierarchical Zero-Shot Fault Diagnosis With Multigrained Attributes. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Jin-Xi Zhang, Jinliang Ding, Tianyou Chai
Fault-Tolerant Prescribed Performance Control of Wheeled Mobile Robots: A Mixed-Gain Adaption Approach. IEEE Trans. Autom. Control. 69 (8) (2024)
Yongfu Wang, Yan Liu, Jinliang Ding, Dianhui Wang
Adaptive type-2 fuzzy output feedback control using nonlinear observers for permanent magnet synchronous motor servo systems. Eng. Appl. Artif. Intell. 131 (2024)
Ling Yi, Jinliang Ding, Changxin Liu, Tianyou Chai
Fast Sensitivity-Analysis-Based Online Self-Organizing Broad Learning System. IEEE Trans. Ind. Informatics 20 (5) (2024)
Yuanchao Liu, Jianchang Liu, Jinliang Ding, Shangshang Yang, Yaochu Jin
A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems. IEEE Trans. Evol. Comput. 28 (4) (2024)
Zeli Zhao, Jinliang Ding, Jin-Xi Zhang, Tianyou Chai
Distributed Optimal Resource Allocation With Local Feasibility Constraints for High-Order Multiagent Systems. IEEE Trans. Control. Netw. Syst. 11 (1) (2024)
Yanhong Luo, Yannan Li, Jinliang Ding, Huaguang Zhang
Optimal Moving-Target Circumnavigation Control of Multiple Wheeled Mobile Robots Based on Adaptive Dynamic Programming. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Siyu Zhang, Hua-Liang Wei, Jinliang Ding
An effective zero-shot learning approach for intelligent fault detection using 1D CNN. Appl. Intell. 53 (12) (2023)
Cuie Yang, Yiu-Ming Cheung, Jinliang Ding, Kay Chen Tan, Bing Xue, Mengjie Zhang
Contrastive Learning Assisted-Alignment for Partial Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Xu Chen, Chunhui Zhao, Jinliang Ding
Pyramid-type zero-shot learning model with multi-granularity hierarchical attributes for industrial fault diagnosis. Reliab. Eng. Syst. Saf. 240 (2023)
Jiawei Chen, Pengyu Song, Chunhui Zhao, Jinliang Ding
Spatiotemporal Multiscale Correlation Embedding With Process Variable Reorder for Industrial Soft Sensing. IEEE Trans. Instrum. Meas. 72 (2023)
Pei Zhang, Zhaobo Hua, Jinliang Ding
A Neuro-Inspired Hierarchical Reinforcement Learning for Motor Control. CoRR (2023)
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization. Evol. Comput. 31 (4) (2023)
Ling Yi, Jinliang Ding, Changxin Liu, Tianyou Chai
High-Dimensional Data Global Sensitivity Analysis Based on Deep Soft Sensor Model. IEEE Trans. Cybern. 53 (9) (2023)
Jiancheng Zhao, Jiaqi Yue, Liangjun Feng, Chunhui Zhao, Jinliang Ding
Addressing Domain Shift via Knowledge Space Sharing for Generalized Zero-Shot Industrial Fault Diagnosis. CoRR (2023)
Yan Zhou, Yaochu Jin, Yao Sun, Jinliang Ding
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Huan Zhang, Jinliang Ding, Liang Feng, Kay Chen Tan, Ke Li
Solving Expensive Optimization Problems in Dynamic Environments with Meta-learning. CoRR (2023)
Junhao Chen, Chunhui Zhao, Jinliang Ding
A Flexible Probabilistic Framework With Concurrent Analysis of Continuous and Categorical Data for Industrial Fault Detection and Diagnosis. IEEE Trans. Ind. Informatics 19 (10) (2023)
Haiyue Zhu, Qingda Chen, Jinliang Ding, Xingyi Zhang, Hongfeng Wang
Parameter-Adaptive Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization Algorithm. SSCI (2023)
Ran Cheng, Jinliang Ding, Wenli Du, Yaochu Jin
Thematic issue on knowledge and data driven evolutionary multi-objective optimization. Memetic Comput. 14 (2) (2022)
Jinna Li, Jinliang Ding, Tianyou Chai, Frank L. Lewis, Sarangapani Jagannathan
Adaptive Interleaved Reinforcement Learning: Robust Stability of Affine Nonlinear Systems With Unknown Uncertainty. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Yuandong Chen, Jinliang Ding, Tianyou Chai
