Optimization of PTA Crystallization Process Based on Fuzzy GMDH Networks and Differential Evolutionary Algorithm. - Wenli Du; Feng Qian 004 (ICNC (2), 2005)

A Hybrid Algorithm Based on Particle Swarm Optimization and Simulated Annealing for Job Shop Scheduling. - Hongwei Ge; Wenli Du; Feng Qian 004 (ICNC (3), 2007)

A Novel Time-Delay Recurrent Neural Network and Application for Identifying and Controlling Nonlinear Systems. - Hongwei Ge; Wenli Du; Feng Qian 004; Yanchun Liang 001 (ICNC (1), 2007)

Speed Identification of Ultrasonic Motors Based on Evolutionary Elman Network. - Hongwei Ge; Wenli Du; Feng Qian 004; Zhencheng Ye (ICNC (3), 2007)

A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors. - Hong-Wei Ge; Wenli Du; Feng Qian 004; Wang Lu (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

An Intelligent Hybrid Algorithm for Job-Shop Scheduling Based on Particle Swarm Optimization and Artificial Immune System. - Hong-Wei Ge; Wenli Du; Feng Qian 004; Wang Lu (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

Identification and control of nonlinear systems by a time-delay recurrent neural network. - Hong-Wei Ge; Wenli Du; Feng Qian 004; Yanchun Liang 001 (Neurocomputing, 2009)

A hybrid genetic algorithm with the Baldwin effect. - Quan Yuan; Feng Qian 004; Wenli Du (Inf. Sci., 2010)

A hybrid method for identifying T-S fuzzy models. - Honggang Wang; Liang Zhao; Wenli Du; Feng Qian 004 (FSKD, 2011)

Process monitoring with global probability boundary-based on Gaussian mixture model. - Qun Wu; Wenli Du; Feng Qian 004; Qingsong Ma (ICCA, 2013)

Synchronization analysis of heterogeneous dynamical networks. - Wangli He; Wenli Du; Feng Qian 004; Jinde Cao (Neurocomputing, 2013)

Dynamic Optimization of Industrial Processes With Nonuniform Discretization-Based Control Vector Parameterization. - Xu Chen 006; Wenli Du; Huaglory Tianfield; Rongbin Qi; Wangli He; Feng Qian 004 (IEEE Trans Autom. Sci. Eng., 2014)

Monitoring for Nonlinear Multiple Modes Process Based on LL-SVDD-MRDA. - Wenli Du; Ying Tian; Feng Qian 004 (IEEE Trans Autom. Sci. Eng., 2014)

Biogeography-based optimization with covariance matrix based migration. - Xu Chen 006; Huaglory Tianfield; Wenli Du; Guohai Liu (Appl. Soft Comput., 2016)

Three L-SHADE based algorithms on mixed-variables optimization problems. - Yuefeng Lin; Wenli Du; Thomas Stützle (CEC, 2017)

An online performance monitoring using statistics pattern based kernel independent component analysis for non-Gaussian process. - Xin Peng 003; Ying Tian; Yang Tang; Wenli Du; Weimin Zhong; Feng Qian 004 (IECON, 2017)

Biogeography-based learning particle swarm optimization. - Xu Chen 006; Huaglory Tianfield; Congli Mei; Wenli Du; Guohai Liu (Soft Comput., 2017)

Multimode Process Monitoring and Fault Detection: A Sparse Modeling and Dictionary Learning Method. - Xin Peng 003; Yang Tang; Wenli Du; Feng Qian 004 (IEEE Trans. Ind. Electron., 2017)

Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation. - Yuanming Zhu; Zhongsheng Hou; Feng Qian 004; Wenli Du (IEEE Trans. Neural Networks Learn. Syst., 2017)

Multiagent Systems on Multilayer Networks: Synchronization Analysis and Network Design. - Wangli He; Guanrong Chen; Qing-Long Han; Wenli Du; Jinde Cao; Feng Qian 004 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

A Two-Level Optimization Framework for Cyclic Scheduling of Ethylene Cracking Furnace System. - Yuefeng Lin; Wenli Du (CEC, 2018)

An Improved Particle Swarm Optimization with Biogeography-Based Learning Strategy for Economic Dispatch Problems. - Xu Chen 006; Bin Xu 012; Wenli Du (Complex., 2018)

Detecting the correlation between mobile learning behavior and personal characteristics among elementary school students. - Zhong Sun; Xiajing Yao; Jiaxin You; Wenli Du; Liming Luo (Interact. Learn. Environ., 2018)

Teaching-Learning-Based Optimization with Learning Enthusiasm Mechanism and Its Application in Chemical Engineering. - Xu Chen 006; Bin Xu 012; Kunjie Yu; Wenli Du (J. Appl. Math., 2018)

Genetic mechanism-enhanced standard particle swarm optimization 2011. - Wenli Du; Fei Zhang (Soft Comput., 2018)

A Just-in-Time Learning Based Monitoring and Classification Method for Hyper/Hypocalcemia Diagnosis. - Xin Peng 003; Yang Tang; Wangli He; Wenli Du; Feng Qian 004 (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Data-Driven Dynamic Modeling of the Acetylene Hydrogenation Process based on Nonlinear Slow Feature Analysis. - Jingjing Guo; Wenli Du; Zhencheng Ye (ASCC, 2019)

