Jinliang Ding

169 papers B 5C 4Journal 139Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified AutoEncoder-Based Representation Learning Framework for Fault Detection With Heterogeneous Feature Dimensions.
IEEE Trans. Ind. Informatics
Shiqi Ren, Jinliang Ding, Cuie Yang, Jiaxin Chen, Tongkang Zhang, Yongchao Zhang, Jun Zhao
2026 J jnl
A fault-tolerant target tracking localization algorithm based on extended dimension cubature kalman filter and variational bayesian.
Signal Process.
Zedong Liang, Lu Liu, Xiaomeng Zhang, Shuo Zhang, Jinliang Ding, Hongli Xu, Xiangyue Zhang, Qi Liu
2026 J jnl
A lightweight block stochastic configuration network with fisher information for soft sensor applications.
Expert Syst. Appl.
Xinyu Zhou, Jun Lu, Jinliang Ding, Yongchao Zhang
2026 J jnl
Continuous Safety-Critical Control of Mobile Robots With Set-Valued Feedback in Body-Fixed Coordinate Frame.
IEEE Trans. Autom. Control.
Si Wu, Tengfei Liu, Weidong Zhang, Jinliang Ding, Zhong-Ping Jiang, Tianyou Chai
2026 J jnl
Diffusion GAN-Based Oversampling for Imbalanced Tabular Data.
IEEE Trans. Knowl. Data Eng.
Shiqi Ren, Jinliang Ding, Yiu-ming Cheung
2026 J jnl
Distributed optimal time-varying resource allocation for unknown high-order nonlinear multi-agent systems.
Autom.
Zeli Zhao, Jinliang Ding, Jin-Xi Zhang, Tao Yang, Yang Shi
2026 J jnl
Fixed-Time Anti-Swing Control of Quadrotor UAV Slung-Load System With Unknown Cable Length and Load Mass.
IEEE Trans. Syst. Man Cybern. Syst.
Yannan Li, Yanhong Luo, Jinliang Ding
2026 J jnl
Fixed-Time Sensor Fault Detection Observer With Actuator Fault Decoupling for Attack-Free Consensus Systems.
IEEE Trans. Control. Netw. Syst.
Yuxiang Hu, Xuewu Dai, Jinliang Ding, Tianyou Chai
2026 J jnl
Fully Distributed Sub-Optimal Coordination for Nonlinear Multi-Agent Systems.
IEEE Trans Autom. Sci. Eng.
Zeli Zhao, Jinliang Ding, Jin-Xi Zhang, Tao Yang, Yang Shi
2026 J jnl
Multiobjective Hierarchical Reinforcement Learning for Plant-Wide Optimization of Bayer Process.
IEEE Trans. Emerg. Top. Comput. Intell.
Yao Yao, Jinliang Ding, Xuewu Dai
2026 J jnl
ProtoNAS: Accelerating Differentiable Neural Architecture Search via Prototypical Data Pruning.
IEEE Trans. Emerg. Top. Comput. Intell.
Liming Shi, Lan Deng, Gaochang Wu, Jingxin Zhang, Jinliang Ding
2026 J jnl
Pseudo Progressive Global to Local Transformer Network for Segmentation Refinement.
IEEE Trans. Emerg. Top. Comput. Intell.
Hui Yan, Gaochang Wu, Jinliang Ding
2025 J jnl
A Central Motor System Inspired Pretraining Reinforcement Learning for Robotic Control.
IEEE Trans. Syst. Man Cybern. Syst.
Pei Zhang, Zhaobo Hua, Jinliang Ding
2025 C conf
A Coarse-Fine Meta-learning Framework for Industrial Quality Prediction Under Multiple Operating Conditions.
INDIN
Kesheng Zhang, Xiang Li, Ting Feng, Jinliang Ding, Shen Yin
2025 J jnl
A Double Knowledge Distillation Framework for Insulator Defect Detection.
IEEE Trans. Ind. Informatics
Ling Yi, Jiajie Song, Yihang Huang, Li Zhou, Jinliang Ding, Chun Li, Zhaolong Ning
2025 J jnl
A Dual Mutation-Based Evolutionary Algorithm for Dynamic Multiobjective Optimization With Undetectable Changes.
IEEE Trans. Evol. Comput.
Yuanchao Liu, Lixin Tang, Jinliang Ding, Qingda Chen, Kanrong Liu, Jianchang Liu
2025 J jnl
A Multistage Expensive Constrained Multiobjective Optimization Algorithm Based on Ensemble Infill Criterion.
IEEE Trans. Evol. Comput.
