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2020 – today
- 2025
[j136]Weixing Guo, Zhuo-Ming Ren, Wenli Du, Tongfeng Weng:
TFT-MPIR: An end-to-end multi-period inventory replenishment strategy based on temporal fusion transformer. Expert Syst. Appl. 261: 125464 (2025)- [j135]Jiale Zhang
, Xinjie Wang, Minglei Yang, Xin Peng, Wenli Du:
A novel synchronous spatio-temporal relationship network for geographical-related time-spatial series forecasting. Inf. Sci. 689: 121484 (2025) - 2024
- [j134]Changyang Yue, Wenli Du, Zhongmei Li, Bing Liu, Rong Nie, Feng Qian:
Differential privacy distributed optimization algorithm against adversarial attacks for efficiency optimization of complex industrial processes. Adv. Eng. Informatics 62: 102662 (2024) - [j133]Shifeng Qu, Xinjie Wang, Wenli Du, Feng Qian:
An interpretable data-driven approach for process flowsheet convergence troubleshooting. Adv. Eng. Informatics 62: 102873 (2024) - [j132]Xinwei Lin, Wenli Du, Liang Zhao, Feng Qian, Fabricio Oliveira:
Optimal cyclic scheduling of ethylene plants in backup furnace mode with separation capacity constraints. Comput. Chem. Eng. 181: 108539 (2024) - [j131]Chuan Wang, Minglei Yang, Xin Dai, Chen Fan, Wenli Du:
A novel multi-operation sequencing formulation for the crude oil scheduling problem with restricted overlapping constraints. Comput. Chem. Eng. 187: 108714 (2024) - [j130]Xin Peng, Zhengxiang Chen, Jiale Zhang, Zhi Li, Wenli Du:
A truncated Gaussian distribution based multi-scale segment-wise fusion transformer model for multi-step commodity price forecasting. Eng. Appl. Artif. Intell. 133: 108434 (2024) - [j129]Bing Liu, Zhongmei Li, Wenli Du:
A robust H∞ fault-tolerant control approach for time-delay LPV systems with uncertain parameters and unknown disturbances. Eur. J. Control 79: 101016 (2024) - [j128]Rong Nie, Wenli Du, Zhongmei Li, Shuping He:
Finite-Time Consensus Control for MASs Under Hidden Markov Model Mechanism. IEEE Trans. Autom. Control. 69(7): 4726-4733 (2024) - [j127]Chensheng Liu, Yuanqi Li, Hongcheng Zhu, Yang Tang, Wenli Du:
Parameter-Estimate-First False Data Injection Attacks in AC State Estimation Deployed With Moving Target Defense. IEEE Trans. Circuits Syst. I Regul. Pap. 71(4): 1842-1851 (2024) - [j126]Hengmin Zhang, Bihan Wen, Zhiyuan Zha, Bob Zhang, Yang Tang, Guo Yu, Wenli Du:
Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With Theoretical Analysis. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2304-2317 (2024) - [j125]Wanting Zhang, Wei Du, Guo Yu, Renchu He, Wenli Du, Yaochu Jin:
Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1567-1581 (2024) - [j124]Chensheng Liu, Yang Tang, Ruilong Deng, Min Zhou, Wenli Du:
Joint Meter Coding and Moving Target Defense for Detecting Stealthy False Data Injection Attacks in Power System State Estimation. IEEE Trans. Ind. Informatics 20(3): 3371-3381 (2024) - [j123]Longyan Li, Chao Ning, Haifeng Qiu, Wenli Du, Zhaoyang Dong:
Online Data-Stream-Driven Distributionally Robust Optimal Energy Management for Hydrogen-Based Multimicrogrids. IEEE Trans. Ind. Informatics 20(3): 4370-4384 (2024) - [j122]Yuqiang Li, Wenli Du, Xinjie Wang, Huijing Yu:
A Novel Adaptive Robust NIR Modeling Method Based on Sparse Bayesian Learning. IEEE Trans. Ind. Informatics 20(6): 8499-8511 (2024) - [j121]Rong Nie, Wenli Du, Ting Wang, Zhongmei Li, Shuping He:
Distributed Asynchronous Optimization of Multiagent Systems: Convergence Analysis and Its Application. IEEE Trans. Ind. Informatics 20(6): 8983-8992 (2024) - [j120]Xinjie Wang, Yaochu Jin, Wenli Du, Jun Wang:
Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1572-1583 (2024) - [j119]Rong Nie, Wenli Du, Ting Wang, Zhongmei Li, Shuping He:
A Distributed Proximal Consensus Algorithm for Energy Saving in Ethylene Production. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3052-3061 (2024) - [j118]Chensheng Liu, Hongcheng Zhu, Min Zhou, Ruilong Deng, Yang Tang, Wenli Du:
Phase Shifting Transformer-Based Mitigation Strategy for Load Redistribution Attacks in Power System Optimal Power Flow. IEEE Trans. Smart Grid 15(5): 5127-5138 (2024) - [j117]Bing Liu, Wenli Du, Zhongmei Li:
Accelerated Distributed Nesterov Optimization Subject to Complex Constraints and Its Applications. IEEE Trans. Syst. Man Cybern. Syst. 54(4): 2055-2066 (2024) - [j116]Yang Yuan, Wangli He, Wenli Du, Yu-Chu Tian, Qing-Long Han, Feng Qian:
Distributed Gradient Tracking for Differentially Private Multi-Agent Optimization With a Dynamic Event-Triggered Mechanism. IEEE Trans. Syst. Man Cybern. Syst. 54(5): 3044-3055 (2024) - [c20]Xutao Ma, Chao Ning, Wenli Du:
Differentiable Distributionally Robust Optimization Layers. ICML 2024 - [c19]Song He, Xin Peng, Yihan Cai, Xin Li, Zhiqing Yuan, Wenli Du, Weimin Yang:
ZSEE: A Dataset based on Zeolite Synthesis Event Extraction for Automated Synthesis Platform. NAACL-HLT (Findings) 2024: 1791-1808 - [i8]Wanting Zhang, Wei Du, Guo Yu, Renchu He, Wenli Du, Yaochu Jin:
Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling. CoRR abs/2401.10274 (2024) - [i7]Xutao Ma, Chao Ning, Wenli Du:
Differentiable Distributionally Robust Optimization Layers. CoRR abs/2406.16571 (2024) - [i6]Peng Liao, XiLu Wang, Yaochu Jin, Wenli Du:
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets. CoRR abs/2407.13122 (2024) - 2023
- [j115]Wei Guo, Zhe Wang, Hai Yang, Wenli Du:
Multi-view dimensionality reduction learning with hierarchical sparse feature selection. Appl. Intell. 53(10): 12774-12791 (2023) - [j114]Yunning Yang, Renchu He, Guo Yu, Wei Du, Minglei Yang, Wenli Du:
Efficient rolling horizon approach to a crude oil scheduling problem for marine-access refineries. Comput. Chem. Eng. 170: 108121 (2023) - [j113]Xin Dai, Liang Zhao, Renchu He, Wenli Du, Weimin Zhong, Zhi Li, Feng Qian:
Data-driven crude oil scheduling optimization with a distributionally robust joint chance constraint under multiple uncertainties. Comput. Chem. Eng. 171: 108156 (2023) - [j112]Xin Dai, Liang Zhao, Renchu He, Wenli Du, Weimin Zhong, Zhi Li, Feng Qian:
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. 173: 108214 (2023) - [j111]Mengping Yang, Saisai Niu, Zhe Wang, Dongdong Li, Wenli Du:
DFSGAN: Introducing editable and representative attributes for few-shot image generation. Eng. Appl. Artif. Intell. 117(Part): 105519 (2023) - [j110]Xinlei Xu, Zhe Wang, Ziqiu Chi, Hai Yang, Wenli Du:
Complementary features based prototype self-updating for few-shot learning. Expert Syst. Appl. 214: 119067 (2023) - [j109]Majun Lian, Xinjie Wang, Wenli Du:
Drug-target interactions prediction based on network topology feature representation embedded deep forest. Neurocomputing 551: 126509 (2023) - [j108]Zhe Wang, Yu Zhang, Xinlei Xu, Zhiling Fu, Hai Yang, Wenli Du:
Federated probability memory recall for federated continual learning. Inf. Sci. 629: 551-565 (2023) - [j107]Mengping Yang, Zhe Wang, Ziqiu Chi, Wenli Du:
ProtoGAN: Towards high diversity and fidelity image synthesis under limited data. Inf. Sci. 632: 698-714 (2023) - [j106]Rong Nie, Wenli Du, Zhongmei Li, Shuping He:
Sliding mode-based finite-time consensus tracking control for multi-agent systems under actuator attacks. Inf. Sci. 640: 118971 (2023) - [j105]Yang Yuan, Wangli He, Yu-Chu Tian, Wenli Du, Feng Qian:
Distributed discrete-time optimization over directed networks: A dynamic event-triggered algorithm. Inf. Sci. 642: 119168 (2023) - [j104]Wei Guo, Zhe Wang, Wenli Du:
Robust semi-supervised multi-view graph learning with sharable and individual structure. Pattern Recognit. 140: 109565 (2023) - [j103]Changxin Liu, Yang Shi, Huiping Li, Wenli Du:
Accelerated Dual Averaging Methods for Decentralized Constrained Optimization. IEEE Trans. Autom. Control. 68(4): 2125-2139 (2023) - [j102]Zhongmei Li, Mengzhe Huang, Jianyong Zhu, Weihua Gui, Zhong-Ping Jiang, Wenli Du:
Learning-Based Adaptive Optimal Control for Flotation Processes Subject to Input Constraints. IEEE Trans. Control. Syst. Technol. 31(1): 252-264 (2023) - [j101]Guo Yu, Yaochu Jin, Markus Olhofer, Qiqi Liu, Wenli Du:
Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis. IEEE Trans. Cybern. 53(4): 2480-2493 (2023) - [j100]Zhe Wang, Tao Zang, Zhiling Fu, Hai Yang, Wenli Du:
RLPGB-Net: Reinforcement Learning of Feature Fusion and Global Context Boundary Attention for Infrared Dim Small Target Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j99]Chensheng Liu, Wangli He, Ruilong Deng, Yu-Chu Tian, Wenli Du:
False-Data-Injection-Enabled Network Parameter Modifications in Power Systems: Attack and Detection. IEEE Trans. Ind. Informatics 19(1): 177-188 (2023) - [j98]Weihan Liu, Ting Wang, Zhongmei Li, Zhencheng Ye, Xin Peng, Wenli Du:
Distributed Optimization Subject to Inseparable Coupled Constraints: A Case Study on Plant-Wide Ethylene Process. IEEE Trans. Ind. Informatics 19(4): 5412-5421 (2023) - [j97]Song He, Xin Peng, Zhiqing Yuan, Wenli Du:
Contour-Context Joint Blind Image Inpainting Network for Molecular Sieve Particle Size Measurement of SEM Images. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - [j96]Yuqiang Li, Xinjie Wang, Huijing Yu, Wenli Du:
Pattern-Coupled Baseline Correction Method for Near-Infrared Spectroscopy Multivariate Modeling. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - [j95]Huijing Yu, Yuqiang Li, Wenli Du, Minglei Yang, Xin Peng, Xinjie Wang, Jian Long:
A Novel Interpretable Ensemble Learning Method for NIR-Based Rapid Characterization of Petroleum Products. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j94]Ziqiu Chi, Zhe Wang, Bolu Wang, Zhongli Fang, Zonghai Zhu, Dongdong Li, Wenli Du:
Multiple Kernel Subspace Learning for Clustering and Classification. IEEE Trans. Knowl. Data Eng. 35(7): 7278-7290 (2023) - [j93]Hengmin Zhang, Feng Qian, Bob Zhang, Wenli Du, Jianjun Qian, Jian Yang:
Incorporating Linear Regression Problems Into an Adaptive Framework With Feasible Optimizations. IEEE Trans. Multim. 25: 4041-4051 (2023) - [j92]Hengmin Zhang, Feng Qian, Peng Shi, Wenli Du, Yang Tang, Jianjun Qian, Chen Gong, Jian Yang:
Generalized Nonconvex Nonsmooth Low-Rank Matrix Recovery Framework With Feasible Algorithm Designs and Convergence Analysis. IEEE Trans. Neural Networks Learn. Syst. 34(9): 5342-5353 (2023) - [j91]Yu Zhang, Qingguo Lin, Wenli Du, Feng Qian:
Data-Driven Tabulation for Chemistry Integration Using Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34(9): 5392-5402 (2023) - [j90]Tianhao Gu, Zhe Wang, Zhongli Fang, Zonghai Zhu, Hai Yang, Dongdong Li, Wenli Du:
Multilabel Convolutional Network With Feature Denoising and Details Supplement. IEEE Trans. Neural Networks Learn. Syst. 34(11): 8349-8361 (2023) - [j89]Yang Tang, Chaoqiang Zhao, Jianrui Wang, Chongzhen Zhang, Qiyu Sun, Wei Xing Zheng, Wenli Du, Feng Qian, Jürgen Kurths:
Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9604-9624 (2023) - [j88]Tianhao Gu, Zhe Wang, Xinlei Xu, Dongdong Li, Hai Yang, Wenli Du:
Frame-Level Teacher-Student Learning With Data Privacy for EEG Emotion Recognition. IEEE Trans. Neural Networks Learn. Syst. 34(12): 11021-11028 (2023) - [c18]Peng Liao, Yaochu Jin, Wenli Du:
EMT-NAS: Transferring architectural knowledge between tasks from different datasets. CVPR 2023: 3643-3653 - [c17]Hongcheng Zhu, Chensheng Liu, Min Zhou, Yang Tang, Wenli Du:
Load Redistribution Attack in Optimal Power Flow with Phase Shifting Transformers. ICPS 2023: 1-6 - [i5]Muyi Huang, Renchu He, Xin Dai, Xin Peng, Wenli Du, Feng Qian:
Reinforcement Learning Based Gasoline Blending Optimization: Achieving More Efficient Nonlinear Online Blending of Fuels. CoRR abs/2309.02929 (2023) - 2022
- [j87]Tao Zhang, Hao Wang, Wenli Du, Meng Li:
Deep CNN-based local dimming technology. Appl. Intell. 52(1): 903-915 (2022) - [j86]Xinlei Xu, Saisai Niu, Zhe Wang, Dongdong Li, Hai Yang, Wenli Du:
Client selection based weighted federated few-shot learning. Appl. Soft Comput. 128: 109488 (2022) - [j85]Yang Tang, Xin Jin, Yang Shi, Wenli Du:
Event-triggered attitude synchronization of multiple rigid body systems with velocity-free measurements. Autom. 143: 110460 (2022) - [j84]Ioana Nascu, Daniel Sebastia-Saez, Tao Chen, Ioan Nascu, Wenli Du:
Global sensitivity analysis for a perfusion bioreactor based on CFD modelling. Comput. Chem. Eng. 163: 107829 (2022) - [j83]Tianyue Li, Jian Long, Liang Zhao, Wenli Du, Feng Qian:
A bilevel data-driven framework for robust optimization under uncertainty - applied to fluid catalytic cracking unit. Comput. Chem. Eng. 166: 107989 (2022) - [j82]Zhe Wang, Pingchuan Ma, Ziqiu Chi, Dongdong Li, Hai Yang, Wenli Du:
Multi-attention mutual information distributed framework for few-shot learning. Expert Syst. Appl. 202: 117062 (2022) - [j81]Zhi Li, Yuhui Ying, Minglei Yang, Liang Zhao, Ling Zhao, Wenli Du:
Monitoring and path optimization of catalytic reformer in a refinery: Principal component analysis and A* algorithm application. Expert Syst. Appl. 209: 118358 (2022) - [j80]Ziqiu Chi, Zhe Wang, Wenli Du:
Heterogeneous Federated Meta-Learning With Mutually Constrained Propagation. IEEE Intell. Syst. 37(2): 44-54 (2022) - [j79]Wei Guo, Zhe Wang, Menghao Ma, Lilong Chen, Hai Yang, Dongdong Li, Wenli Du:
Semi-supervised multiple empirical kernel learning with pseudo empirical loss and similarity regularization. Int. J. Intell. Syst. 37(2): 1674-1696 (2022) - [j78]Wei Guo, Zhe Wang, Wenli Du:
Pseudolabel-guided multiview consensus graph learning for semisupervised classification. Int. J. Intell. Syst. 37(11): 8611-8634 (2022) - [j77]Qian Yao, Yu Zhang, Xinjie Wang, Zhou Tian, Guihua Hu, Wenli Du:
Investigation of NOx emission under different burner structures with the optimized combustion model. Neurocomputing 482: 224-235 (2022) - [j76]Majun Lian, Xinjie Wang, Wenli Du:
Integrated multi-similarity fusion and heterogeneous graph inference for drug-target interaction prediction. Neurocomputing 500: 1-12 (2022) - [j75]Dong Han, Wenli Du, Yaochu Jin, Wei Du, Guo Yu:
A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimization. Inf. Sci. 597: 318-340 (2022) - [j74]Ran Cheng, Jinliang Ding, Wenli Du, Yaochu Jin:
Thematic issue on knowledge and data driven evolutionary multi-objective optimization. Memetic Comput. 14(2): 133-134 (2022) - [j73]Mengping Yang, Zhe Wang, Yanqiong Li, Yangming Zhou, Dongdong Li, Wenli Du:
Gravitation balanced multiple kernel learning for imbalanced classification. Neural Comput. Appl. 34(16): 13807-13823 (2022) - [j72]Zhe Wang, Qida Dong, Wei Guo, Dongdong Li, Jing Zhang, Wenli Du:
Geometric imbalanced deep learning with feature scaling and boundary sample mining. Pattern Recognit. 126: 108564 (2022) - [j71]Dong Han, Wenli Du, Xinjie Wang, Wei Du:
A surrogate-assisted evolutionary algorithm for expensive many-objective optimization in the refining process. Swarm Evol. Comput. 69: 100988 (2022) - [j70]Rong Nie, Wangli He, Wenli Du, Ziqiang Lang, Shuping He:
Dynamic Event-Triggered SMC of Multi-Agent Systems for Consensus Tracking. IEEE Trans. Circuits Syst. II Express Briefs 69(3): 1188-1192 (2022) - [j69]Lantao Xing, Yateendra Mishra, Yu-Chu Tian, Gerard Ledwich, Changyun Wen, Wangli He, Wenli Du, Feng Qian:
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. 30(1): 426-433 (2022) - [j68]Zhe Wang, Zhongli Fang, Dongdong Li, Hai Yang, Wenli Du:
Semantic Supplementary Network With Prior Information for Multi-Label Image Classification. IEEE Trans. Circuits Syst. Video Technol. 32(4): 1848-1859 (2022) - [j67]Ziqiu Chi, Zhe Wang, Mengping Yang, Dongdong Li, Wenli Du:
Learning to Capture the Query Distribution for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4163-4173 (2022) - [j66]Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du:
Globalized Multiple Balanced Subsets With Collaborative Learning for Imbalanced Data. IEEE Trans. Cybern. 52(4): 2407-2417 (2022) - [j65]Hengmin Zhang, Feng Qian, Fanhua Shang, Wenli Du, Jianjun Qian, Jian Yang:
Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems. IEEE Trans. Cybern. 52(5): 3276-3288 (2022) - [j64]Guo Yu, Lianbo Ma, Yaochu Jin, Wenli Du, Qiqi Liu, Hengmin Zhang:
A Survey on Knee-Oriented Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 26(6): 1452-1472 (2022) - [j63]Qun Wu, Wenli Du:
Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes. IEEE Trans. Ind. Informatics 18(4): 2213-2222 (2022) - [j62]Wangli He, Wenying Xu, Xiaohua Ge, Qing-Long Han, Wenli Du, Feng Qian:
Secure Control of Multiagent Systems Against Malicious Attacks: A Brief Survey. IEEE Trans. Ind. Informatics 18(6): 3595-3608 (2022) - [j61]Jiade Xin, Zhangpeng Wei, Minglei Yang, Xin Peng, Wenli Du:
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. 71: 1 (2022) - [j60]Jinjin Xu, Wenli Du, Yaochu Jin, Wangli He, Ran Cheng:
Ternary Compression for Communication-Efficient Federated Learning. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1162-1176 (2022) - [j59]Ziqiu Chi, Zhe Wang, Wenli Du:
Explicit Metric-Based Multiconcept Multi-Instance Learning With Triplet and Superbag. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5888-5897 (2022) - [j58]Chensheng Liu, Ruilong Deng, Wangli He, Hao Liang, Wenli Du:
Optimal Coding Schemes for Detecting False Data Injection Attacks in Power System State Estimation. IEEE Trans. Smart Grid 13(1): 738-749 (2022) - [j57]Jingyi Lu, Zhixing Cao, Qinran Hu, Zuhua Xu, Wenli Du, Furong Gao:
Optimal Iterative Learning Control for Batch Processes in the Presence of Time-Varying Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 680-692 (2022) - [c16]Ioana Nascu, Ioan Nascu, Wenli Du:
Optimization and Control of a Perfusion Bioreactor System in Tissue Engineering. AQTR 2022: 1-6 - [c15]Wanting Zhang, Wei Du, Guo Yu, Renchu He, Wenli Du:
Large-scale crude oil scheduling: A framework of hybrid optimization based on plan decomposition. CEC 2022: 1-8 - [i4]Guo Yu, Lianbo Ma, Wei Du, Wenli Du, Yaochu Jin:
Towards Fairness-Aware Multi-Objective Optimization. CoRR abs/2207.12138 (2022) - 2021
- [j56]Majun Lian, Wenli Du, Xinjie Wang, Qian Yao:
Drug-Target Interaction Prediction Based on Multi-Similarity Fusion and Sparse Dual-Graph Regularized Matrix Factorization. IEEE Access 9: 99718-99730 (2021) - [j55]Xu Chen, Hugo Tianfield, Wenli Du:
Bee-foraging learning particle swarm optimization. Appl. Soft Comput. 102: 107134 (2021) - [j54]Qun Wu, Wenli Du, Zoltán K. Nagy:
Steady-state target calculation integrating economic optimization for constrained model predictive control. Comput. Chem. Eng. 145: 107145 (2021) - [j53]Fupei Li, Feng Qian, Wenli Du, Minglei Yang, Jian Long, Vladimir Mahalec:
Refinery production planning optimization under crude oil quality uncertainty. Comput. Chem. Eng. 151: 107361 (2021) - [j52]Jinjin Xu, Wenli Du, Qiaoyi Xu, Jikai Dong, Bing Wang:
Federated learning based atmospheric source term estimation in urban environments. Comput. Chem. Eng. 155: 107505 (2021) - [j51]Tianhao Gu, Zhe Wang, Ziqiu Chi, Yiwen Zhu, Wenli Du:
Unsupervised cycle optimization learning for single-view depth and camera pose with Kalman filter. Eng. Appl. Artif. Intell. 106: 104488 (2021) - [j50]Long Fan, Tao Zhang, Wenli Du:
Optical-flow-based framework to boost video object detection performance with object enhancement. Expert Syst. Appl. 170: 114544 (2021) - [j49]Dongdong Li, Ziqiu Chi, Bolu Wang, Zhe Wang, Hai Yang, Wenli Du:
Entropy-based hybrid sampling ensemble learning for imbalanced data. Int. J. Intell. Syst. 36(7): 3039-3067 (2021) - [j48]Jinjin Xu, Yaochu Jin, Wenli Du, Sai Gu:
A federated data-driven evolutionary algorithm. Knowl. Based Syst. 233: 107532 (2021) - [j47]Dongdong Li, Linyu Sun, Xinlei Xu, Zhe Wang, Jing Zhang, Wenli Du:
BLSTM and CNN Stacking Architecture for Speech Emotion Recognition. Neural Process. Lett. 53(6): 4097-4115 (2021) - [j46]Dongdong Li, Bing Chai, Zhe Wang, Hai Yang, Wenli Du:
EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks. IEEE Trans. Cogn. Dev. Syst. 13(4): 885-897 (2021) - [j45]Tianhao Gu, Zhe Wang, Dongdong Li, Hai Yang, Wenli Du, Yangming Zhou:
OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video. IEEE Trans. Cogn. Dev. Syst. 13(4): 995-1009 (2021) - [j44]Dayu Tan, Linggang Chen, Chao Jiang, Weimin Zhong, Wenli Du, Feng Qian, Vladimir Mahalec:
A Circular Target Feature Detection Framework Based on DCNN for Industrial Applications. IEEE Trans. Ind. Informatics 17(5): 3303-3313 (2021) - [j43]Jiade Xin, Zhangpeng Wei, Minglei Yang, Xin Peng, Wenli Du:
Merged-Sampling Mask R-CNN With Random Proposal Expansion for Particle Measurement of SEM Images of Molecular Sieve Catalysts. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j42]Huijing Yu, Wenli Du, Zi-Qiang Lang, Kai Wang, Jian Long:
A Novel Integrated Approach to Characterization of Petroleum Naphtha Properties From Near-Infrared Spectroscopy. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j41]Zhe Wang, Tianhao Gu, Yiwen Zhu, Dongdong Li, Hai Yang, Wenli Du:
FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition. IEEE J. Biomed. Health Informatics 25(7): 2533-2544 (2021) - [j40]Yu Zhang, Wenli Du:
Intelligent Time-Scale Operator-Splitting Integration for Chemical Reaction Systems. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3366-3376 (2021) - [c14]Hengmin Zhang, Wei Luo, Wenli Du, Jianjun Qian, Jian Yang, Bob Zhang:
Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization. ICIG (2) 2021: 106-119 - [c13]Ioana Nascu, Tao Chen, Wenli Du, Ioan Nascu:
Global Sensitivity Analysis for the input parameters of a Perfusion Bioreactor System in Tissue Engineering. ICSTCC 2021: 172-177 - [i3]Jinjin Xu, Yaochu Jin, Wenli Du, Sai Gu:
A Federated Data-Driven Evolutionary Algorithm. CoRR abs/2102.08288 (2021) - [i2]Jinjin Xu, Yaochu Jin, Wenli Du:
A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective Optimization. CoRR abs/2106.12086 (2021) - 2020
- [j39]Jinquan Zheng, Wenli Du, Ioana Nascu, Yuanming Zhu, Weimin Zhong:
An Interval Type-2 Fuzzy Controller Based on Data-Driven Parameters Extraction for Cement Calciner Process. IEEE Access 8: 61775-61789 (2020) - [j38]Khalil Alkebsi, Wenli Du:
A Fast Multi-Objective Particle Swarm Optimization Algorithm Based on a New Archive Updating Mechanism. IEEE Access 8: 124734-124754 (2020) - [j37]Yaran Li, Long Fu, Ke Meng, Zhao Yang Dong, Kashem M. Muttaqi, Wenli Du:
Autonomous Control Strategy for Microgrid Operating Modes Smooth Transition. IEEE Access 8: 142159-142172 (2020) - [j36]Xin Dai, Xiaoqiang Wang, Renchu He, Wenli Du, Weimin Zhong, Liang Zhao, Feng Qian:
Data-driven robust optimization for crude oil blending under uncertainty. Comput. Chem. Eng. 136: 106595 (2020) - [j35]Zhe Wang, Sisi Hong, Lijuan Yao, Dongdong Li, Wenli Du, Jing Zhang:
Multiple Universum Empirical Kernel Learning. Eng. Appl. Artif. Intell. 89: 103461 (2020) - [j34]Xu Chen, Xuan Wei, Guanxue Yang, Wenli Du:
Fireworks explosion based artificial bee colony for numerical optimization. Knowl. Based Syst. 188 (2020) - [j33]Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du:
NearCount: Selecting critical instances based on the cited counts of nearest neighbors. Knowl. Based Syst. 190: 105196 (2020) - [j32]Zhe Wang, Yanqiong Li, Dongdong Li, Zonghai Zhu, Wenli Du:
Entropy and gravitation based dynamic radius nearest neighbor classification for imbalanced problem. Knowl. Based Syst. 193: 105474 (2020) - [j31]Zhe Wang, Zhaozhi Chen, Yiwen Zhu, Jing Zhang, Wenli Du, Dongdong Li:
Multi-matrices entropy discriminant ensemble learning for imbalanced problem. Neural Comput. Appl. 32(12): 8245-8264 (2020) - [j30]Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du, Jing Zhang:
Efficient matrixized classification learning with separated solution process. Neural Comput. Appl. 32(14): 10609-10632 (2020) - [j29]Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du, Yangming Zhou:
Multiple Partial Empirical Kernel Learning with Instance Weighting and Boundary Fitting. Neural Networks 123: 26-37 (2020) - [j28]Zonghai Zhu, Zhe Wang, Dongdong Li, Yujin Zhu, Wenli Du:
Geometric Structural Ensemble Learning for Imbalanced Problems. IEEE Trans. Cybern. 50(4): 1617-1629 (2020) - [j27]Kai Wang, Wenli Du, Jian Long:
Near-Infrared Wavelength-Selection Method Based on Joint Mutual Information and Weighted Bootstrap Sampling. IEEE Trans. Ind. Informatics 16(9): 5884-5894 (2020) - [j26]Wangli He, Tinghui Luo, Yang Tang, Wenli Du, Yu-Chu Tian, Feng Qian:
Secure Communication Based on Quantized Synchronization of Chaotic Neural Networks Under an Event-Triggered Strategy. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3334-3345 (2020) - [c12]Hengmin Zhang, Wenli Du, Xiaoqian Liu, Bob Zhang, Feng Qian:
Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications. ICCSIP 2020: 121-130 - [i1]Jinjin Xu, Wenli Du, Ran Cheng, Wangli He, Yaochu Jin:
Ternary Compression for Communication-Efficient Federated Learning. CoRR abs/2003.03564 (2020)
2010 – 2019
- 2019
- [j25]Zhao Zhou, Shu Lin, Wenli Du, Haili Liang:
Integration of Regional Demand Management and Signals Control for Urban Traffic Networks. IEEE Access 7: 20235-20248 (2019) - [j24]Zhe Wang, Yiwen Zhu, Zhaozhi Chen, Jing Zhang, Wenli Du:
Multi-view learning with fisher kernel and bi-bagging for imbalanced problem. Appl. Intell. 49(8): 3109-3122 (2019) - [j23]Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du:
Multiple Empirical Kernel Learning with Majority Projection for imbalanced problems. Appl. Soft Comput. 76: 221-236 (2019) - [j22]Dong Han, Wenli Du, Wei Du, Yaochu Jin, Chunping Wu:
An adaptive decomposition-based evolutionary algorithm for many-objective optimization. Inf. Sci. 491: 204-222 (2019) - [j21]Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du:
Tree-based space partition and merging ensemble learning framework for imbalanced problems. Inf. Sci. 503: 1-22 (2019) - [j20]Jie Jing, Tan Chen, Wenli Du, Zhikang Liu, Hao Yin:
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 46(11A): 1-4 (2019) - [j19]Yuefeng Lin, Wei Du, Wenli Du:
Multi-objective differential evolution with dynamic hybrid constraint handling mechanism. Soft Comput. 23(12): 4341-4355 (2019) - [j18]Chaoli Sun, Handing Wang, Wenli Du, Yaochu Jin:
Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 3(2): 90-92 (2019) - [j17]Wei Du, Weimin Zhong, Yang Tang, Wenli Du, Yaochu Jin:
High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach. IEEE Trans. Ind. Informatics 15(1): 293-304 (2019) - [j16]Lantao Xing, Yateendra Mishra, Yu-Chu Tian, Gerard Ledwich, Chunjie Zhou, Wenli Du, Feng Qian:
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. 49(8): 1601-1611 (2019) - [c11]Jingjing Guo, Wenli Du, Zhencheng Ye:
Data-Driven Dynamic Modeling of the Acetylene Hydrogenation Process based on Nonlinear Slow Feature Analysis. ASCC 2019: 224-229 - [c10]Jinquan Zheng, Wenli Du, Weimin Zhong, Feng Qian:
Just-in-time learning for cement free lime prediction with empirical mode decomposition and database monitoring index. ASCC 2019: 462-467 - 2018
- [j15]Xu Chen, Bin Xu, Wenli Du:
An Improved Particle Swarm Optimization with Biogeography-Based Learning Strategy for Economic Dispatch Problems. Complex. 2018: 7289674:1-7289674:15 (2018) - [j14]Zhong Sun, Xiajing Yao, Jiaxin You, Wenli Du, Liming Luo:
Detecting the correlation between mobile learning behavior and personal characteristics among elementary school students. Interact. Learn. Environ. 26(8): 1023-1038 (2018) - [j13]Xu Chen, Bin Xu, Kunjie Yu, Wenli Du:
Teaching-Learning-Based Optimization with Learning Enthusiasm Mechanism and Its Application in Chemical Engineering. J. Appl. Math. 2018: 1806947:1-1806947:19 (2018) - [j12]Wenli Du, Fei Zhang:
Genetic mechanism-enhanced standard particle swarm optimization 2011. Soft Comput. 22(21): 7207-7225 (2018) - [j11]Xin Peng, Yang Tang, Wangli He, Wenli Du, Feng Qian:
A Just-in-Time Learning Based Monitoring and Classification Method for Hyper/Hypocalcemia Diagnosis. IEEE ACM Trans. Comput. Biol. Bioinform. 15(3): 788-801 (2018) - [c9]Yuefeng Lin, Wenli Du:
A Two-Level Optimization Framework for Cyclic Scheduling of Ethylene Cracking Furnace System. CEC 2018: 1-8 - 2017
- [j10]Xu Chen, Huaglory Tianfield, Congli Mei, Wenli Du, Guohai Liu:
Biogeography-based learning particle swarm optimization. Soft Comput. 21(24): 7519-7541 (2017) - [j9]Xin Peng, Yang Tang, Wenli Du, Feng Qian:
Multimode Process Monitoring and Fault Detection: A Sparse Modeling and Dictionary Learning Method. IEEE Trans. Ind. Electron. 64(6): 4866-4875 (2017) - [j8]Yuanming Zhu, Zhongsheng Hou, Feng Qian, Wenli Du:
Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation. IEEE Trans. Neural Networks Learn. Syst. 28(3): 759-765 (2017) - [j7]Wangli He, Guanrong Chen, Qing-Long Han, Wenli Du, Jinde Cao, Feng Qian:
Multiagent Systems on Multilayer Networks: Synchronization Analysis and Network Design. IEEE Trans. Syst. Man Cybern. Syst. 47(7): 1655-1667 (2017) - [c8]Yuefeng Lin, Wenli Du, Thomas Stützle:
Three L-SHADE based algorithms on mixed-variables optimization problems. CEC 2017: 2274-2281 - [c7]Xin Peng, Ying Tian, Yang Tang, Wenli Du, Weimin Zhong, Feng Qian:
An online performance monitoring using statistics pattern based kernel independent component analysis for non-Gaussian process. IECON 2017: 7210-7216 - 2016
- [j6]Xu Chen, Huaglory Tianfield, Wenli Du, Guohai Liu:
Biogeography-based optimization with covariance matrix based migration. Appl. Soft Comput. 45: 71-85 (2016) - 2014
- [j5]Wenli Du, Ying Tian, Feng Qian:
Monitoring for Nonlinear Multiple Modes Process Based on LL-SVDD-MRDA. IEEE Trans Autom. Sci. Eng. 11(4): 1133-1148 (2014) - [j4]Xu Chen, Wenli Du, Huaglory Tianfield, Rongbin Qi, Wangli He, Feng Qian:
Dynamic Optimization of Industrial Processes With Nonuniform Discretization-Based Control Vector Parameterization. IEEE Trans Autom. Sci. Eng. 11(4): 1289-1299 (2014) - 2013
- [j3]Wangli He, Wenli Du, Feng Qian, Jinde Cao:
Synchronization analysis of heterogeneous dynamical networks. Neurocomputing 104: 146-154 (2013) - [c6]Qun Wu, Wenli Du, Feng Qian, Qingsong Ma:
Process monitoring with global probability boundary-based on Gaussian mixture model. ICCA 2013: 789-793 - 2011
- [c5]Honggang Wang, Liang Zhao, Wenli Du, Feng Qian:
A hybrid method for identifying T-S fuzzy models. FSKD 2011: 11-15 - 2010
- [j2]Quan Yuan, Feng Qian, Wenli Du:
A hybrid genetic algorithm with the Baldwin effect. Inf. Sci. 180(5): 640-652 (2010)
2000 – 2009
- 2009
- [j1]Hong-Wei Ge, Wenli Du, Feng Qian, Yanchun Liang:
Identification and control of nonlinear systems by a time-delay recurrent neural network. Neurocomputing 72(13-15): 2857-2864 (2009) - 2007
- [c4]Hongwei Ge, Wenli Du, Feng Qian, Yanchun Liang:
A Novel Time-Delay Recurrent Neural Network and Application for Identifying and Controlling Nonlinear Systems. ICNC (1) 2007: 44-48 - [c3]Hongwei Ge, Wenli Du, Feng Qian, Zhencheng Ye:
Speed Identification of Ultrasonic Motors Based on Evolutionary Elman Network. ICNC (3) 2007: 471-475 - [c2]Hongwei Ge, Wenli Du, Feng Qian:
A Hybrid Algorithm Based on Particle Swarm Optimization and Simulated Annealing for Job Shop Scheduling. ICNC (3) 2007: 715-719 - [p2]Hong-Wei Ge, Wenli Du, Feng Qian, Wang Lu:
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 2007: 397-407 - [p1]Hong-Wei Ge, Wenli Du, Feng Qian, Wang Lu:
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 2007: 628-637 - 2005
- [c1]Wenli Du, Feng Qian:
Optimization of PTA Crystallization Process Based on Fuzzy GMDH Networks and Differential Evolutionary Algorithm. ICNC (2) 2005: 631-635
Coauthor Index
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