Just-in-time learning for cement free lime prediction with empirical mode decomposition and database monitoring index. - Jinquan Zheng; Wenli Du; Weimin Zhong; Feng Qian 004 (ASCC, 2019)

Integration of Regional Demand Management and Signals Control for Urban Traffic Networks. - Zhao Zhou; Shu Lin 002; Wenli Du; Haili Liang (IEEE Access, 2019)

Multi-view learning with fisher kernel and bi-bagging for imbalanced problem. - Zhe Wang 002; Yiwen Zhu; Zhaozhi Chen; Jing Zhang 041; Wenli Du (Appl. Intell., 2019)

Multiple Empirical Kernel Learning with Majority Projection for imbalanced problems. - Zonghai Zhu; Zhe Wang 002; Dongdong Li; Wenli Du (Appl. Soft Comput., 2019)

An adaptive decomposition-based evolutionary algorithm for many-objective optimization. - Dong Han; Wenli Du; Wei Du 003; Yaochu Jin; Chunping Wu (Inf. Sci., 2019)

Tree-based space partition and merging ensemble learning framework for imbalanced problems. - Zonghai Zhu; Zhe Wang 002; Dongdong Li; Wenli Du (Inf. Sci., 2019)

自动驾驶场景中增强深度学习的时空特征提取方法 (Spatio-temporal Features Extraction of Traffic Based on Deep Neural Network). - Jie Jing; Tan Chen; Wenli Du; Zhikang Liu; Hao Yin (计算机科学, 2019)

Multi-objective differential evolution with dynamic hybrid constraint handling mechanism. - Yuefeng Lin; Wei Du 003; Wenli Du (Soft Comput., 2019)

Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization. - Chaoli Sun; Handing Wang; Wenli Du; Yaochu Jin (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach. - Wei Du 003; Weimin Zhong; Yang Tang; Wenli Du; Yaochu Jin (IEEE Trans. Ind. Informatics, 2019)

Distributed State-of-Charge Balance Control With Event-Triggered Signal Transmissions for Multiple Energy Storage Systems in Smart Grid. - Lantao Xing; Yateendra Mishra; Yu-Chu Tian; Gerard Ledwich; Chunjie Zhou; Wenli Du; Feng Qian 004 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications. - Hengmin Zhang; Wenli Du; Xiaoqian Liu; Bob Zhang 001; Feng Qian 004 (ICCSIP, 2020)

A Fast Multi-Objective Particle Swarm Optimization Algorithm Based on a New Archive Updating Mechanism. - Khalil Alkebsi; Wenli Du (IEEE Access, 2020)

Autonomous Control Strategy for Microgrid Operating Modes Smooth Transition. - Yaran Li; Long Fu; Ke Meng 001; Zhao Yang Dong; Kashem M. Muttaqi; Wenli Du (IEEE Access, 2020)

An Interval Type-2 Fuzzy Controller Based on Data-Driven Parameters Extraction for Cement Calciner Process. - Jinquan Zheng; Wenli Du; Ioana Nascu; Yuanming Zhu; Weimin Zhong (IEEE Access, 2020)

Data-driven robust optimization for crude oil blending under uncertainty. - Xin Dai; Xiaoqiang Wang; Renchu He; Wenli Du; Weimin Zhong; Liang Zhao; Feng Qian 004 (Comput. Chem. Eng., 2020)

Multiple Universum Empirical Kernel Learning. - Zhe Wang 002; Sisi Hong; Lijuan Yao; Dongdong Li; Wenli Du; Jing Zhang 041 (Eng. Appl. Artif. Intell., 2020)

Fireworks explosion based artificial bee colony for numerical optimization. - Xu Chen 006; Xuan Wei; Guanxue Yang; Wenli Du (Knowl. Based Syst., 2020)

Entropy and gravitation based dynamic radius nearest neighbor classification for imbalanced problem. - Zhe Wang 002; Yanqiong Li; Dongdong Li; Zonghai Zhu; Wenli Du (Knowl. Based Syst., 2020)

NearCount: Selecting critical instances based on the cited counts of nearest neighbors. - Zonghai Zhu; Zhe Wang 002; Dongdong Li; Wenli Du (Knowl. Based Syst., 2020)

Multi-matrices entropy discriminant ensemble learning for imbalanced problem. - Zhe Wang 002; Zhaozhi Chen; Yiwen Zhu; Jing Zhang 041; Wenli Du; Dongdong Li (Neural Comput. Appl., 2020)

Efficient matrixized classification learning with separated solution process. - Zonghai Zhu; Zhe Wang 002; Dongdong Li; Wenli Du; Jing Zhang 041 (Neural Comput. Appl., 2020)

Multiple Partial Empirical Kernel Learning with Instance Weighting and Boundary Fitting. - Zonghai Zhu; Zhe Wang 002; Dongdong Li; Wenli Du; Yangming Zhou (Neural Networks, 2020)

Geometric Structural Ensemble Learning for Imbalanced Problems. - Zonghai Zhu; Zhe Wang 002; Dongdong Li; Yujin Zhu; Wenli Du (IEEE Trans. Cybern., 2020)

Near-Infrared Wavelength-Selection Method Based on Joint Mutual Information and Weighted Bootstrap Sampling. - Kai Wang 047; Wenli Du; Jian Long (IEEE Trans. Ind. Informatics, 2020)