Haofeng Wu, Qingda Chen, Jiaxin Chen, Yaochu Jin, Jinliang Ding, Xingyi Zhang, Tianyou Chai
2025 J jnl
A Two-Level Model Management-Based Surrogate-Assisted Evolutionary Algorithm for Medium-Scale Expensive Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Yuanchao Liu, Jinliang Ding, Qian Li, Fei Li, Jianchang Liu
2025 J jnl
Adaptive Multiresampling Learning Based on Dual-Scale Feature Aggregation for Industrial Quality Prediction.
IEEE Trans. Ind. Informatics
Kesheng Zhang, Like Li, Xiang Li, Jinliang Ding, Shen Yin
2025 B conf
Brain-Inspired Modular Reservoir based on Spiking Neurons for Multi-Task Learning.
CEC
Yan Zhou, Yaochu Jin, Jinliang Ding
2025 J jnl
Cyclic Performance Monitoring-Based Fault-Tolerant Funnel Control of Unknown Nonlinear Systems With Actuator Failures.
IEEE Trans. Autom. Control.
Jin-Xi Zhang, Jinliang Ding, Tianyou Chai
2025 J jnl
Data Stream driven evolutionary algorithm for cost sensitive robust optimization over time.
Swarm Evol. Comput.
Zhening Liu, Handing Wang, Jinliang Ding, Cuie Yang, Yaochu Jin
2025 J jnl
Distributed Optimal Resource Allocation for High-Order Nonlinear Multiagent Systems Over Unbalanced Digraphs.
IEEE Trans. Control. Netw. Syst.
Zeli Zhao, Jinliang Ding, Jin-Xi Zhang, Yang Shi, Tianyou Chai
2025 J jnl
Distributed Time-Varying Optimization for High-Order Linear Multi-Agent Systems With Applications in Battery Energy Storage Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zeli Zhao, Jinliang Ding
2025 J jnl
Dual-Population Evolution Based Dynamic Constrained Multiobjective Optimization With Discontinuous and Irregular Feasible Regions.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiaoxu Jiang, Qingda Chen, Jinliang Ding, Xingyi Zhang
2025 J jnl
Explainable Attention-Based AAV Target Detection for Search and Rescue Scenarios.
IEEE Internet Things J.
Shiyu Liu, Ling Yi, Xuanrui Xiong, Amr Tolba, Jinliang Ding, Chun Li
2025 J jnl
FT-CPG: Learning Central Pattern Generators for Fault-Tolerant Quadruped Locomotion Under Multi-Joint Failures.
IEEE Robotics Autom. Lett.
Pei Zhang, Zhaobo Hua, Qiyu Qiu, Jinliang Ding
2025 J jnl
From Coarse to Fine: A Training-Free Framework for Hierarchical Traceability of Adversarial Attacks in Remote Sensing Systems.
IEEE Trans. Geosci. Remote. Sens.
Zhentong Zhang, Xinde Li, Guoliang Wu, Jianye Yuan, Jinliang Ding, Zhijun Li
2025 J jnl
Fuzzy Hierarchical Stochastic Configuration Networks for Industrial Soft Sensor Modeling.
IEEE Trans. Fuzzy Syst.
Xinyu Zhou, Jun Lu, Jinliang Ding
2025 J jnl
GOIO: Generative Oversampling Approach to Class Imbalance and Overlap of Tabular Data.
IEEE Trans. Knowl. Data Eng.
Shiqi Ren, Jinliang Ding, Cuie Yang, Yiu-ming Cheung
2025 J jnl
MASH: Cooperative-Heterogeneous Multi-Agent Reinforcement Learning for Single Humanoid Robot Locomotion.
CoRR
Qi Liu, Xiaopeng Zhang, Mingshan Tan, Shuaikang Ma, Jinliang Ding, YanJie Li
2025 J jnl
MBL-CPDP: A Multi-Objective Bilevel Method for Cross-Project Defect Prediction.
IEEE Trans. Software Eng.
Jiaxin Chen, Jinliang Ding, Kay Chen Tan, Jiancheng Qian, Ke Li
2025 J jnl
Manifold-aware and sparsity discriminant collaborative representation model and its application to multimode process monitoring.
Knowl. Based Syst.
Yuanjian Fu, Fubing Xia, Jinliang Ding, Xue Xu
2025 J jnl
Memory-Based Event-Triggered Fault-Tolerant Consensus Control of Nonlinear Multi-Agent Systems and Its Applications.
IEEE Trans Autom. Sci. Eng.
Junyi Wang, Ying Zheng, Jinliang Ding, Huaguang Zhang, Jiayue Sun
2025 J jnl
Multi-model based MPC to improve the ramp rate for renewable energy consumption.
Neurocomputing
Shiquan Ma, Jinliang Ding
2025 J jnl
Multiasynchronous Extended Dissipative Sliding Mode Control of LC Circuits in Grid-Connected System Under Actuator Attacks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Junyi Wang, Ying Zheng, Jinliang Ding, Xiangpeng Xie, Wenjun Zhang
2025 J jnl
Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of Variables.