A Knowledge Transfer Based Scheduling Algorithm for Large-Scale Refinery Production. IEEE Trans. Ind. Informatics 18 (2) (2022)
Haofeng Wu, Jinliang Ding, Qingda Chen
Gaussian Process-assisted Evolutionary Algorithm for Constrained Expensive Multi-Objective Optimization. ASCC (2022)
Jun Lu, Jinliang Ding, Changxin Liu, Tianyou Chai
Hierarchical-Bayesian-Based Sparse Stochastic Configuration Networks for Construction of Prediction Intervals. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Huan Zhang, Jinliang Ding, Min Jiang, Kay Chen Tan, Tianyou Chai
Inverse Gaussian Process Modeling for Evolutionary Dynamic Multiobjective Optimization. IEEE Trans. Cybern. 52 (10) (2022)
Cuie Yang, Yiu-Ming Cheung, Jinliang Ding, Kay Chen Tan
Concept Drift-Tolerant Transfer Learning in Dynamic Environments. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Dan Guo, Xilu Wang, Kailai Gao, Yaochu Jin, Jinliang Ding, Tianyou Chai
Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network. IEEE Trans. Syst. Man Cybern. Syst. 52 (4) (2022)
Jun Lu, Jinliang Ding
A novel stochastic configuration network with iterative learning using privileged information and its application. Inf. Sci. 613 (2022)
Qing-da Chen, Jinliang Ding, Tianyou Chai, Quanke Pan
Evolutionary Optimization Under Uncertainty: The Strategies to Handle Varied Constraints for Fluid Catalytic Cracking Operation. IEEE Trans. Cybern. 52 (4) (2022)
Jiaxin Chen, Jinliang Ding, Kay Chen Tan, Qingda Chen
A decomposition-based evolutionary algorithm for scalable multi/many-objective optimization. Memetic Comput. 13 (3) (2021)
Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
A novel adaptive dynamic programming based on tracking error for nonlinear discrete-time systems. Autom. 129 (2021)
Xue Xu, Jinliang Ding, Qiang Liu, Tianyou Chai
A Novel Multimanifold Joint Projections Model for Multimode Process Monitoring. IEEE Trans. Ind. Informatics 17 (9) (2021)
Zhenan He, Gary G. Yen, Jinliang Ding
Knee-Based Decision Making and Visualization in Many-Objective Optimization. IEEE Trans. Evol. Comput. 25 (2) (2021)
Chao Liu, Jinliang Ding, Jiyuan Sun
Reinforcement Learning Based Decision Making of Operational Indices in Process Industry Under Changing Environment. IEEE Trans. Ind. Informatics 17 (4) (2021)
Hui Zhao, Xuewu Dai, Lei Ding, Dongliang Cui, Jinliang Ding, Tianyou Chai
Resilient Cooperative Control for High-Speed Trains Under Denial-of-Service Attacks. IEEE Trans. Veh. Technol. 70 (12) (2021)
Nianzu Zheng, Jinliang Ding, Tianyou Chai
DMGAN: Adversarial Learning-Based Decision Making for Human-Level Plant-Wide Operation of Process Industries Under Uncertainties. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Tao Yang, Jinliang Ding, Kyriakos G. Vamvoudakis, S. Joe Qin
Guest Editorial: Industrial Artificial Intelligence for Smart Manufacturing. IEEE Trans. Ind. Informatics 17 (12) (2021)
Qing-da Chen, Jinliang Ding, Shengxiang Yang, Tianyou Chai
A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 24 (4) (2020)
Zhenfei Xiao, Jinna Li, Jinliang Ding, Shuai Liu, Guoliang Wang
Robust Optimal Tracking Control for Linear Systems via Adaptive Dynamic Programming method. ICCA (2020)
Jun Lu, Jinliang Ding
Mixed-Distribution-Based Robust Stochastic Configuration Networks for Prediction Interval Construction. IEEE Trans. Ind. Informatics 16 (8) (2020)
Jun Lu, Jinliang Ding, Xuewu Dai, Tianyou Chai