Secure Communication Based on Quantized Synchronization of Chaotic Neural Networks Under an Event-Triggered Strategy. - Wangli He; Tinghui Luo; Yang Tang; Wenli Du; Yu-Chu Tian; Feng Qian 004 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization. - Hengmin Zhang; Wei Luo 006; Wenli Du; Jianjun Qian; Jian Yang 003; Bob Zhang 001 (ICIG (2), 2021)

Global Sensitivity Analysis for the input parameters of a Perfusion Bioreactor System in Tissue Engineering. - Ioana Nascu; Tao Chen 009; Wenli Du; Ioan Nascu (ICSTCC, 2021)

Drug-Target Interaction Prediction Based on Multi-Similarity Fusion and Sparse Dual-Graph Regularized Matrix Factorization. - Majun Lian; Wenli Du; Xinjie Wang 002; Qian Yao (IEEE Access, 2021)

Bee-foraging learning particle swarm optimization. - Xu Chen 006; Hugo Tianfield; Wenli Du (Appl. Soft Comput., 2021)

Refinery production planning optimization under crude oil quality uncertainty. - Fupei Li; Feng Qian 004; Wenli Du; Minglei Yang 004; Jian Long; Vladimir Mahalec (Comput. Chem. Eng., 2021)

Steady-state target calculation integrating economic optimization for constrained model predictive control. - Qun Wu; Wenli Du; Zoltán K. Nagy (Comput. Chem. Eng., 2021)

Federated learning based atmospheric source term estimation in urban environments. - Jinjin Xu; Wenli Du; Qiaoyi Xu; Jikai Dong; Bing Wang (Comput. Chem. Eng., 2021)

A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective Optimization. - Jinjin Xu; Yaochu Jin; Wenli Du (CoRR, 2021)

Unsupervised cycle optimization learning for single-view depth and camera pose with Kalman filter. - Tianhao Gu; Zhe Wang 002; Ziqiu Chi; Yiwen Zhu; Wenli Du (Eng. Appl. Artif. Intell., 2021)

Optical-flow-based framework to boost video object detection performance with object enhancement. - Long Fan; Tao Zhang 025; Wenli Du (Expert Syst. Appl., 2021)

Entropy-based hybrid sampling ensemble learning for imbalanced data. - Dongdong Li; Ziqiu Chi; Bolu Wang; Zhe Wang 002; Hai Yang 002; Wenli Du (Int. J. Intell. Syst., 2021)

A federated data-driven evolutionary algorithm. - Jinjin Xu; Yaochu Jin; Wenli Du; Sai Gu (Knowl. Based Syst., 2021)

BLSTM and CNN Stacking Architecture for Speech Emotion Recognition. - Dongdong Li; Linyu Sun; Xinlei Xu; Zhe Wang 002; Jing Zhang 041; Wenli Du (Neural Process. Lett., 2021)

OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video. - Tianhao Gu; Zhe Wang 002; Dongdong Li; Hai Yang 002; Wenli Du; Yangming Zhou (IEEE Trans. Cogn. Dev. Syst., 2021)

EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks. - Dongdong Li; Bing Chai; Zhe Wang 002; Hai Yang 002; Wenli Du (IEEE Trans. Cogn. Dev. Syst., 2021)

A Circular Target Feature Detection Framework Based on DCNN for Industrial Applications. - Dayu Tan; Linggang Chen; Chao Jiang; Weimin Zhong; Wenli Du; Feng Qian 004; Vladimir Mahalec (IEEE Trans. Ind. Informatics, 2021)

Merged-Sampling Mask R-CNN With Random Proposal Expansion for Particle Measurement of SEM Images of Molecular Sieve Catalysts. - Jiade Xin; Zhangpeng Wei; Minglei Yang 004; Xin Peng 003; Wenli Du (IEEE Trans. Instrum. Meas., 2021)

A Novel Integrated Approach to Characterization of Petroleum Naphtha Properties From Near-Infrared Spectroscopy. - Huijing Yu; Wenli Du; Zi-Qiang Lang; Kai Wang 047; Jian Long (IEEE Trans. Instrum. Meas., 2021)

FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition. - Zhe Wang 002; Tianhao Gu; Yiwen Zhu; Dongdong Li; Hai Yang 002; Wenli Du (IEEE J. Biomed. Health Informatics, 2021)

Intelligent Time-Scale Operator-Splitting Integration for Chemical Reaction Systems. - Yu Zhang 108; Wenli Du (IEEE Trans. Neural Networks Learn. Syst., 2021)

Optimization and Control of a Perfusion Bioreactor System in Tissue Engineering. - Ioana Nascu; Ioan Nascu; Wenli Du (AQTR, 2022)

Large-scale crude oil scheduling: A framework of hybrid optimization based on plan decomposition. - Wanting Zhang; Wei Du 003; Guo Yu 001; Renchu He; Wenli Du (CEC, 2022)

Deep CNN-based local dimming technology. - Tao Zhang 025; Hao Wang 137; Wenli Du; Meng Li (Appl. Intell., 2022)

Client selection based weighted federated few-shot learning. - Xinlei Xu; Saisai Niu; Zhe Wang 002; Dongdong Li; Hai Yang 002; Wenli Du (Appl. Soft Comput., 2022)