IEEE Trans. Evol. Comput.
Ye Tian, Luchen Wang, Shangshang Yang, Jinliang Ding, Yaochu Jin, Xingyi Zhang
2025 J jnl
OD-TGCN: An Observer-Driven Temporal Graph Convolutional Network for Early Fault Detection of Control Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yuxiang Hu, Xuewu Dai, Peng Yue, Jinliang Ding, Tianyou Chai
2025 J jnl
Predefined Time Anti-Swing Control of Quadrotor UAV Transportation Systems via 3-D Spatial Decomposition.
IEEE Trans Autom. Sci. Eng.
Yanhong Luo, Yannan Li, Jinliang Ding
2025 — conf
Safe Output-Feedback Control for a Class of Linear Systems with Multiple Output Constraints.
CDC
Si Wu, Tengfei Liu, Jinliang Ding, Yuzhe Li, Tianyou Chai, Zhong-Ping Jiang
2025 J jnl
Sample-efficient backtrack temporal difference deep reinforcement learning.
Knowl. Based Syst.
Qi Liu, Pengbin Chen, Ke Lin, Kaidong Zhao, Jinliang Ding, YanJie Li
2025 J jnl
Sensitivity Analysis-Based Explainable Diffusion Transformers for Anomaly Detection in Consumer Electronics Manufacturing.
IEEE Trans. Consumer Electron.
Ling Yi, Shiyu Liu, Li Zhou, Zhaolong Ning, Jiajie Song, Qingda Chen, Ke Zhang, Jinliang Ding
2025 J jnl
Shareability-Exclusivity Collaborative Representation and Its Application for Distributed Process Monitoring.
IEEE Trans. Instrum. Meas.
Yuanjian Fu, Jinliang Ding, Xue Xu
2025 J jnl
Sparse Generalized Robust Stochastic Configuration Networks and Industrial Applications.
IEEE Trans. Ind. Informatics
Jun Lu, Jinliang Ding
2024 J jnl
A Knee Point Driven Evolutionary Algorithm for Multiobjective Bilevel Optimization.
IEEE Trans. Cybern.
Jiaxin Chen, Jinliang Ding, Ke Li, Kay Chen Tan, Tianyou Chai
2024 J jnl
A Reinforcement Learning Based Large-Scale Refinery Production Scheduling Algorithm.
IEEE Trans Autom. Sci. Eng.
Yuandong Chen, Jinliang Ding, Qingda Chen
2024 B conf
A Surrogate-Assisted Coevolutionary Algorithm for Expensive Constrained Multiobjective Optimization.
CEC
Haofeng Wu, Qingda Chen, Cuie Yang, Jinliang Ding, Yaochu Jin
2024 J jnl
A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems.
IEEE Trans. Evol. Comput.
Yuanchao Liu, Jianchang Liu, Jinliang Ding, Shangshang Yang, Yaochu Jin
2024 J jnl
A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition Functions.
IEEE Trans. Emerg. Top. Comput. Intell.
Haofeng Wu, Qingda Chen, Yaochu Jin, Jinliang Ding, Tianyou Chai
2024 J jnl
Adaptive type-2 fuzzy output feedback control using nonlinear observers for permanent magnet synchronous motor servo systems.
Eng. Appl. Artif. Intell.
Yongfu Wang, Yan Liu, Jinliang Ding, Dianhui Wang
2024 J jnl
Constrained Reinforcement Learning-Based Closed-Loop Reference Model for Optimal Tracking Control of Unknown Continuous-Time Systems.
IEEE Trans Autom. Sci. Eng.
Haoran Zhang, Chunhui Zhao, Jinliang Ding
2024 J jnl
Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization.
IEEE Trans. Evol. Comput.
Kailai Gao, Cuie Yang, Jinliang Ding, Kay Chen Tan, Tianyou Chai
2024 J jnl
Distributed Optimal Resource Allocation With Local Feasibility Constraints for High-Order Multiagent Systems.
IEEE Trans. Control. Netw. Syst.
Zeli Zhao, Jinliang Ding, Jin-Xi Zhang, Tianyou Chai
2024 J jnl
Dynamic Inner Canonical Variate Network for Incipient Fault Monitoring.
IEEE Trans. Ind. Informatics
Qiang Liu, Congcong Zhang, Chao Yang, Zhiwen Chen, Jinliang Ding
2024 J jnl
Error-based adaptive optimal tracking control of nonlinear discrete-time systems.
Sci. China Inf. Sci.
Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
2024 J jnl
Explicit Representation and Customized Fault Isolation Framework for Learning Temporal and Spatial Dependencies in Industrial Processes.
IEEE Trans. Neural Networks Learn. Syst.
Pengyu Song, Chunhui Zhao, Biao Huang, Jinliang Ding
2024 J jnl
Fast Sensitivity-Analysis-Based Online Self-Organizing Broad Learning System.