Ensemble Stochastic Configuration Networks for Estimating Prediction Intervals: A Simultaneous Robust Training Algorithm and Its Application. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Yan Zhou, Yaochu Jin, Jinliang Ding
Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines. Neurocomputing 406 (2020)
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments. CoRR (2020)
Jinna Li, Jinliang Ding, Tianyou Chai, Frank L. Lewis
Nonzero-Sum Game Reinforcement Learning for Performance Optimization in Large-Scale Industrial Processes. IEEE Trans. Cybern. 50 (9) (2020)
Qing-da Chen, Jinliang Ding, Shengxiang Yang, Tianyou Chai
Constrained Operational Optimization of a Distillation Unit in Refineries With Varying Feedstock Properties. IEEE Trans. Control. Syst. Technol. 28 (6) (2020)
Hui Zhao, Xuewu Dai, Qi Zhang, Jinliang Ding
Robust Event-Triggered Model Predictive Control for Multiple High-Speed Trains With Switching Topologies. IEEE Trans. Veh. Technol. 69 (5) (2020)
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions. IEEE Trans. Evol. Comput. 24 (3) (2020)
Ling Yi, Jinliang Ding, Changxin Liu
NMR principle analysis based object detection for intelligent measurement of crude oil moisture content. ASCC (2019)
Jinliang Ding, Cuie Yang, Yaochu Jin, Tianyou Chai
Generalized Multitasking for Evolutionary Optimization of Expensive Problems. IEEE Trans. Evol. Comput. 23 (1) (2019)
Chun Li, Jinliang Ding, Changxin Liu, Frank L. Lewis
A Novel On-line VI-ADP for Nonlinear Discrete-time Systems. ICCA (2019)
Fei Qin, Qilong Zhang, Wuxiong Zhang, Yang Yang, Jinliang Ding, Xuewu Dai
Link Quality Estimation in Industrial Temporal Fading Channel With Augmented Kalman Filter. IEEE Trans. Ind. Informatics 15 (4) (2019)
Dan Guo, Yaochu Jin, Jinliang Ding, Tianyou Chai
Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems. IEEE Trans. Cybern. 49 (3) (2019)
Jinliang Ding, Cuie Yang, Qiong Xiao, Tianyou Chai, Yaochu Jin
Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing. IEEE Trans. Emerg. Top. Comput. Intell. 3 (1) (2019)
Cuie Yang, Jinliang Ding, Yaochu Jin, Chengzhi Wang, Tianyou Chai
Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes. IEEE Trans Autom. Sci. Eng. 16 (3) (2019)
Qiang Liu, Jinliang Ding
Reference Vector Based Multidirectional Prediction for Evolutionary Dynamic Multiobjective Optimization. CEC (2019)
Qing-da Chen, Quan-Ke Pan, Biao Zhang, Jinliang Ding, Junqing Li
Effective Hot Rolling Batch Scheduling Algorithms in Compact Strip Production. IEEE Trans Autom. Sci. Eng. 16 (4) (2019)
Jun Lu, Jinliang Ding
Construction of prediction intervals for carbon residual of crude oil based on deep stochastic configuration networks. Inf. Sci. 486 (2019)
Jinliang Ding, Yaochu Jin
To the special Issue on "Metaheuristics for optimization of complex process engineering". Nat. Comput. 18 (4) (2019)
Yan Zhou, Yaochu Jin, Jinliang Ding
Evolutionary Optimization of Liquid State Machines for Robust Learning. ISNN (1) (2019)
Cuie Yang, Jinliang Ding
Constrained dynamic multi-objective evolutionary optimization for operational indices of beneficiation process. J. Intell. Manuf. 30 (7) (2019)
Chaoli Sun, Jinliang Ding, Jianchao Zeng, Yaochu Jin
A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems. Memetic Comput. 10 (2) (2018)
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
Incremental data-driven optimization of complex systems in nonstationary environments. Sci. China Inf. Sci. 61 (12) (2018)
Jinna Li, Tianyou Chai, Frank L. Lewis, Jialu Fan, Zhengtao Ding, Jinliang Ding
Off-Policy Q-Learning: Set-Point Design for Optimizing Dual-Rate Rougher Flotation Operational Processes. IEEE Trans. Ind. Electron. 65 (5) (2018)