Event-triggered attitude synchronization of multiple rigid body systems with velocity-free measurements. - Yang Tang; Xin Jin 017; Yang Shi 001; Wenli Du (Autom., 2022)

A bilevel data-driven framework for robust optimization under uncertainty - applied to fluid catalytic cracking unit. - Tianyue Li; Jian Long; Liang Zhao; Wenli Du; Feng Qian 004 (Comput. Chem. Eng., 2022)

Global sensitivity analysis for a perfusion bioreactor based on CFD modelling. - Ioana Nascu; Daniel Sebastia-Saez; Tao Chen 009; Ioan Nascu; Wenli Du (Comput. Chem. Eng., 2022)

Towards Fairness-Aware Multi-Objective Optimization. - Guo Yu 001; Lianbo Ma; Wei Du 003; Wenli Du; Yaochu Jin (CoRR, 2022)

Monitoring and path optimization of catalytic reformer in a refinery: Principal component analysis and A* algorithm application. - Zhi Li 067; Yuhui Ying; Minglei Yang 004; Liang Zhao; Ling Zhao; Wenli Du (Expert Syst. Appl., 2022)

Multi-attention mutual information distributed framework for few-shot learning. - Zhe Wang 002; Pingchuan Ma 009; Ziqiu Chi; Dongdong Li; Hai Yang 002; Wenli Du (Expert Syst. Appl., 2022)

Heterogeneous Federated Meta-Learning With Mutually Constrained Propagation. - Ziqiu Chi; Zhe Wang 002; Wenli Du (IEEE Intell. Syst., 2022)

Pseudolabel-guided multiview consensus graph learning for semisupervised classification. - Wei Guo 023; Zhe Wang 002; Wenli Du (Int. J. Intell. Syst., 2022)

Semi-supervised multiple empirical kernel learning with pseudo empirical loss and similarity regularization. - Wei Guo 023; Zhe Wang 002; Menghao Ma; Lilong Chen; Hai Yang 002; Dongdong Li; Wenli Du (Int. J. Intell. Syst., 2022)

Integrated multi-similarity fusion and heterogeneous graph inference for drug-target interaction prediction. - Majun Lian; Xinjie Wang; Wenli Du (Neurocomputing, 2022)

Investigation of NOx emission under different burner structures with the optimized combustion model. - Qian Yao; Yu Zhang; Xinjie Wang; Zhou Tian; Guihua Hu; Wenli Du (Neurocomputing, 2022)

A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimization. - Dong Han; Wenli Du; Yaochu Jin; Wei Du 003; Guo Yu 001 (Inf. Sci., 2022)

Thematic issue on knowledge and data driven evolutionary multi-objective optimization. - Ran Cheng; Jinliang Ding; Wenli Du; Yaochu Jin (Memetic Comput., 2022)

Gravitation balanced multiple kernel learning for imbalanced classification. - Mengping Yang; Zhe Wang 002; Yanqiong Li; Yangming Zhou; Dongdong Li; Wenli Du (Neural Comput. Appl., 2022)

Geometric imbalanced deep learning with feature scaling and boundary sample mining. - Zhe Wang 002; Qida Dong; Wei Guo 023; Dongdong Li; Jing Zhang 041; Wenli Du (Pattern Recognit., 2022)

A surrogate-assisted evolutionary algorithm for expensive many-objective optimization in the refining process. - Dong Han; Wenli Du; Xinjie Wang; Wei Du 003 (Swarm Evol. Comput., 2022)

Dynamic Event-Triggered SMC of Multi-Agent Systems for Consensus Tracking. - Rong Nie; Wangli He; Wenli Du; Ziqiang Lang; Shuping He (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Distributed Voltage Regulation for Low-Voltage and High-PV-Penetration Networks With Battery Energy Storage Systems Subject to Communication Delay. - Lantao Xing; Yateendra Mishra; Yu-Chu Tian; Gerard Ledwich; Changyun Wen; Wangli He; Wenli Du; Feng Qian 004 (IEEE Trans. Control. Syst. Technol., 2022)

Learning to Capture the Query Distribution for Few-Shot Learning. - Ziqiu Chi; Zhe Wang 002; Mengping Yang; Dongdong Li; Wenli Du (IEEE Trans. Circuits Syst. Video Technol., 2022)

Semantic Supplementary Network With Prior Information for Multi-Label Image Classification. - Zhe Wang 002; Zhongli Fang; Dongdong Li; Hai Yang 002; Wenli Du (IEEE Trans. Circuits Syst. Video Technol., 2022)

Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems. - Hengmin Zhang; Feng Qian 004; Fanhua Shang; Wenli Du; Jianjun Qian; Jian Yang 003 (IEEE Trans. Cybern., 2022)

Globalized Multiple Balanced Subsets With Collaborative Learning for Imbalanced Data. - Zonghai Zhu; Zhe Wang 002; Dongdong Li; Wenli Du (IEEE Trans. Cybern., 2022)

A Survey on Knee-Oriented Multiobjective Evolutionary Optimization. - Guo Yu 001; Lianbo Ma; Yaochu Jin; Wenli Du; Qiqi Liu; Hengmin Zhang (IEEE Trans. Evol. Comput., 2022)

Secure Control of Multiagent Systems Against Malicious Attacks: A Brief Survey. - Wangli He; Wenying Xu; Xiaohua Ge; Qing-Long Han; Wenli Du; Feng Qian 004 (IEEE Trans. Ind. Informatics, 2022)

Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes. - Qun Wu; Wenli Du (IEEE Trans. Ind. Informatics, 2022)

Erratum to "Merged-Sampling Mask R-CNN With Random Proposal Expansion for Particle Measurement of SEM Images of Molecular Sieve Catalysts". - Jiade Xin; Zhangpeng Wei; Minglei Yang 004; Xin Peng 003; Wenli Du (IEEE Trans. Instrum. Meas., 2022)

Explicit Metric-Based Multiconcept Multi-Instance Learning With Triplet and Superbag. - Ziqiu Chi; Zhe Wang 002; Wenli Du (IEEE Trans. Neural Networks Learn. Syst., 2022)

Ternary Compression for Communication-Efficient Federated Learning. - Jinjin Xu; Wenli Du; Yaochu Jin; Wangli He; Ran Cheng (IEEE Trans. Neural Networks Learn. Syst., 2022)

Optimal Coding Schemes for Detecting False Data Injection Attacks in Power System State Estimation. - Chensheng Liu; Ruilong Deng; Wangli He; Hao Liang 002; Wenli Du (IEEE Trans. Smart Grid, 2022)

Optimal Iterative Learning Control for Batch Processes in the Presence of Time-Varying Dynamics. - Jingyi Lu; Zhixing Cao; Qinran Hu; Zuhua Xu; Wenli Du; Furong Gao (IEEE Trans. Syst. Man Cybern. Syst., 2022)

EMT-NAS: Transferring architectural knowledge between tasks from different datasets. - Peng Liao; Yaochu Jin; Wenli Du (CVPR, 2023)

Load Redistribution Attack in Optimal Power Flow with Phase Shifting Transformers. - Hongcheng Zhu; Chensheng Liu; Min Zhou 004; Yang Tang; Wenli Du (ICPS, 2023)

Corrigendum to 'Data-driven crude oil scheduling optimization with a distributionally robust joint chance constraint under multiple uncertainties' [Computers and Chemical Engineering 171 (2023) 108156]. - Xin Dai; Liang Zhao; Renchu He; Wenli Du; Weimin Zhong; Zhi Li 067; Feng Qian 004 (Comput. Chem. Eng., 2023)

Reinforcement Learning Based Gasoline Blending Optimization: Achieving More Efficient Nonlinear Online Blending of Fuels. - Muyi Huang; Renchu He; Xin Dai; Xin Peng 003; Wenli Du; Feng Qian 004 (CoRR, 2023)

DFSGAN: Introducing editable and representative attributes for few-shot image generation. - Mengping Yang; Saisai Niu; Zhe Wang 002; Dongdong Li; Wenli Du (Eng. Appl. Artif. Intell., 2023)

Complementary features based prototype self-updating for few-shot learning. - Xinlei Xu; Zhe Wang 002; Ziqiu Chi; Hai Yang 002; Wenli Du (Expert Syst. Appl., 2023)

ProtoGAN: Towards high diversity and fidelity image synthesis under limited data. - Mengping Yang; Zhe Wang 002; Ziqiu Chi; Wenli Du (Inf. Sci., 2023)

Distributed discrete-time optimization over directed networks: A dynamic event-triggered algorithm. - Yang Yuan; Wangli He; Yu-Chu Tian; Wenli Du; Feng Qian 004 (Inf. Sci., 2023)

Accelerated Dual Averaging Methods for Decentralized Constrained Optimization. - Changxin Liu 001; Yang Shi 001; Huiping Li; Wenli Du (IEEE Trans. Autom. Control., 2023)

Learning-Based Adaptive Optimal Control for Flotation Processes Subject to Input Constraints. - Zhongmei Li; Mengzhe Huang; Jianyong Zhu; Weihua Gui 001; Zhong-Ping Jiang; Wenli Du (IEEE Trans. Control. Syst. Technol., 2023)

RLPGB-Net: Reinforcement Learning of Feature Fusion and Global Context Boundary Attention for Infrared Dim Small Target Detection. - Zhe Wang 002; Tao Zang; Zhiling Fu; Hai Yang 002; Wenli Du (IEEE Trans. Geosci. Remote. Sens., 2023)

False-Data-Injection-Enabled Network Parameter Modifications in Power Systems: Attack and Detection. - Chensheng Liu; Wangli He; Ruilong Deng; Yu-Chu Tian; Wenli Du (IEEE Trans. Ind. Informatics, 2023)

Contour-Context Joint Blind Image Inpainting Network for Molecular Sieve Particle Size Measurement of SEM Images. - Song He; Xin Peng 003; Zhiqing Yuan; Wenli Du (IEEE Trans. Instrum. Meas., 2023)

Pattern-Coupled Baseline Correction Method for Near-Infrared Spectroscopy Multivariate Modeling. - Yuqiang Li; Xinjie Wang 002; Huijing Yu; Wenli Du (IEEE Trans. Instrum. Meas., 2023)

A Novel Interpretable Ensemble Learning Method for NIR-Based Rapid Characterization of Petroleum Products. - Huijing Yu; Yuqiang Li; Wenli Du; Minglei Yang 004; Xin Peng 003; Xinjie Wang 002; Jian Long (IEEE Trans. Instrum. Meas., 2023)