IEEE Trans. Ind. Informatics
Ling Yi, Jinliang Ding, Changxin Liu, Tianyou Chai
2024 J jnl
Fault-Tolerant Prescribed Performance Control of Wheeled Mobile Robots: A Mixed-Gain Adaption Approach.
IEEE Trans. Autom. Control.
Jin-Xi Zhang, Jinliang Ding, Tianyou Chai
2024 J jnl
From Coarse to Fine: Hierarchical Zero-Shot Fault Diagnosis With Multigrained Attributes.
IEEE Trans. Fuzzy Syst.
Xu Chen, Baolin Zhang, Chunhui Zhao, Jinliang Ding, Wenhai Wang
2024 J jnl
Hierarchical learning control for autonomous robots inspired by central nervous system.
CoRR
Pei Zhang, Zhaobo Hua, Jinliang Ding
2024 J jnl
Input-Output Directed Dependency: Driving-Disentangled Dynamic Mode Decomposition for Control System Representation Learning and Monitoring.
IEEE Trans. Ind. Electron.
Xu Chen, Chunhui Zhao, Jinliang Ding, Shunyi Zhao
2024 J jnl
Low-Rank Multimanifold Embedding Learning for Multimode Process Monitoring.
IEEE Trans. Ind. Informatics
Yuanjian Fu, Jinliang Ding, Xue Xu
2024 J jnl
MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning.
CoRR
Jiaxin Chen, Jinliang Ding, Kay Chen Tan, Jiancheng Qian, Ke Li
2024 J jnl
Model-Free Q-Learning for the Tracking Problem of Linear Discrete-Time Systems.
IEEE Trans. Neural Networks Learn. Syst.
Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
2024 J jnl
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions.
Eng. Appl. Artif. Intell.
Yongchao Zhang, Jinliang Ding, Yongbo Li, Zhaohui Ren, Ke Feng
2024 J jnl
Multimodal Decoupled Representation With Compatibility Learning for Explicit Nonstationary Process Monitoring.
IEEE Trans. Ind. Electron.
Pengyu Song, Chunhui Zhao, Jinliang Ding, Shunyi Zhao
2024 J jnl
Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments.
IEEE Trans. Evol. Comput.
Qingda Chen, Jinliang Ding, Gary G. Yen, Shengxiang Yang, Tianyou Chai
2024 J jnl
Optimal Moving-Target Circumnavigation Control of Multiple Wheeled Mobile Robots Based on Adaptive Dynamic Programming.
IEEE Trans. Netw. Sci. Eng.
Yanhong Luo, Yannan Li, Jinliang Ding, Huaguang Zhang
2024 J jnl
Reduced Network Cumulative Constraint Violation for Distributed Bandit Convex Optimization under Slater Condition.
CoRR
Kunpeng Zhang, Xinlei Yi, Jinliang Ding, Ming Cao, Karl Henrik Johansson, Tao Yang
2024 J jnl
SA-MLP-Mixer: A Compact All-MLP Deep Neural Net Architecture for UAV Navigation in Indoor Environments.
IEEE Internet Things J.
Ling Yi, Yu Wu, Amr Tolba, Tengfei Li, Shiqi Ren, Jinliang Ding
2024 J jnl
Self-Supervised Learning and Multisource Heterogeneous Information Fusion Based Quality Anomaly Detection for Heavy-Plate Shape.
IEEE Trans Autom. Sci. Eng.
Datong Li, Jun Lu, Tongkang Zhang, Jinliang Ding
2024 J jnl
Self-Tuning Transfer Dynamic Convolution Autoencoder for Quality Prediction of Multimode Processes With Shifts.
IEEE Trans. Ind. Informatics
Chao Yang, Qiang Liu, Chen Wang, Jinliang Ding, Yiu-ming Cheung
2024 J jnl
Solving Expensive Optimization Problems in Dynamic Environments With Meta-Learning.
IEEE Trans. Cybern.
Huan Zhang, Jinliang Ding, Liang Feng, Kay Chen Tan, Ke Li
2024 J jnl
Structure Feature Extraction for Hierarchical Alarm Flood Classification and Alarm Prediction.
IEEE Trans Autom. Sci. Eng.
Chang Tian, Pengyu Song, Chunhui Zhao, Jinliang Ding
2024 J jnl
Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling.
IEEE Trans. Emerg. Top. Comput. Intell.
Haofeng Wu, Yaochu Jin, Kailai Gao, Jinliang Ding, Ran Cheng
2024 J jnl
iHPPPVis: Interactive Visual Analytics Approach for Production Performance Monitoring of Heavy-Plate Production Process.
IEEE Trans. Cybern.
Tongkang Zhang, Jinliang Ding, Cheng Zeng, Kaifeng Guan, Ye Liu, Chunhui Zhao, Tianyou Chai
2023 J jnl
A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization.
