Wenli Du

207 papers A* 5B 4C 1Journal 179Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-driven source term estimation of hazardous gas leakages in complex chemical industrial parks.
Comput. Chem. Eng.
Chuantao Ni, Ziqiang Lang, Bing Wang, Ang Li, Chenxi Cao, Wenli Du, Feng Qian
2026 J jnl
Distributed Aggregative Optimization of MASs Subject to Coupled Inequality Constraints.
IEEE Trans. Syst. Man Cybern. Syst.
Rong Nie, Wenli Du, Zhongmei Li, Shuping He
2026 A* conf
From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design.
AAAI
Xufei Tian, Wenli Du, Shaoyi Yang, Han Hu, Hui Xin, Shifeng Qu, Ke Ye
2026 J jnl
From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design.
CoRR
Xufei Tian, Wenli Du, Shaoyi Yang, Han Hu, Hui Xin, Shifeng Qu, Ke Ye
2026 J jnl
Knowledge compensation for event argument extraction via AMR-guided dynamic probability gain.
Expert Syst. Appl.
Song He, Wenli Du, Xin Peng, Zhangpeng Wei, Xin Li
2026 J jnl
MMRCL: An interpretable multi-modal deep learning framework for predicting hERG blockers.
Comput. Biol. Chem.
Yang Su, Jinzhou Wu, Ao Yang, Yumin Yuan, Wenli Du, Yi Xiang, Weifeng Shen
2026 J jnl
Reinforcement learning-guided two-stage optimization framework for multi-product batch scheduling.
Comput. Chem. Eng.
Jiawen Zhu, Wenli Du, Chen Fan, Muyi Huang, Chuan Wang, Furong Zhang
2026 J jnl
Two-Stage Algorithm for Noncooperative Games With Semi-Continuous Variables.
IEEE Trans. Syst. Man Cybern. Syst.
Jiale Zhang, Xin Dai, Wenli Du
2025 J jnl
A Less Conservative Robust Control Approach and Its Application to Truck-Trailer System.
IEEE Trans Autom. Sci. Eng.
Bing Liu, Zhongmei Li, Rong Nie, Wenli Du
2025 J jnl
A high-accuracy deep learning framework for digital twin model development of actual chemical processes.
Eng. Appl. Artif. Intell.
Yue Li, Zhongmei Li, Jingzheng Ren, Wenli Du, Weifeng Shen
2025 J jnl
A knowledge transfer-based co-evolutionary algorithm for dynamic large-scale crude oil scheduling.
Swarm Evol. Comput.
Wanting Zhang, Wenli Du, Wei Du
2025 J jnl
A novel synchronous spatio-temporal relationship network for geographical-related time-spatial series forecasting.
Inf. Sci.
Jiale Zhang, Xinjie Wang, Minglei Yang, Xin Peng, Wenli Du
2025 J jnl
A production planning benchmark for real-world refinery-petrochemical complexes.
CoRR
Wenli Du, Chuan Wang, Chen Fan, Zhi Li, Yeke Zhong, Tianao Kang, Ziting Liang, Minglei Yang, Feng Qian, Xin Dai
2025 J jnl
Adaptive Robust Stochastic Configuration Networks for Near-Infrared Multivariate Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Yuqiang Li, Wenli Du, Xinjie Wang, Minglei Yang, Yunmeng Zhao
2025 J jnl
Adversarial Semantic Augmentation for Training Generative Adversarial Networks under Limited Data.
CoRR
Mengping Yang, Zhe Wang, Ziqiu Chi, Dongdong Li, Wenli Du
2025 J jnl
An Enhanced Distributed Optimization Subject to Multiple Constraints: A Case Study on Entire Ethylene Separation Process.
IEEE Trans. Control. Netw. Syst.
Bing Liu, Wenli Du, Zhongmei Li
2025 J jnl
BFCP: Pursue Better Forward Compatibility Pretraining for Few-Shot Class-Incremental Learning.
IEEE Trans. Neural Networks Learn. Syst.
Zhiling Fu, Zhe Wang, Xinlei Xu, Wei Guo, Ziqiu Chi, Hai Yang, Wenli Du
2025 J jnl
Communication-efficient personalized federated learning with evolutionary strategies and cluster-aware knowledge transfer.
Knowl. Based Syst.
Yue Wang, Han Hu, Wenli Du
2025 J jnl
Data-Driven Distributionally Robust Mixed-Integer Control Through Lifted Control Policy.
IEEE Trans. Autom. Control.
Xutao Ma, Chao Ning, Wenli Du, Yang Shi
2025 J jnl
Data-Driven Distributionally Robust Mixed-Integer Control through Lifted Control Policy.
CoRR
Xutao Ma, Chao Ning, Wenli Du, Yang Shi
2025 J jnl
Distributed Asynchronous Optimization With Inseparable Coupled Constraints and Its Application.
IEEE Trans Autom. Sci. Eng.
Ting Wang, Weihan Liu, Zhongmei Li, Zhencheng Ye, Xin Peng, Wenli Du
2025 J jnl
Distributed Nash Equilibrium Seeking With a Gradient-Based Event-Triggered Mechanism.
IEEE Trans. Cybern.
Kaijie Zhang, Wangli He, Wenli Du, Feng Qian
2025 A* conf
Efficient Video Anomaly Detection via Scene-Dependent Memory Assisted Inter-Frame RGB Difference Reconstruction.
ACM Multimedia
Han Hu, Wenli Du, Bing Wang
2025 J jnl
FedVOD: A two-stage video object detector training framework based on federated unsupervised learning and feature post-processing.
Knowl. Based Syst.
Han Hu, Wenli Du, Bing Wang, Feng Qian
2025 J jnl
Fusion of global and adaptive local information for few-shot image classification.
Pattern Recognit.