Incorporating Linear Regression Problems Into an Adaptive Framework With Feasible Optimizations. - Hengmin Zhang; Feng Qian 004; Bob Zhang 001; Wenli Du; Jianjun Qian; Jian Yang 003 (IEEE Trans. Multim., 2023)

Efficient rolling horizon approach to a crude oil scheduling problem for marine-access refineries. - Yunning Yang; Renchu He; Guo Yu 001; Wei Du 003; Minglei Yang 004; Wenli Du (Comput. Chem. Eng., 2023)

Data-driven crude oil scheduling optimization with a distributionally robust joint chance constraint under multiple uncertainties. - Xin Dai; Liang Zhao; Renchu He; Wenli Du; Weimin Zhong; Zhi Li 067; Feng Qian 004 (Comput. Chem. Eng., 2023)

Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis. - Guo Yu 001; Yaochu Jin; Markus Olhofer; Qiqi Liu; Wenli Du (IEEE Trans. Cybern., 2023)

Distributed Optimization Subject to Inseparable Coupled Constraints: A Case Study on Plant-Wide Ethylene Process. - Weihan Liu; Ting Wang; Zhongmei Li; Zhencheng Ye; Xin Peng 003; Wenli Du (IEEE Trans. Ind. Informatics, 2023)

Multi-view dimensionality reduction learning with hierarchical sparse feature selection. - Wei Guo 023; Zhe Wang 002; Hai Yang 002; Wenli Du (Appl. Intell., 2023)

Federated probability memory recall for federated continual learning. - Zhe Wang 002; Yu Zhang; Xinlei Xu; Zhiling Fu; Hai Yang 002; Wenli Du (Inf. Sci., 2023)

Multiple Kernel Subspace Learning for Clustering and Classification. - Ziqiu Chi; Zhe Wang 002; Bolu Wang; Zhongli Fang; Zonghai Zhu; Dongdong Li; Wenli Du (IEEE Trans. Knowl. Data Eng., 2023)

Robust semi-supervised multi-view graph learning with sharable and individual structure. - Wei Guo 023; Zhe Wang 002; Wenli Du (Pattern Recognit., 2023)

Drug-target interactions prediction based on network topology feature representation embedded deep forest. - Majun Lian; Xinjie Wang; Wenli Du (Neurocomputing, 2023)

Sliding mode-based finite-time consensus tracking control for multi-agent systems under actuator attacks. - Rong Nie; Wenli Du; Zhongmei Li; Shuping He (Inf. Sci., 2023)

Data-Driven Tabulation for Chemistry Integration Using Recurrent Neural Networks. - Yu Zhang 108; Qingguo Lin; Wenli Du; Feng Qian 004 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Generalized Nonconvex Nonsmooth Low-Rank Matrix Recovery Framework With Feasible Algorithm Designs and Convergence Analysis. - Hengmin Zhang; Feng Qian 004; Peng Shi 001; Wenli Du; Yang Tang; Jianjun Qian; Chen Gong 002; Jian Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Multilabel Convolutional Network With Feature Denoising and Details Supplement. - Tianhao Gu; Zhe Wang 002; Zhongli Fang; Zonghai Zhu; Hai Yang 002; Dongdong Li; Wenli Du (IEEE Trans. Neural Networks Learn. Syst., 2023)

Frame-Level Teacher-Student Learning With Data Privacy for EEG Emotion Recognition. - Tianhao Gu; Zhe Wang 002; Xinlei Xu; Dongdong Li; Hai Yang 002; Wenli Du (IEEE Trans. Neural Networks Learn. Syst., 2023)

Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey. - Yang Tang; Chaoqiang Zhao; Jianrui Wang; Chongzhen Zhang; Qiyu Sun; Wei Xing Zheng 001; Wenli Du; Feng Qian 004; Jürgen Kurths (IEEE Trans. Neural Networks Learn. Syst., 2023)

Control-Oriented Modeling for Industrial Propylene Polymerization Process based on Physics-Informed Neural Network. - Shenjie Li; Xixiang Zhang; Zhou Tian; Jingyi Lu; Wenli Du; Feng Qian (ASCC, 2024)

MO-EMT-NAS: Multi-objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets. - Peng Liao; Xilu Wang 001; Yaochu Jin; Wenli Du (ECCV (70), 2024)

Differentiable Distributionally Robust Optimization Layers. - Xutao Ma; Chao Ning 002; Wenli Du (ICML, 2024)

ZSEE: A Dataset based on Zeolite Synthesis Event Extraction for Automated Synthesis Platform. - Song He; Xin Peng 003; Yihan Cai; Xin Li; Zhiqing Yuan; Wenli Du; Weimin Yang (NAACL-HLT (Findings), 2024)

An interpretable data-driven approach for process flowsheet convergence troubleshooting. - Shifeng Qu; Xinjie Wang; Wenli Du; Feng Qian 004 (Adv. Eng. Informatics, 2024)

Differential privacy distributed optimization algorithm against adversarial attacks for efficiency optimization of complex industrial processes. - Changyang Yue; Wenli Du; Zhongmei Li; Bing Liu; Rong Nie; Feng Qian 004 (Adv. Eng. Informatics, 2024)

A novel multi-operation sequencing formulation for the crude oil scheduling problem with restricted overlapping constraints. - Chuan Wang; Minglei Yang 004; Xin Dai; Chen Fan; Wenli Du (Comput. Chem. Eng., 2024)