Evol. Comput.
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
2023 J jnl
A Flexible Probabilistic Framework With Concurrent Analysis of Continuous and Categorical Data for Industrial Fault Detection and Diagnosis.
IEEE Trans. Ind. Informatics
Junhao Chen, Chunhui Zhao, Jinliang Ding
2023 J jnl
A Neuro-Inspired Hierarchical Reinforcement Learning for Motor Control.
CoRR
Pei Zhang, Zhaobo Hua, Jinliang Ding
2023 J jnl
Addressing Domain Shift via Knowledge Space Sharing for Generalized Zero-Shot Industrial Fault Diagnosis.
CoRR
Jiancheng Zhao, Jiaqi Yue, Liangjun Feng, Chunhui Zhao, Jinliang Ding
2023 J jnl
An effective zero-shot learning approach for intelligent fault detection using 1D CNN.
Appl. Intell.
Siyu Zhang, Hua-Liang Wei, Jinliang Ding
2023 J jnl
Contrastive Learning Assisted-Alignment for Partial Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst.
Cuie Yang, Yiu-ming Cheung, Jinliang Ding, Kay Chen Tan, Bing Xue, Mengjie Zhang
2023 J jnl
High-Dimensional Data Global Sensitivity Analysis Based on Deep Soft Sensor Model.
IEEE Trans. Cybern.
Ling Yi, Jinliang Ding, Changxin Liu, Tianyou Chai
2023 — conf
Parameter-Adaptive Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization Algorithm.
SSCI
Haiyue Zhu, Qingda Chen, Jinliang Ding, Xingyi Zhang, Hongfeng Wang
2023 J jnl
Pyramid-type zero-shot learning model with multi-granularity hierarchical attributes for industrial fault diagnosis.
Reliab. Eng. Syst. Saf.
Xu Chen, Chunhui Zhao, Jinliang Ding
2023 J jnl
Solving Expensive Optimization Problems in Dynamic Environments with Meta-learning.
CoRR
Huan Zhang, Jinliang Ding, Liang Feng, Kay Chen Tan, Ke Li
2023 J jnl
Spatiotemporal Multiscale Correlation Embedding With Process Variable Reorder for Industrial Soft Sensing.
IEEE Trans. Instrum. Meas.
Jiawei Chen, Pengyu Song, Chunhui Zhao, Jinliang Ding
2023 J jnl
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines.
IEEE Trans. Emerg. Top. Comput. Intell.
Yan Zhou, Yaochu Jin, Yao Sun, Jinliang Ding
2022 J jnl
A Knowledge Transfer Based Scheduling Algorithm for Large-Scale Refinery Production.
IEEE Trans. Ind. Informatics
Yuandong Chen, Jinliang Ding, Tianyou Chai
2022 J jnl
A novel stochastic configuration network with iterative learning using privileged information and its application.
Inf. Sci.
Jun Lu, Jinliang Ding
2022 J jnl
Adaptive Interleaved Reinforcement Learning: Robust Stability of Affine Nonlinear Systems With Unknown Uncertainty.
IEEE Trans. Neural Networks Learn. Syst.
Jinna Li, Jinliang Ding, Tianyou Chai, Frank L. Lewis, Sarangapani Jagannathan
2022 J jnl
Concept Drift-Tolerant Transfer Learning in Dynamic Environments.
IEEE Trans. Neural Networks Learn. Syst.
Cuie Yang, Yiu-ming Cheung, Jinliang Ding, Kay Chen Tan
2022 J jnl
Correction to: Evolutionary optimization of large complex problems.
Complex Intell. Syst.
Handing Wang, Chaoli Sun, Jinliang Ding, Yew-Soon Ong
2022 J jnl
Evolutionary Optimization Under Uncertainty: The Strategies to Handle Varied Constraints for Fluid Catalytic Cracking Operation.
IEEE Trans. Cybern.
Qing-da Chen, Jinliang Ding, Tianyou Chai, Quanke Pan
2022 J jnl
Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network.
IEEE Trans. Syst. Man Cybern. Syst.
Dan Guo, Xilu Wang, Kailai Gao, Yaochu Jin, Jinliang Ding, Tianyou Chai
2022 J jnl
Evolutionary optimization of large complex problems.
Complex Intell. Syst.
Handing Wang, Chaoli Sun, Jinliang Ding, Yew-Soon Ong
2022 — conf
Gaussian Process-assisted Evolutionary Algorithm for Constrained Expensive Multi-Objective Optimization.
ASCC
Haofeng Wu, Jinliang Ding, Qingda Chen
2022 J jnl
Hierarchical-Bayesian-Based Sparse Stochastic Configuration Networks for Construction of Prediction Intervals.
IEEE Trans. Neural Networks Learn. Syst.