Ting Xiao, Yiqing Xia, Ruiqi Tang, Wenli Du, Zhe Wang
2025 J jnl
Gas dispersion modeling in stereoscopic space with obstacles using a novel spatiotemporal prediction network.
Comput. Chem. Eng.
Shikuan Chen, Wenli Du, Xinjie Wang, Bing Wang, Chenxi Cao, Xin Peng
2025 J jnl
Generalized Nash Equilibrium in Two-Echelon Supply Chain Networks: Analyzing Intra-Entity Collaboration and Inter-Entity Competition.
IEEE Trans. Netw. Sci. Eng.
Jiale Zhang, Xin Dai, Wenli Du
2025 J jnl
Improved Finite-Time Sliding Mode Control for Multi-Agent Systems Under Fuzzy Topologies.
IEEE Trans Autom. Sci. Eng.
Rong Nie, Wenli Du, Zhongmei Li, Shuping He
2025 J jnl
Large-Scale Continuous-Time Crude Oil Scheduling: A Variable-Length Evolutionary Optimization Approach.
IEEE Trans Autom. Sci. Eng.
Wanting Zhang, Wenli Du, Wei Du, Renchu He, Yaochu Jin
2025 J jnl
Multi-hierarchical error-aware contrastive learning for event argument extraction.
Knowl. Based Syst.
Song He, Wenli Du, Xin Peng, Zhangpeng Wei, Xin Li
2025 A* conf
Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory.
CVPR
Han Hu, Wenli Du, Peng Liao, Bing Wang, Siyuan Fan
2025 J jnl
Optimal Scheduling of a Hydrogen-Based Microgrid for an Industrial Park: A Reinforcement Learning Approach.
IEEE Trans. Syst. Man Cybern. Syst.
Wangli He, Chenhao Cai, Qing-Long Han, Xiangyun Qing, Wenli Du, Feng Qian
2025 J jnl
Private Distributed Resource Allocation Without Constraint Violations.
IEEE Trans. Control. Netw. Syst.
Changxin Liu, Rui Huang, Eric Shi, Wenli Du
2025 J jnl
Spectral Correlation Information Embedded NIR Modeling Method and Its Industrial Applications.
IEEE Trans. Ind. Informatics
Yuqiang Li, Wenli Du, Yunmeng Zhao
2025 B conf
Surrogate-Assisted Evolutionary Neural Architecture Search with Architecture Knowledge Transfer.
CEC
Peng Liao, Xilu Wang, Yaochu Jin, Chaoli Sun, Wenli Du
2025 J jnl
TFT-MPIR: An end-to-end multi-period inventory replenishment strategy based on temporal fusion transformer.
Expert Syst. Appl.
Weixing Guo, Zhuo-Ming Ren, Wenli Du, Tongfeng Weng
2025 J jnl
Towards fairness-aware multi-objective optimization.
Complex Intell. Syst.
Guo Yu, Lianbo Ma, Xilu Wang, Wei Du, Wenli Du, Yaochu Jin
2025 J jnl
pFL-SBPM: A communication-efficient personalized federated learning framework for resource-limited edge clients.
Future Gener. Comput. Syst.
Han Hu, Wenli Du, Yuqiang Li, Yue Wang
2024 J jnl
A Distributed Proximal Consensus Algorithm for Energy Saving in Ethylene Production.
IEEE Trans. Neural Networks Learn. Syst.
Rong Nie, Wenli Du, Ting Wang, Zhongmei Li, Shuping He
2024 J jnl
A Novel Adaptive Robust NIR Modeling Method Based on Sparse Bayesian Learning.
IEEE Trans. Ind. Informatics
Yuqiang Li, Wenli Du, Xinjie Wang, Huijing Yu
2024 J jnl
A Risk-Averse Just-In-Time Scheme for Learning-Based Operation of Microgrids with Coupled Electricity-Hydrogen-Ammonia under Uncertainties.
CoRR
Longyan Li, Chao Ning, Guangsheng Pan, Leiqi Zhang, Wei Gu, Liang Zhao, Wenli Du, Mohammad Shahidehpour
2024 J jnl
A novel multi-operation sequencing formulation for the crude oil scheduling problem with restricted overlapping constraints.
Comput. Chem. Eng.
Chuan Wang, Minglei Yang, Xin Dai, Chen Fan, Wenli Du
2024 J jnl
A robust H∞ fault-tolerant control approach for time-delay LPV systems with uncertain parameters and unknown disturbances.
Eur. J. Control
Bing Liu, Zhongmei Li, Wenli Du
2024 J jnl
A truncated Gaussian distribution based multi-scale segment-wise fusion transformer model for multi-step commodity price forecasting.
Eng. Appl. Artif. Intell.
Xin Peng, Zhengxiang Chen, Jiale Zhang, Zhi Li, Wenli Du
2024 J jnl
Accelerated Distributed Nesterov Optimization Subject to Complex Constraints and Its Applications.
IEEE Trans. Syst. Man Cybern. Syst.
Bing Liu, Wenli Du, Zhongmei Li
2024 J jnl
Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With Theoretical Analysis.
IEEE Trans. Circuits Syst. Video Technol.
Hengmin Zhang, Bihan Wen, Zhiyuan Zha, Bob Zhang, Yang Tang, Guo Yu, Wenli Du
2024 J jnl
An interpretable data-driven approach for process flowsheet convergence troubleshooting.
Adv. Eng. Informatics
Shifeng Qu, Xinjie Wang, Wenli Du, Feng Qian
2024 J jnl
Artificial intelligence-assisted design of new chemical materials: a perspective.
Sci. China Inf. Sci.
Feng Qian, Wenli Du, Weimin Zhong, Yang Tang, Jingyi Lu
2024 — conf
Control-Oriented Modeling for Industrial Propylene Polymerization Process based on Physics-Informed Neural Network.