Artificial intelligence-assisted design of new chemical materials: a perspective. - Feng Qian 004; Wenli Du; Weimin Zhong; Yang Tang; Jingyi Lu (Sci. China Inf. Sci., 2024)

A Risk-Averse Just-In-Time Scheme for Learning-Based Operation of Microgrids with Coupled Electricity-Hydrogen-Ammonia under Uncertainties. - Longyan Li; Chao Ning 002; Guangsheng Pan; Leiqi Zhang; Wei Gu 004; Liang Zhao; Wenli Du; Mohammad Shahidehpour (CoRR, 2024)

A truncated Gaussian distribution based multi-scale segment-wise fusion transformer model for multi-step commodity price forecasting. - Xin Peng 003; Zhengxiang Chen; Jiale Zhang; Zhi Li 067; Wenli Du (Eng. Appl. Artif. Intell., 2024)

A robust H∞ fault-tolerant control approach for time-delay LPV systems with uncertain parameters and unknown disturbances. - Bing Liu; Zhongmei Li; Wenli Du (Eur. J. Control, 2024)

Optimal cyclic scheduling of ethylene plants in backup furnace mode with separation capacity constraints. - Xinwei Lin; Wenli Du; Liang Zhao; Feng Qian 004; Fabricio Oliveira (Comput. Chem. Eng., 2024)

Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks. - Xinjie Wang 002; Yaochu Jin; Wenli Du; Jun Wang 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Online Data-Stream-Driven Distributionally Robust Optimal Energy Management for Hydrogen-Based Multimicrogrids. - Longyan Li; Chao Ning 002; Haifeng Qiu; Wenli Du; Zhaoyang Dong (IEEE Trans. Ind. Informatics, 2024)

Joint Meter Coding and Moving Target Defense for Detecting Stealthy False Data Injection Attacks in Power System State Estimation. - Chensheng Liu; Yang Tang; Ruilong Deng; Min Zhou 004; Wenli Du (IEEE Trans. Ind. Informatics, 2024)

A Distributed Proximal Consensus Algorithm for Energy Saving in Ethylene Production. - Rong Nie; Wenli Du; Ting Wang; Zhongmei Li; Shuping He (IEEE Trans. Neural Networks Learn. Syst., 2024)

Parameter-Estimate-First False Data Injection Attacks in AC State Estimation Deployed With Moving Target Defense. - Chensheng Liu; Yuanqi Li; Hongcheng Zhu; Yang Tang; Wenli Du (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With Theoretical Analysis. - Hengmin Zhang; Bihan Wen; Zhiyuan Zha; Bob Zhang 001; Yang Tang; Guo Yu 001; Wenli Du (IEEE Trans. Circuits Syst. Video Technol., 2024)

Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling. - Wanting Zhang; Wei Du 003; Guo Yu 001; Renchu He; Wenli Du; Yaochu Jin (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Accelerated Distributed Nesterov Optimization Subject to Complex Constraints and Its Applications. - Bing Liu; Wenli Du; Zhongmei Li (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Distributed Gradient Tracking for Differentially Private Multi-Agent Optimization With a Dynamic Event-Triggered Mechanism. - Yang Yuan; Wangli He; Wenli Du; Yu-Chu Tian; Qing-Long Han; Feng Qian 004 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Novel Adaptive Robust NIR Modeling Method Based on Sparse Bayesian Learning. - Yuqiang Li; Wenli Du; Xinjie Wang 002; Huijing Yu (IEEE Trans. Ind. Informatics, 2024)

Distributed Asynchronous Optimization of Multiagent Systems: Convergence Analysis and Its Application. - Rong Nie; Wenli Du; Ting Wang; Zhongmei Li; Shuping He (IEEE Trans. Ind. Informatics, 2024)

Finite-Time Consensus Control for MASs Under Hidden Markov Model Mechanism. - Rong Nie; Wenli Du; Zhongmei Li; Shuping He (IEEE Trans. Autom. Control., 2024)

Phase Shifting Transformer-Based Mitigation Strategy for Load Redistribution Attacks in Power System Optimal Power Flow. - Chensheng Liu; Hongcheng Zhu; Min Zhou 004; Ruilong Deng; Yang Tang; Wenli Du (IEEE Trans. Smart Grid, 2024)

Surrogate-Assisted Evolutionary Neural Architecture Search with Architecture Knowledge Transfer. - Peng Liao; Xilu Wang 001; Yaochu Jin; Chaoli Sun; Wenli Du (CEC, 2025)

Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory. - Han Hu; Wenli Du; Peng Liao; Bing Wang; Siyuan Fan (CVPR, 2025)

Gas dispersion modeling in stereoscopic space with obstacles using a novel spatiotemporal prediction network. - Shikuan Chen; Wenli Du; Xinjie Wang 002; Bing Wang; Chenxi Cao; Xin Peng 003 (Comput. Chem. Eng., 2025)

A high-accuracy deep learning framework for digital twin model development of actual chemical processes. - Yue Li; Zhongmei Li; Jingzheng Ren; Wenli Du; Weifeng Shen (Eng. Appl. Artif. Intell., 2025)