Jun Lu, Jinliang Ding, Changxin Liu, Tianyou Chai
2022 J jnl
Inverse Gaussian Process Modeling for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Cybern.
Huan Zhang, Jinliang Ding, Min Jiang, Kay Chen Tan, Tianyou Chai
2022 J jnl
Thematic issue on knowledge and data driven evolutionary multi-objective optimization.
Memetic Comput.
Ran Cheng, Jinliang Ding, Wenli Du, Yaochu Jin
2021 J jnl
A Novel Multimanifold Joint Projections Model for Multimode Process Monitoring.
IEEE Trans. Ind. Informatics
Xue Xu, Jinliang Ding, Qiang Liu, Tianyou Chai
2021 J jnl
A decomposition-based evolutionary algorithm for scalable multi/many-objective optimization.
Memetic Comput.
Jiaxin Chen, Jinliang Ding, Kay Chen Tan, Qingda Chen
2021 J jnl
A novel adaptive dynamic programming based on tracking error for nonlinear discrete-time systems.
Autom.
Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
2021 J jnl
DMGAN: Adversarial Learning-Based Decision Making for Human-Level Plant-Wide Operation of Process Industries Under Uncertainties.
IEEE Trans. Neural Networks Learn. Syst.
Nianzu Zheng, Jinliang Ding, Tianyou Chai
2021 J jnl
Guest Editorial: Industrial Artificial Intelligence for Smart Manufacturing.
IEEE Trans. Ind. Informatics
Tao Yang, Jinliang Ding, Kyriakos G. Vamvoudakis, S. Joe Qin
2021 J jnl
Knee-Based Decision Making and Visualization in Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen, Jinliang Ding
2021 J jnl
Reinforcement Learning Based Decision Making of Operational Indices in Process Industry Under Changing Environment.
IEEE Trans. Ind. Informatics
Chao Liu, Jinliang Ding, Jiyuan Sun
2021 J jnl
Resilient Cooperative Control for High-Speed Trains Under Denial-of-Service Attacks.
IEEE Trans. Veh. Technol.
Hui Zhao, Xuewu Dai, Lei Ding, Dongliang Cui, Jinliang Ding, Tianyou Chai
2020 J jnl
A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Qing-da Chen, Jinliang Ding, Shengxiang Yang, Tianyou Chai
2020 J jnl
Constrained Operational Optimization of a Distillation Unit in Refineries With Varying Feedstock Properties.
IEEE Trans. Control. Syst. Technol.
Qing-da Chen, Jinliang Ding, Shengxiang Yang, Tianyou Chai
2020 J jnl
Ensemble Stochastic Configuration Networks for Estimating Prediction Intervals: A Simultaneous Robust Training Algorithm and Its Application.
IEEE Trans. Neural Networks Learn. Syst.
Jun Lu, Jinliang Ding, Xuewu Dai, Tianyou Chai
2020 J jnl
Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments.
CoRR
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
2020 J jnl
Mixed-Distribution-Based Robust Stochastic Configuration Networks for Prediction Interval Construction.
IEEE Trans. Ind. Informatics
Jun Lu, Jinliang Ding
2020 J jnl
Nonzero-Sum Game Reinforcement Learning for Performance Optimization in Large-Scale Industrial Processes.
IEEE Trans. Cybern.
Jinna Li, Jinliang Ding, Tianyou Chai, Frank L. Lewis
2020 J jnl
Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions.
IEEE Trans. Evol. Comput.
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
2020 J jnl
Robust Event-Triggered Model Predictive Control for Multiple High-Speed Trains With Switching Topologies.
IEEE Trans. Veh. Technol.
Hui Zhao, Xuewu Dai, Qi Zhang, Jinliang Ding
2020 — conf
Robust Optimal Tracking Control for Linear Systems via Adaptive Dynamic Programming method.
ICCA
Zhenfei Xiao, Jinna Li, Jinliang Ding, Shuai Liu, Guoliang Wang
2020 J jnl
Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines.
Neurocomputing
Yan Zhou, Yaochu Jin, Jinliang Ding
2019 — conf
A Novel On-line VI-ADP for Nonlinear Discrete-time Systems.
ICCA
Chun Li, Jinliang Ding, Changxin Liu, Frank L. Lewis
2019 J jnl
Constrained dynamic multi-objective evolutionary optimization for operational indices of beneficiation process.
J. Intell. Manuf.
Cuie Yang, Jinliang Ding
2019 J jnl
Construction of prediction intervals for carbon residual of crude oil based on deep stochastic configuration networks.
Inf. Sci.
Jun Lu, Jinliang Ding
2019 J jnl
Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing.
IEEE Trans. Emerg. Top. Comput. Intell.
Jinliang Ding, Cuie Yang, Qiong Xiao, Tianyou Chai, Yaochu Jin
2019 J jnl
Effective Hot Rolling Batch Scheduling Algorithms in Compact Strip Production.