ASCC
Shenjie Li, Xixiang Zhang, Zhou Tian, Jingyi Lu, Wenli Du, Feng Qian
2024 A* conf
Differentiable Distributionally Robust Optimization Layers.
ICML
Xutao Ma, Chao Ning, Wenli Du
2024 J jnl
Differentiable Distributionally Robust Optimization Layers.
CoRR
Xutao Ma, Chao Ning, Wenli Du
2024 J jnl
Differential privacy distributed optimization algorithm against adversarial attacks for efficiency optimization of complex industrial processes.
Adv. Eng. Informatics
Changyang Yue, Wenli Du, Zhongmei Li, Bing Liu, Rong Nie, Feng Qian
2024 J jnl
Distributed Asynchronous Optimization of Multiagent Systems: Convergence Analysis and Its Application.
IEEE Trans. Ind. Informatics
Rong Nie, Wenli Du, Ting Wang, Zhongmei Li, Shuping He
2024 J jnl
Distributed Gradient Tracking for Differentially Private Multi-Agent Optimization With a Dynamic Event-Triggered Mechanism.
IEEE Trans. Syst. Man Cybern. Syst.
Yang Yuan, Wangli He, Wenli Du, Yu-Chu Tian, Qing-Long Han, Feng Qian
2024 J jnl
Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks.
IEEE Trans. Neural Networks Learn. Syst.
Xinjie Wang, Yaochu Jin, Wenli Du, Jun Wang
2024 J jnl
Finite-Time Consensus Control for MASs Under Hidden Markov Model Mechanism.
IEEE Trans. Autom. Control.
Rong Nie, Wenli Du, Zhongmei Li, Shuping He
2024 J jnl
Joint Meter Coding and Moving Target Defense for Detecting Stealthy False Data Injection Attacks in Power System State Estimation.
IEEE Trans. Ind. Informatics
Chensheng Liu, Yang Tang, Ruilong Deng, Min Zhou, Wenli Du
2024 J jnl
Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling.
CoRR
Wanting Zhang, Wei Du, Guo Yu, Renchu He, Wenli Du, Yaochu Jin
2024 J jnl
Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling.
IEEE Trans. Emerg. Top. Comput. Intell.
Wanting Zhang, Wei Du, Guo Yu, Renchu He, Wenli Du, Yaochu Jin
2024 J jnl
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets.
CoRR
Peng Liao, Xilu Wang, Yaochu Jin, Wenli Du
2024 — conf
MO-EMT-NAS: Multi-objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets.
ECCV (70)
Peng Liao, Xilu Wang, Yaochu Jin, Wenli Du
2024 J jnl
Online Data-Stream-Driven Distributionally Robust Optimal Energy Management for Hydrogen-Based Multimicrogrids.
IEEE Trans. Ind. Informatics
Longyan Li, Chao Ning, Haifeng Qiu, Wenli Du, Zhaoyang Dong
2024 J jnl
Optimal cyclic scheduling of ethylene plants in backup furnace mode with separation capacity constraints.
Comput. Chem. Eng.
Xinwei Lin, Wenli Du, Liang Zhao, Feng Qian, Fabricio Oliveira
2024 J jnl
Parameter-Estimate-First False Data Injection Attacks in AC State Estimation Deployed With Moving Target Defense.
IEEE Trans. Circuits Syst. I Regul. Pap.
Chensheng Liu, Yuanqi Li, Hongcheng Zhu, Yang Tang, Wenli Du
2024 J jnl
Phase Shifting Transformer-Based Mitigation Strategy for Load Redistribution Attacks in Power System Optimal Power Flow.
IEEE Trans. Smart Grid
Chensheng Liu, Hongcheng Zhu, Min Zhou, Ruilong Deng, Yang Tang, Wenli Du
2024 J jnl
Semantic mask-based two-step approach: a general framework for X-ray diffraction peak search in high-throughput molecular sieve synthetic system.
Complex Intell. Syst.
Zhangpeng Wei, Xin Peng, Wenli Du, Feng Qian, Zhiqing Yuan
2024 — conf
ZSEE: A Dataset based on Zeolite Synthesis Event Extraction for Automated Synthesis Platform.
NAACL-HLT (Findings)
Song He, Xin Peng, Yihan Cai, Xin Li, Zhiqing Yuan, Wenli Du, Weimin Yang
2023 J jnl
A Novel Interpretable Ensemble Learning Method for NIR-Based Rapid Characterization of Petroleum Products.
IEEE Trans. Instrum. Meas.
Huijing Yu, Yuqiang Li, Wenli Du, Minglei Yang, Xin Peng, Xinjie Wang, Jian Long
2023 J jnl
Accelerated Dual Averaging Methods for Decentralized Constrained Optimization.
IEEE Trans. Autom. Control.
Changxin Liu, Yang Shi, Huiping Li, Wenli Du
2023 J jnl
Complementary features based prototype self-updating for few-shot learning.
Expert Syst. Appl.
Xinlei Xu, Zhe Wang, Ziqiu Chi, Hai Yang, Wenli Du
2023 J jnl
Contour-Context Joint Blind Image Inpainting Network for Molecular Sieve Particle Size Measurement of SEM Images.
IEEE Trans. Instrum. Meas.
Song He, Xin Peng, Zhiqing Yuan, Wenli Du
2023 J jnl
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].
Comput. Chem. Eng.
Xin Dai, Liang Zhao, Renchu He, Wenli Du, Weimin Zhong, Zhi Li, Feng Qian
2023 J jnl
DFSGAN: Introducing editable and representative attributes for few-shot image generation.
Eng. Appl. Artif. Intell.