Yaping Fu, Jinliang Ding, Hongfeng Wang, Junwei Wang
Two-objective stochastic flow-shop scheduling with deteriorating and learning effect in Industry 4.0-based manufacturing system. Appl. Soft Comput. 68 (2018)
Yaochu Jin, Jinliang Ding, Yongsheng Ding
Thematic issue on "bio-inspired learning for data analysis". Memetic Comput. 9 (1) (2017)
Yaochu Jin, Jinliang Ding
Special issue on "Data-driven evolutionary optimization". Soft Comput. 21 (20) (2017)
Xue Xu, Qiang Liu, Jinliang Ding
Gasoline dry point prediction of fractionation processes using dynamic inner partial least squares. ASCC (2017)
Cuie Yang, Jinliang Ding, Kay Chen Tan, Yaochu Jin
Two-stage assortative mating for multi-objective multifactorial evolutionary optimization. CDC (2017)
Jinliang Ding, Haitao Wang, Chuanbao Li, Tianyou Chai, Junwei Wang
An online learning neural network ensembles with random weights for regression of sequential data stream. Soft Comput. 21 (20) (2017)
Chaoli Sun, Yaochu Jin, Ran Cheng, Jinliang Ding, Jianchao Zeng
Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems. IEEE Trans. Evol. Comput. 21 (4) (2017)
Xinran Ma, Jinliang Ding
A preferred learning based adaptive differential evolution algorithm for large scale optimization. SSCI (2016)
Yaochu Jin, Cuie Yang, Jinliang Ding, Tianyou Chai
Reference point based prediction for evolutionary dynamic multiobjective optimization. CEC (2016)
Junwei Wang, Raja R. Muddada, Hongfeng Wang, Jinliang Ding, Yingzi Lin, Changli Liu, Wen-Jun Zhang
Toward a Resilient Holistic Supply Chain Network System: Concept, Review and Future Direction. IEEE Syst. J. 10 (2) (2016)
Chao-Li Sun, Yaochu Jin, Jinliang Ding, Jianchao Zeng
Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems. GECCO (Companion) (2016)
Dan Guo, Tianyou Chai, Jinliang Ding, Yaochu Jin
Small data driven evolutionary multi-objective optimization of fused magnesium furnaces. SSCI (2016)
Jinliang Ding, Hamidreza Modares, Tianyou Chai, Frank L. Lewis
Data-Based Multiobjective Plant-Wide Performance Optimization of Industrial Processes Under Dynamic Environments. IEEE Trans. Ind. Informatics 12 (2) (2016)
Jinliang Ding, Tianyou Chai, Hongfeng Wang, Junwei Wang, Xiuping Zheng
An intelligent factory-wide optimal operation system for continuous production process. Enterp. Inf. Syst. 10 (3) (2016)
Changxin Liu, Jinliang Ding, Anthony J. Toprac, Tianyou Chai
Data-based adaptive online prediction model for plant-wide production indices. Knowl. Inf. Syst. 41 (2) (2014)
Tianyou Chai, Jinliang Ding, Gang Yu, Hong Wang
Integrated Optimization for the Automation Systems of Mineral Processing. IEEE Trans Autom. Sci. Eng. 11 (4) (2014)
Changxin Liu, Jinliang Ding, Tianyou Chai
Robust prediction for quality of industrial processes. ICIA (2014)
Jinliang Ding, Liang Zhao, Changxin Liu, Tianyou Chai
GA-based principal component selection for production performance estimation in mineral processing. Comput. Electr. Eng. 40 (5) (2014)
Jinliang Ding, Lipeng Chen, Qingguang Xie, Tianyou Chai, Xiuping Zheng
Effect of pseudo gradient on differential evolutionary for global numerical optimization. IEEE Congress on Evolutionary Computation (2014)
Weijian Kong, Tianyou Chai, Jinliang Ding, Shengxiang Yang
Multifurnace Optimization in Electric Smelting Plants by Load Scheduling and Control. IEEE Trans Autom. Sci. Eng. 11 (3) (2014)
Weijian Kong, Tianyou Chai, Shengxiang Yang, Jinliang Ding
A hybrid evolutionary multiobjective optimization strategy for the dynamic power supply problem in magnesia grain manufacturing. Appl. Soft Comput. 13 (5) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jinliang Ding