IEEE Trans Autom. Sci. Eng.
Qing-da Chen, Quan-Ke Pan, Biao Zhang, Jinliang Ding, Junqing Li
2019 — conf
Evolutionary Optimization of Liquid State Machines for Robust Learning.
ISNN (1)
Yan Zhou, Yaochu Jin, Jinliang Ding
2019 J jnl
Generalized Multitasking for Evolutionary Optimization of Expensive Problems.
IEEE Trans. Evol. Comput.
Jinliang Ding, Cuie Yang, Yaochu Jin, Tianyou Chai
2019 J jnl
Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems.
IEEE Trans. Cybern.
Dan Guo, Yaochu Jin, Jinliang Ding, Tianyou Chai
2019 J jnl
Link Quality Estimation in Industrial Temporal Fading Channel With Augmented Kalman Filter.
IEEE Trans. Ind. Informatics
Fei Qin, Qilong Zhang, Wuxiong Zhang, Yang Yang, Jinliang Ding, Xuewu Dai
2019 J jnl
Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes.
IEEE Trans Autom. Sci. Eng.
Cuie Yang, Jinliang Ding, Yaochu Jin, Chengzhi Wang, Tianyou Chai
2019 — conf
NMR principle analysis based object detection for intelligent measurement of crude oil moisture content.
ASCC
Ling Yi, Jinliang Ding, Changxin Liu
2019 B conf
Reference Vector Based Multidirectional Prediction for Evolutionary Dynamic Multiobjective Optimization.
CEC
Qiang Liu, Jinliang Ding
2019 J jnl
To the special Issue on "Metaheuristics for optimization of complex process engineering".
Nat. Comput.
Jinliang Ding, Yaochu Jin
2018 J jnl
A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems.
Memetic Comput.
Chaoli Sun, Jinliang Ding, Jianchao Zeng, Yaochu Jin
2018 J jnl
Incremental data-driven optimization of complex systems in nonstationary environments.
Sci. China Inf. Sci.
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
2018 J jnl
Off-Policy Q-Learning: Set-Point Design for Optimizing Dual-Rate Rougher Flotation Operational Processes.
IEEE Trans. Ind. Electron.
Jinna Li, Tianyou Chai, Frank L. Lewis, Jialu Fan, Zhengtao Ding, Jinliang Ding
2018 J jnl
Two-objective stochastic flow-shop scheduling with deteriorating and learning effect in Industry 4.0-based manufacturing system.
Appl. Soft Comput.
Yaping Fu, Jinliang Ding, Hongfeng Wang, Junwei Wang
2017 J jnl
An online learning neural network ensembles with random weights for regression of sequential data stream.
Soft Comput.
Jinliang Ding, Haitao Wang, Chuanbao Li, Tianyou Chai, Junwei Wang
2017 — conf
Gasoline dry point prediction of fractionation processes using dynamic inner partial least squares.
ASCC
Xue Xu, Qiang Liu, Jinliang Ding
2017 J jnl
Special issue on "Data-driven evolutionary optimization".
Soft Comput.
Yaochu Jin, Jinliang Ding
2017 J jnl
Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems.
IEEE Trans. Evol. Comput.
Chaoli Sun, Yaochu Jin, Ran Cheng, Jinliang Ding, Jianchao Zeng
2017 J jnl
Thematic issue on "bio-inspired learning for data analysis".
Memetic Comput.
Yaochu Jin, Jinliang Ding, Yongsheng Ding
2017 — conf
Two-stage assortative mating for multi-objective multifactorial evolutionary optimization.
CDC
Cuie Yang, Jinliang Ding, Kay Chen Tan, Yaochu Jin
2016 — conf
A preferred learning based adaptive differential evolution algorithm for large scale optimization.
SSCI
Xinran Ma, Jinliang Ding
2016 J jnl
An intelligent factory-wide optimal operation system for continuous production process.
Enterp. Inf. Syst.
Jinliang Ding, Tianyou Chai, Hongfeng Wang, Junwei Wang, Xiuping Zheng
2016 J jnl
Data-Based Multiobjective Plant-Wide Performance Optimization of Industrial Processes Under Dynamic Environments.
IEEE Trans. Ind. Informatics
Jinliang Ding, Hamidreza Modares, Tianyou Chai, Frank L. Lewis
2016 — conf
Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems.
GECCO (Companion)
Chao-Li Sun, Yaochu Jin, Jinliang Ding, Jianchao Zeng
2016 B conf
Reference point based prediction for evolutionary dynamic multiobjective optimization.
CEC
Yaochu Jin, Cuie Yang, Jinliang Ding, Tianyou Chai
2016 — conf
Small data driven evolutionary multi-objective optimization of fused magnesium furnaces.