Mengping Yang, Saisai Niu, Zhe Wang, Dongdong Li, Wenli Du
2023 J jnl
Data-Driven Tabulation for Chemistry Integration Using Recurrent Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Yu Zhang, Qingguo Lin, Wenli Du, Feng Qian
2023 J jnl
Data-driven crude oil scheduling optimization with a distributionally robust joint chance constraint under multiple uncertainties.
Comput. Chem. Eng.
Xin Dai, Liang Zhao, Renchu He, Wenli Du, Weimin Zhong, Zhi Li, Feng Qian
2023 J jnl
Distributed Optimization Subject to Inseparable Coupled Constraints: A Case Study on Plant-Wide Ethylene Process.
IEEE Trans. Ind. Informatics
Weihan Liu, Ting Wang, Zhongmei Li, Zhencheng Ye, Xin Peng, Wenli Du
2023 J jnl
Distributed discrete-time optimization over directed networks: A dynamic event-triggered algorithm.
Inf. Sci.
Yang Yuan, Wangli He, Yu-Chu Tian, Wenli Du, Feng Qian
2023 J jnl
Drug-target interactions prediction based on network topology feature representation embedded deep forest.
Neurocomputing
Majun Lian, Xinjie Wang, Wenli Du
2023 A* conf
EMT-NAS: Transferring architectural knowledge between tasks from different datasets.
CVPR
Peng Liao, Yaochu Jin, Wenli Du
2023 J jnl
Efficient rolling horizon approach to a crude oil scheduling problem for marine-access refineries.
Comput. Chem. Eng.
Yunning Yang, Renchu He, Guo Yu, Wei Du, Minglei Yang, Wenli Du
2023 J jnl
False-Data-Injection-Enabled Network Parameter Modifications in Power Systems: Attack and Detection.
IEEE Trans. Ind. Informatics
Chensheng Liu, Wangli He, Ruilong Deng, Yu-Chu Tian, Wenli Du
2023 J jnl
Federated probability memory recall for federated continual learning.
Inf. Sci.
Zhe Wang, Yu Zhang, Xinlei Xu, Zhiling Fu, Hai Yang, Wenli Du
2023 J jnl
Frame-Level Teacher-Student Learning With Data Privacy for EEG Emotion Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Tianhao Gu, Zhe Wang, Xinlei Xu, Dongdong Li, Hai Yang, Wenli Du
2023 J jnl
Generalized Nonconvex Nonsmooth Low-Rank Matrix Recovery Framework With Feasible Algorithm Designs and Convergence Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Hengmin Zhang, Feng Qian, Peng Shi, Wenli Du, Yang Tang, Jianjun Qian, Chen Gong, Jian Yang
2023 J jnl
Incorporating Linear Regression Problems Into an Adaptive Framework With Feasible Optimizations.
IEEE Trans. Multim.
Hengmin Zhang, Feng Qian, Bob Zhang, Wenli Du, Jianjun Qian, Jian Yang
2023 J jnl
Learning-Based Adaptive Optimal Control for Flotation Processes Subject to Input Constraints.
IEEE Trans. Control. Syst. Technol.
Zhongmei Li, Mengzhe Huang, Jianyong Zhu, Weihua Gui, Zhong-Ping Jiang, Wenli Du
2023 — conf
Load Redistribution Attack in Optimal Power Flow with Phase Shifting Transformers.
ICPS
Hongcheng Zhu, Chensheng Liu, Min Zhou, Yang Tang, Wenli Du
2023 J jnl
Multi-view dimensionality reduction learning with hierarchical sparse feature selection.
Appl. Intell.
Wei Guo, Zhe Wang, Hai Yang, Wenli Du
2023 J jnl
Multilabel Convolutional Network With Feature Denoising and Details Supplement.
IEEE Trans. Neural Networks Learn. Syst.
Tianhao Gu, Zhe Wang, ZhongLi Fang, Zonghai Zhu, Hai Yang, Dongdong Li, Wenli Du
2023 J jnl
Multiple Kernel Subspace Learning for Clustering and Classification.
IEEE Trans. Knowl. Data Eng.
Ziqiu Chi, Zhe Wang, Bolu Wang, ZhongLi Fang, Zonghai Zhu, Dongdong Li, Wenli Du
2023 J jnl
Pattern-Coupled Baseline Correction Method for Near-Infrared Spectroscopy Multivariate Modeling.
IEEE Trans. Instrum. Meas.
Yuqiang Li, Xinjie Wang, Huijing Yu, Wenli Du
2023 J jnl
Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey.
IEEE Trans. Neural Networks Learn. Syst.
Yang Tang, Chaoqiang Zhao, Jianrui Wang, Chongzhen Zhang, Qiyu Sun, Wei Xing Zheng, Wenli Du, Feng Qian, Jürgen Kurths
2023 J jnl
ProtoGAN: Towards high diversity and fidelity image synthesis under limited data.
Inf. Sci.
Mengping Yang, Zhe Wang, Ziqiu Chi, Wenli Du
2023 J jnl
RLPGB-Net: Reinforcement Learning of Feature Fusion and Global Context Boundary Attention for Infrared Dim Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhe Wang, Tao Zang, Zhiling Fu, Hai Yang, Wenli Du
2023 J jnl
Reinforcement Learning Based Gasoline Blending Optimization: Achieving More Efficient Nonlinear Online Blending of Fuels.
CoRR
Muyi Huang, Renchu He, Xin Dai, Xin Peng, Wenli Du, Feng Qian
2023 J jnl
Robust semi-supervised multi-view graph learning with sharable and individual structure.
Pattern Recognit.
Wei Guo, Zhe Wang, Wenli Du
2023 J jnl
Sliding mode-based finite-time consensus tracking control for multi-agent systems under actuator attacks.
Inf. Sci.
Rong Nie, Wenli Du, Zhongmei Li, Shuping He
2023 J jnl
Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis.
IEEE Trans. Cybern.