TFT-MPIR: An end-to-end multi-period inventory replenishment strategy based on temporal fusion transformer. - Weixing Guo; Zhuo-Ming Ren; Wenli Du; Tongfeng Weng (Expert Syst. Appl., 2025)

pFL-SBPM: A communication-efficient personalized federated learning framework for resource-limited edge clients. - Han Hu; Wenli Du; Yuqiang Li; Yue Wang (Future Gener. Comput. Syst., 2025)

A novel synchronous spatio-temporal relationship network for geographical-related time-spatial series forecasting. - Jiale Zhang; Xinjie Wang 002; Minglei Yang 004; Xin Peng 003; Wenli Du (Inf. Sci., 2025)

Multi-hierarchical error-aware contrastive learning for event argument extraction. - Song He; Wenli Du; Xin Peng 003; Zhangpeng Wei; Xin Li (Knowl. Based Syst., 2025)

FedVOD: A two-stage video object detector training framework based on federated unsupervised learning and feature post-processing. - Han Hu; Wenli Du; Bing Wang; Feng Qian (Knowl. Based Syst., 2025)

Communication-efficient personalized federated learning with evolutionary strategies and cluster-aware knowledge transfer. - Yue Wang; Han Hu; Wenli Du (Knowl. Based Syst., 2025)

Fusion of global and adaptive local information for few-shot image classification. - Ting Xiao; Yiqing Xia; Ruiqi Tang; Wenli Du; Zhe Wang 002 (Pattern Recognit., 2025)

A knowledge transfer-based co-evolutionary algorithm for dynamic large-scale crude oil scheduling. - Wanting Zhang; Wenli Du; Wei Du 003 (Swarm Evol. Comput., 2025)

A Less Conservative Robust Control Approach and Its Application to Truck-Trailer System. - Bing Liu; Zhongmei Li; Rong Nie; Wenli Du (IEEE Trans Autom. Sci. Eng., 2025)

Improved Finite-Time Sliding Mode Control for Multi-Agent Systems Under Fuzzy Topologies. - Rong Nie; Wenli Du; Zhongmei Li; Shuping He (IEEE Trans Autom. Sci. Eng., 2025)

Distributed Asynchronous Optimization With Inseparable Coupled Constraints and Its Application. - Ting Wang; Weihan Liu; Zhongmei Li; Zhencheng Ye; Xin Peng 003; Wenli Du (IEEE Trans Autom. Sci. Eng., 2025)

Large-Scale Continuous-Time Crude Oil Scheduling: A Variable-Length Evolutionary Optimization Approach. - Wanting Zhang; Wenli Du; Wei Du 003; Renchu He; Yaochu Jin (IEEE Trans Autom. Sci. Eng., 2025)

Generalized Nash Equilibrium in Two-Echelon Supply Chain Networks: Analyzing Intra-Entity Collaboration and Inter-Entity Competition. - Jiale Zhang; Xin Dai; Wenli Du (IEEE Trans. Netw. Sci. Eng., 2025)

Adversarial Semantic Augmentation for Training Generative Adversarial Networks under Limited Data. - Mengping Yang; Zhe Wang 002; Ziqiu Chi; Dongdong Li; Wenli Du (CoRR, 2025)

A production planning benchmark for real-world refinery-petrochemical complexes. - Wenli Du; Chuan Wang; Chen Fan; Zhi Li 067; Yeke Zhong; Tianao Kang; Ziting Liang; Minglei Yang 004; Feng Qian 004; Xin Dai (CoRR, 2025)

An Enhanced Distributed Optimization Subject to Multiple Constraints: A Case Study on Entire Ethylene Separation Process. - Bing Liu; Wenli Du; Zhongmei Li (IEEE Trans. Control. Netw. Syst., 2025)

Optimal Scheduling of a Hydrogen-Based Microgrid for an Industrial Park: A Reinforcement Learning Approach. - Wangli He; Chenhao Cai; Qing-Long Han; Xiangyun Qing; Wenli Du; Feng Qian 004 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Distributed Nash Equilibrium Seeking With a Gradient-Based Event-Triggered Mechanism. - Kaijie Zhang; Wangli He; Wenli Du; Feng Qian 004 (IEEE Trans. Cybern., 2025)

Spectral Correlation Information Embedded NIR Modeling Method and Its Industrial Applications. - Yuqiang Li; Wenli Du; Yunmeng Zhao (IEEE Trans. Ind. Informatics, 2025)

BFCP: Pursue Better Forward Compatibility Pretraining for Few-Shot Class-Incremental Learning. - Zhiling Fu; Zhe Wang 002; Xinlei Xu; Wei Guo 023; Ziqiu Chi; Hai Yang 002; Wenli Du (IEEE Trans. Neural Networks Learn. Syst., 2025)

Adaptive Robust Stochastic Configuration Networks for Near-Infrared Multivariate Analysis. - Yuqiang Li; Wenli Du; Xinjie Wang 002; Minglei Yang 004; Yunmeng Zhao (IEEE Trans. Neural Networks Learn. Syst., 2025)

Data-Driven Distributionally Robust Mixed-Integer Control Through Lifted Control Policy. - Xutao Ma; Chao Ning 002; Wenli Du; Yang Shi 001 (IEEE Trans. Autom. Control., 2025)

Knowledge compensation for event argument extraction via AMR-guided dynamic probability gain. - Song He; Wenli Du; Xin Peng 003; Zhangpeng Wei; Xin Li (Expert Syst. Appl., 2026)