SSCI
Dan Guo, Tianyou Chai, Jinliang Ding, Yaochu Jin
2016 J jnl
Toward a Resilient Holistic Supply Chain Network System: Concept, Review and Future Direction.
IEEE Syst. J.
Junwei Wang, Raja R. Muddada, Hongfeng Wang, Jinliang Ding, Yingzi Lin, Changli Liu, Wen-Jun Zhang
2014 J jnl
Data-based adaptive online prediction model for plant-wide production indices.
Knowl. Inf. Syst.
Changxin Liu, Jinliang Ding, Anthony J. Toprac, Tianyou Chai
2014 B conf
Effect of pseudo gradient on differential evolutionary for global numerical optimization.
IEEE Congress on Evolutionary Computation
Jinliang Ding, Lipeng Chen, Qingguang Xie, Tianyou Chai, Xiuping Zheng
2014 J jnl
GA-based principal component selection for production performance estimation in mineral processing.
Comput. Electr. Eng.
Jinliang Ding, Liang Zhao, Changxin Liu, Tianyou Chai
2014 J jnl
Integrated Optimization for the Automation Systems of Mineral Processing.
IEEE Trans Autom. Sci. Eng.
Tianyou Chai, Jinliang Ding, Gang Yu, Hong Wang
2014 J jnl
Multifurnace Optimization in Electric Smelting Plants by Load Scheduling and Control.
IEEE Trans Autom. Sci. Eng.
Weijian Kong, Tianyou Chai, Jinliang Ding, Shengxiang Yang
2014 — conf
Robust prediction for quality of industrial processes.
ICIA
Changxin Liu, Jinliang Ding, Tianyou Chai
2013 J jnl
A hybrid evolutionary multiobjective optimization strategy for the dynamic power supply problem in magnesia grain manufacturing.
Appl. Soft Comput.
Weijian Kong, Tianyou Chai, Shengxiang Yang, Jinliang Ding
2013 — conf
A multiobjective particle swarm optimization algorithm for load scheduling in electric smelting furnaces.
CIES
Weijian Kong, Jinliang Ding, Tianyou Chai, Xiuping Zheng, Shengxiang Yang
2013 — conf
Iterative learning based particle size distribution control in grinding process using output PDF method.
ICCA
Xubin Sun, Jinliang Ding, Hong Wang, Tianyou Chai, Hairong Dong
2012 J jnl
Hybrid intelligent parameter estimation based on grey case-based reasoning for laminar cooling process.
Eng. Appl. Artif. Intell.
Guishan Xing, Jinliang Ding, Tianyou Chai, Puya Afshar, Hong Wang
2012 J jnl
Knowledge-Based Global Operation of Mineral Processing Under Uncertainty.
IEEE Trans. Ind. Informatics
Jinliang Ding, Tianyou Chai, Hong Wang, Xinkai Chen
2011 C conf
An adaptive chaotic PSO for parameter optimization and feature extraction of LS-SVM based modelling.
ACC
Weijian Cheng, Jinliang Ding, Weijian Kong, Tianyou Chai, S. Joe Qin
2011 J jnl
Offline Modeling for Product Quality Prediction of Mineral Processing Using Modeling Error PDF Shaping and Entropy Minimization.
IEEE Trans. Neural Networks
Jinliang Ding, Tianyou Chai, Hong Wang
2010 — conf
Dynamic prediction model for mixed concentrate grade of mineral processing plant.
CDC
Jinliang Ding, Tianyou Chai, Hong Wang
2010 — conf
Large-dimensional multi-objective evolutionary algorithms based on improved average ranking.
CDC
Weijian Kong, Jinliang Ding, Tianyou Chai, Jing Sun
2010 — conf
Stability and strong passivity of nonlinear descriptor systems.
CDC
Chunyu Yang, Qingling Zhang, Tianyou Chai, Jinliang Ding
2009 C conf
Data mining based feedback regulation in operation of hematite ore mineral processing plant.
ACC
Jinliang Ding, Qi Chen, Tianyou Chai, Hong Wang, Chun-Yi Su
2008 — conf
Case-Based Decision Making Model for Supervisory Control of Ore Roasting Process.
ISNN (2)
Jinliang Ding, Changxin Liu, Ming Wen, Tianyou Chai
2007 — conf
An intelligent approach for supervisory control of grinding product particle size.
CDC
Ping Zhou, Jinliang Ding, Tianyou Chai, Hong Wang, Chun-Yi Su
2007 C conf
Interactive Software Platform of Intelligent Supervisory Control for the Mineral Grinding Process.
CCA
Jinliang Ding, Yang Cao, Tianyou Chai, Hong Wang
2006 — conf
Hybrid Intelligent System for Supervisory Control of Mineral Grinding Process.
ISDA (1)
Jinliang Ding, Ping Zhou, Changxin Liu, Tianyou Chai