Guo Yu, Yaochu Jin, Markus Olhofer, Qiqi Liu, Wenli Du
2022 J jnl
A Survey on Knee-Oriented Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput.
Guo Yu, Lianbo Ma, Yaochu Jin, Wenli Du, Qiqi Liu, Hengmin Zhang
2022 J jnl
A bilevel data-driven framework for robust optimization under uncertainty - applied to fluid catalytic cracking unit.
Comput. Chem. Eng.
Tianyue Li, Jian Long, Liang Zhao, Wenli Du, Feng Qian
2022 J jnl
A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimization.
Inf. Sci.
Dong Han, Wenli Du, Yaochu Jin, Wei Du, Guo Yu
2022 J jnl
A surrogate-assisted evolutionary algorithm for expensive many-objective optimization in the refining process.
Swarm Evol. Comput.
Dong Han, Wenli Du, Xinjie Wang, Wei Du
2022 J jnl
Client selection based weighted federated few-shot learning.
Appl. Soft Comput.
Xinlei Xu, Saisai Niu, Zhe Wang, Dongdong Li, Hai Yang, Wenli Du
2022 J jnl
Deep CNN-based local dimming technology.
Appl. Intell.
Tao Zhang, Hao Wang, Wenli Du, Meng Li
2022 J jnl
Distributed Voltage Regulation for Low-Voltage and High-PV-Penetration Networks With Battery Energy Storage Systems Subject to Communication Delay.
IEEE Trans. Control. Syst. Technol.
Lantao Xing, Yateendra Mishra, Yu-Chu Tian, Gerard Ledwich, Changyun Wen, Wangli He, Wenli Du, Feng Qian
2022 J jnl
Dynamic Event-Triggered SMC of Multi-Agent Systems for Consensus Tracking.
IEEE Trans. Circuits Syst. II Express Briefs
Rong Nie, Wangli He, Wenli Du, Ziqiang Lang, Shuping He
2022 J jnl
Erratum to "Merged-Sampling Mask R-CNN With Random Proposal Expansion for Particle Measurement of SEM Images of Molecular Sieve Catalysts".
IEEE Trans. Instrum. Meas.
Jiade Xin, Zhangpeng Wei, Minglei Yang, Xin Peng, Wenli Du
2022 J jnl
Event-triggered attitude synchronization of multiple rigid body systems with velocity-free measurements.
Autom.
Yang Tang, Xin Jin, Yang Shi, Wenli Du
2022 J jnl
Explicit Metric-Based Multiconcept Multi-Instance Learning With Triplet and Superbag.
IEEE Trans. Neural Networks Learn. Syst.
Ziqiu Chi, Zhe Wang, Wenli Du
2022 J jnl
Geometric imbalanced deep learning with feature scaling and boundary sample mining.
Pattern Recognit.
Zhe Wang, Qida Dong, Wei Guo, Dongdong Li, Jing Zhang, Wenli Du
2022 J jnl
Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems.
IEEE Trans. Cybern.
Hengmin Zhang, Feng Qian, Fanhua Shang, Wenli Du, Jianjun Qian, Jian Yang
2022 J jnl
Global sensitivity analysis for a perfusion bioreactor based on CFD modelling.
Comput. Chem. Eng.
Ioana Nascu, Daniel Sebastia-Saez, Tao Chen, Ioan Nascu, Wenli Du
2022 J jnl
Globalized Multiple Balanced Subsets With Collaborative Learning for Imbalanced Data.
IEEE Trans. Cybern.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
2022 J jnl
Gravitation balanced multiple kernel learning for imbalanced classification.
Neural Comput. Appl.
Mengping Yang, Zhe Wang, Yanqiong Li, Yangming Zhou, Dongdong Li, Wenli Du
2022 J jnl
Heterogeneous Federated Meta-Learning With Mutually Constrained Propagation.
IEEE Intell. Syst.
Ziqiu Chi, Zhe Wang, Wenli Du
2022 J jnl
Integrated multi-similarity fusion and heterogeneous graph inference for drug-target interaction prediction.
Neurocomputing
Majun Lian, Xinjie Wang, Wenli Du
2022 J jnl
Investigation of NOx emission under different burner structures with the optimized combustion model.
Neurocomputing
Qian Yao, Yu Zhang, Xinjie Wang, Zhou Tian, Guihua Hu, Wenli Du
2022 B conf
Large-scale crude oil scheduling: A framework of hybrid optimization based on plan decomposition.
CEC
Wanting Zhang, Wei Du, Guo Yu, Renchu He, Wenli Du
2022 J jnl
Learning to Capture the Query Distribution for Few-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
Ziqiu Chi, Zhe Wang, Mengping Yang, Dongdong Li, Wenli Du
2022 J jnl
Monitoring and path optimization of catalytic reformer in a refinery: Principal component analysis and A* algorithm application.
Expert Syst. Appl.
Zhi Li, Yuhui Ying, Minglei Yang, Liang Zhao, Ling Zhao, Wenli Du
2022 J jnl
Multi-attention mutual information distributed framework for few-shot learning.
Expert Syst. Appl.
Zhe Wang, Pingchuan Ma, Ziqiu Chi, Dongdong Li, Hai Yang, Wenli Du
2022 J jnl
Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes.
IEEE Trans. Ind. Informatics
Qun Wu, Wenli Du
2022 J jnl
Optimal Coding Schemes for Detecting False Data Injection Attacks in Power System State Estimation.
IEEE Trans. Smart Grid
Chensheng Liu, Ruilong Deng, Wangli He, Hao Liang, Wenli Du
2022 J jnl
Optimal Iterative Learning Control for Batch Processes in the Presence of Time-Varying Dynamics.
IEEE Trans. Syst. Man Cybern. Syst.
Jingyi Lu, Zhixing Cao, Qinran Hu, Zuhua Xu, Wenli Du, Furong Gao
2022 — conf
Optimization and Control of a Perfusion Bioreactor System in Tissue Engineering.
AQTR
Ioana Nascu, Ioan Nascu, Wenli Du
2022 J jnl
Pseudolabel-guided multiview consensus graph learning for semisupervised classification.
Int. J. Intell. Syst.
Wei Guo, Zhe Wang, Wenli Du
2022 J jnl
Secure Control of Multiagent Systems Against Malicious Attacks: A Brief Survey.
IEEE Trans. Ind. Informatics
Wangli He, Wenying Xu, Xiaohua Ge, Qing-Long Han, Wenli Du, Feng Qian
2022 J jnl
Semantic Supplementary Network With Prior Information for Multi-Label Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Zhe Wang, ZhongLi Fang, Dongdong Li, Hai Yang, Wenli Du
2022 J jnl
Semi-supervised multiple empirical kernel learning with pseudo empirical loss and similarity regularization.
Int. J. Intell. Syst.
Wei Guo, Zhe Wang, Menghao Ma, Lilong Chen, Hai Yang, Dongdong Li, Wenli Du
2022 J jnl
Ternary Compression for Communication-Efficient Federated Learning.
IEEE Trans. Neural Networks Learn. Syst.
Jinjin Xu, Wenli Du, Yaochu Jin, Wangli He, Ran Cheng
2022 J jnl
Thematic issue on knowledge and data driven evolutionary multi-objective optimization.
Memetic Comput.
Ran Cheng, Jinliang Ding, Wenli Du, Yaochu Jin
2022 J jnl
Towards Fairness-Aware Multi-Objective Optimization.
CoRR
Guo Yu, Lianbo Ma, Wei Du, Wenli Du, Yaochu Jin
2021 J jnl
A Circular Target Feature Detection Framework Based on DCNN for Industrial Applications.
IEEE Trans. Ind. Informatics
Dayu Tan, Linggang Chen, Chao Jiang, Weimin Zhong, Wenli Du, Feng Qian, Vladimir Mahalec
2021 J jnl
A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective Optimization.
CoRR
Jinjin Xu, Yaochu Jin, Wenli Du
2021 J jnl
A Federated Data-Driven Evolutionary Algorithm.
CoRR
Jinjin Xu, Yaochu Jin, Wenli Du, Sai Gu
2021 J jnl
A Novel Integrated Approach to Characterization of Petroleum Naphtha Properties From Near-Infrared Spectroscopy.
IEEE Trans. Instrum. Meas.
Huijing Yu, Wenli Du, Zi-Qiang Lang, Kai Wang, Jian Long
2021 J jnl
A federated data-driven evolutionary algorithm.
Knowl. Based Syst.
Jinjin Xu, Yaochu Jin, Wenli Du, Sai Gu
2021 J jnl
BLSTM and CNN Stacking Architecture for Speech Emotion Recognition.
Neural Process. Lett.
Dongdong Li, Linyu Sun, Xinlei Xu, Zhe Wang, Jing Zhang, Wenli Du
2021 J jnl
Bee-foraging learning particle swarm optimization.
Appl. Soft Comput.
Xu Chen, Hugo Tianfield, Wenli Du
2021 J jnl
Drug-Target Interaction Prediction Based on Multi-Similarity Fusion and Sparse Dual-Graph Regularized Matrix Factorization.
IEEE Access
Majun Lian, Wenli Du, Xinjie Wang, Qian Yao
2021 J jnl
EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks.
IEEE Trans. Cogn. Dev. Syst.
Dongdong Li, Bing Chai, Zhe Wang, Hai Yang, Wenli Du
2021 J jnl
Entropy-based hybrid sampling ensemble learning for imbalanced data.
Int. J. Intell. Syst.
Dongdong Li, Ziqiu Chi, Bolu Wang, Zhe Wang, Hai Yang, Wenli Du
2021 J jnl
FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition.
IEEE J. Biomed. Health Informatics
Zhe Wang, Tianhao Gu, Yiwen Zhu, Dongdong Li, Hai Yang, Wenli Du
2021 J jnl
Federated learning based atmospheric source term estimation in urban environments.
Comput. Chem. Eng.
Jinjin Xu, Wenli Du, Qiaoyi Xu, Jikai Dong, Bing Wang
2021 — conf
Global Sensitivity Analysis for the input parameters of a Perfusion Bioreactor System in Tissue Engineering.
ICSTCC
Ioana Nascu, Tao Chen, Wenli Du, Ioan Nascu
2021 J jnl
Intelligent Time-Scale Operator-Splitting Integration for Chemical Reaction Systems.
IEEE Trans. Neural Networks Learn. Syst.
Yu Zhang, Wenli Du
2021 J jnl
Merged-Sampling Mask R-CNN With Random Proposal Expansion for Particle Measurement of SEM Images of Molecular Sieve Catalysts.
IEEE Trans. Instrum. Meas.
Jiade Xin, Zhangpeng Wei, Minglei Yang, Xin Peng, Wenli Du
2021 J jnl
OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video.
IEEE Trans. Cogn. Dev. Syst.
Tianhao Gu, Zhe Wang, Dongdong Li, Hai Yang, Wenli Du, Yangming Zhou
2021 J jnl
Optical-flow-based framework to boost video object detection performance with object enhancement.
Expert Syst. Appl.
Long Fan, Tao Zhang, Wenli Du
2021 J jnl
Refinery production planning optimization under crude oil quality uncertainty.
Comput. Chem. Eng.
Fupei Li, Feng Qian, Wenli Du, Minglei Yang, Jian Long, Vladimir Mahalec
2021 — conf
Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization.
ICIG (2)
Hengmin Zhang, Wei Luo, Wenli Du, Jianjun Qian, Jian Yang, Bob Zhang
2021 J jnl
Steady-state target calculation integrating economic optimization for constrained model predictive control.
Comput. Chem. Eng.
Qun Wu, Wenli Du, Zoltán K. Nagy
2021 J jnl
Unsupervised cycle optimization learning for single-view depth and camera pose with Kalman filter.
Eng. Appl. Artif. Intell.
Tianhao Gu, Zhe Wang, Ziqiu Chi, Yiwen Zhu, Wenli Du
2020 J jnl
A Fast Multi-Objective Particle Swarm Optimization Algorithm Based on a New Archive Updating Mechanism.
IEEE Access
Khalil Alkebsi, Wenli Du
2020 J jnl
An Interval Type-2 Fuzzy Controller Based on Data-Driven Parameters Extraction for Cement Calciner Process.
IEEE Access
Jinquan Zheng, Wenli Du, Ioana Nascu, Yuanming Zhu, Weimin Zhong
2020 J jnl
Autonomous Control Strategy for Microgrid Operating Modes Smooth Transition.
IEEE Access
Yaran Li, Long Fu, Ke Meng, Zhao Yang Dong, Kashem M. Muttaqi, Wenli Du
2020 J jnl
Data-driven robust optimization for crude oil blending under uncertainty.
Comput. Chem. Eng.
Xin Dai, Xiaoqiang Wang, Renchu He, Wenli Du, Weimin Zhong, Liang Zhao, Feng Qian
2020 J jnl
Efficient matrixized classification learning with separated solution process.
Neural Comput. Appl.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du, Jing Zhang
2020 J jnl
Entropy and gravitation based dynamic radius nearest neighbor classification for imbalanced problem.
Knowl. Based Syst.
Zhe Wang, Yanqiong Li, Dongdong Li, Zonghai Zhu, Wenli Du
2020 — conf
Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications.
ICCSIP
Hengmin Zhang, Wenli Du, Xiaoqian Liu, Bob Zhang, Feng Qian
2020 J jnl
Fireworks explosion based artificial bee colony for numerical optimization.
Knowl. Based Syst.
Xu Chen, Xuan Wei, Guanxue Yang, Wenli Du
2020 J jnl
Geometric Structural Ensemble Learning for Imbalanced Problems.
IEEE Trans. Cybern.
Zonghai Zhu, Zhe Wang, Dongdong Li, Yujin Zhu, Wenli Du
2020 J jnl
Multi-matrices entropy discriminant ensemble learning for imbalanced problem.
Neural Comput. Appl.
Zhe Wang, Zhaozhi Chen, Yiwen Zhu, Jing Zhang, Wenli Du, Dongdong Li
2020 J jnl
Multiple Partial Empirical Kernel Learning with Instance Weighting and Boundary Fitting.
Neural Networks
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du, Yangming Zhou
2020 J jnl
Multiple Universum Empirical Kernel Learning.
Eng. Appl. Artif. Intell.
Zhe Wang, Sisi Hong, Lijuan Yao, Dongdong Li, Wenli Du, Jing Zhang
2020 J jnl
Near-Infrared Wavelength-Selection Method Based on Joint Mutual Information and Weighted Bootstrap Sampling.
IEEE Trans. Ind. Informatics
Kai Wang, Wenli Du, Jian Long
2020 J jnl
NearCount: Selecting critical instances based on the cited counts of nearest neighbors.
Knowl. Based Syst.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
2020 J jnl
Secure Communication Based on Quantized Synchronization of Chaotic Neural Networks Under an Event-Triggered Strategy.
IEEE Trans. Neural Networks Learn. Syst.
Wangli He, Tinghui Luo, Yang Tang, Wenli Du, Yu-Chu Tian, Feng Qian
2020 J jnl
Ternary Compression for Communication-Efficient Federated Learning.
CoRR
Jinjin Xu, Wenli Du, Ran Cheng, Wangli He, Yaochu Jin
2019 J jnl
An adaptive decomposition-based evolutionary algorithm for many-objective optimization.
Inf. Sci.
Dong Han, Wenli Du, Wei Du, Yaochu Jin, Chunping Wu
2019 — conf
Data-Driven Dynamic Modeling of the Acetylene Hydrogenation Process based on Nonlinear Slow Feature Analysis.
ASCC
Jingjing Guo, Wenli Du, Zhencheng Ye
2019 J jnl
Distributed State-of-Charge Balance Control With Event-Triggered Signal Transmissions for Multiple Energy Storage Systems in Smart Grid.
IEEE Trans. Syst. Man Cybern. Syst.
Lantao Xing, Yateendra Mishra, Yu-Chu Tian, Gerard Ledwich, Chunjie Zhou, Wenli Du, Feng Qian
2019 J jnl
Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Chaoli Sun, Handing Wang, Wenli Du, Yaochu Jin
2019 J jnl
High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach.
IEEE Trans. Ind. Informatics
Wei Du, Weimin Zhong, Yang Tang, Wenli Du, Yaochu Jin
2019 J jnl
Integration of Regional Demand Management and Signals Control for Urban Traffic Networks.
IEEE Access
Zhao Zhou, Shu Lin, Wenli Du, Haili Liang
2019 — conf
Just-in-time learning for cement free lime prediction with empirical mode decomposition and database monitoring index.
ASCC
Jinquan Zheng, Wenli Du, Weimin Zhong, Feng Qian
2019 J jnl
Multi-objective differential evolution with dynamic hybrid constraint handling mechanism.
Soft Comput.
Yuefeng Lin, Wei Du, Wenli Du
2019 J jnl
Multi-view learning with fisher kernel and bi-bagging for imbalanced problem.
Appl. Intell.
Zhe Wang, Yiwen Zhu, Zhaozhi Chen, Jing Zhang, Wenli Du
2019 J jnl
Multiple Empirical Kernel Learning with Majority Projection for imbalanced problems.
Appl. Soft Comput.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
2019 J jnl
Tree-based space partition and merging ensemble learning framework for imbalanced problems.
Inf. Sci.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
2019 J jnl
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).
计算机科学
Jie Jing, Tan Chen, Wenli Du, Zhikang Liu, Hao Yin
2018 J jnl
A Just-in-Time Learning Based Monitoring and Classification Method for Hyper/Hypocalcemia Diagnosis.
IEEE ACM Trans. Comput. Biol. Bioinform.
Xin Peng, Yang Tang, Wangli He, Wenli Du, Feng Qian
2018 B conf
A Two-Level Optimization Framework for Cyclic Scheduling of Ethylene Cracking Furnace System.
CEC
Yuefeng Lin, Wenli Du
2018 J jnl
An Improved Particle Swarm Optimization with Biogeography-Based Learning Strategy for Economic Dispatch Problems.
Complex.
Xu Chen, Bin Xu, Wenli Du
2018 J jnl
Detecting the correlation between mobile learning behavior and personal characteristics among elementary school students.
Interact. Learn. Environ.
Zhong Sun, Xiajing Yao, Jiaxin You, Wenli Du, Liming Luo
2018 J jnl
Genetic mechanism-enhanced standard particle swarm optimization 2011.
Soft Comput.
Wenli Du, Fei Zhang
2018 J jnl
Teaching-Learning-Based Optimization with Learning Enthusiasm Mechanism and Its Application in Chemical Engineering.
J. Appl. Math.
Xu Chen, Bin Xu, Kunjie Yu, Wenli Du
2017 C conf
An online performance monitoring using statistics pattern based kernel independent component analysis for non-Gaussian process.
IECON
Xin Peng, Ying Tian, Yang Tang, Wenli Du, Weimin Zhong, Feng Qian
2017 J jnl
Biogeography-based learning particle swarm optimization.
Soft Comput.
Xu Chen, Huaglory Tianfield, Congli Mei, Wenli Du, Guohai Liu
2017 J jnl
Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation.
IEEE Trans. Neural Networks Learn. Syst.
Yuanming Zhu, Zhongsheng Hou, Feng Qian, Wenli Du
2017 J jnl
Multiagent Systems on Multilayer Networks: Synchronization Analysis and Network Design.
IEEE Trans. Syst. Man Cybern. Syst.
Wangli He, Guanrong Chen, Qing-Long Han, Wenli Du, Jinde Cao, Feng Qian
2017 J jnl
Multimode Process Monitoring and Fault Detection: A Sparse Modeling and Dictionary Learning Method.
IEEE Trans. Ind. Electron.
Xin Peng, Yang Tang, Wenli Du, Feng Qian
2017 B conf
Three L-SHADE based algorithms on mixed-variables optimization problems.
CEC
Yuefeng Lin, Wenli Du, Thomas Stützle
2016 J jnl
Biogeography-based optimization with covariance matrix based migration.
Appl. Soft Comput.
Xu Chen, Huaglory Tianfield, Wenli Du, Guohai Liu
2014 J jnl
Dynamic Optimization of Industrial Processes With Nonuniform Discretization-Based Control Vector Parameterization.
IEEE Trans Autom. Sci. Eng.
Xu Chen, Wenli Du, Huaglory Tianfield, Rongbin Qi, Wangli He, Feng Qian
2014 J jnl
Monitoring for Nonlinear Multiple Modes Process Based on LL-SVDD-MRDA.
IEEE Trans Autom. Sci. Eng.
Wenli Du, Ying Tian, Feng Qian
2013 — conf
Process monitoring with global probability boundary-based on Gaussian mixture model.
ICCA
Qun Wu, Wenli Du, Feng Qian, Qingsong Ma
2013 J jnl
Synchronization analysis of heterogeneous dynamical networks.
Neurocomputing
Wangli He, Wenli Du, Feng Qian, Jinde Cao
2011 — conf
A hybrid method for identifying T-S fuzzy models.
FSKD
Honggang Wang, Liang Zhao, Wenli Du, Feng Qian
2010 J jnl
A hybrid genetic algorithm with the Baldwin effect.
Inf. Sci.
Quan Yuan, Feng Qian, Wenli Du
2009 J jnl
Identification and control of nonlinear systems by a time-delay recurrent neural network.
Neurocomputing
Hong-Wei Ge, Wenli Du, Feng Qian, Yanchun Liang
2007 — ch.
A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors.
Analysis and Design of Intelligent Systems using Soft Computing Techniques
Hong-Wei Ge, Wenli Du, Feng Qian, Wang Lu
2007 — conf
A Hybrid Algorithm Based on Particle Swarm Optimization and Simulated Annealing for Job Shop Scheduling.
ICNC (3)
Hongwei Ge, Wenli Du, Feng Qian
2007 — conf
A Novel Time-Delay Recurrent Neural Network and Application for Identifying and Controlling Nonlinear Systems.
ICNC (1)
Hongwei Ge, Wenli Du, Feng Qian, Yanchun Liang
2007 — ch.
An Intelligent Hybrid Algorithm for Job-Shop Scheduling Based on Particle Swarm Optimization and Artificial Immune System.
Analysis and Design of Intelligent Systems using Soft Computing Techniques
Hong-Wei Ge, Wenli Du, Feng Qian, Wang Lu
2007 — conf
Speed Identification of Ultrasonic Motors Based on Evolutionary Elman Network.
ICNC (3)
Hongwei Ge, Wenli Du, Feng Qian, Zhencheng Ye
2005 — conf
Optimization of PTA Crystallization Process Based on Fuzzy GMDH Networks and Differential Evolutionary Algorithm.
ICNC (2)
Wenli Du, Feng Qian