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Viewing Publication 1 - 100 from 320

2026

SMFPS: A semi-supervised multi-modal fusion method for RGBD particle segmentation of industrial materialsZhaohui Jiang 0001, Nuoyahui Li, Haoyang Yu, Dong Pan, Weihua Gui 0001. aei, 69:103915, 2026. [doi]

Nonuniform low-light image enhancement via noise-aware decomposition and adaptive correctionJiancai Huang, Zhaohui Jiang 0001, Xingjian Liu, Yap-Peng Tan, Weihua Gui 0001. PR, 172:112370, 2026. [doi]

Asymmetric ADP-driven event-triggered optimal control of industrial sintering temperature field with input constraintsBinyan Li, Xiaopeng Cao, Biao Luo 0001, Jiayuan Gao, Ning Chen 0009, Jiayao Chen, Shaosheng Fan, Weihua Gui 0001. ijon, 662:131877, 2026. [doi]

Singular Value Decomposition-based lightweight LSTM for time series forecastingChangwei Liu, Hao Ren 0005, Guoqiang Li, Haojie Ren, Xiaojun Liang, Chunhua Yang 0001, Weihua Gui 0001. fgcs, 174:107910, 2026. [doi]

Knowledge-guided lightweight vision transformer with circular relative positional encoding for condition identification of industrial rotary kilnsHao Wang, Chaobo Zhang, Wenxiong Kang, Xiaojun Liang, Cao Liu, Chunhua Yang 0001, Weihua Gui 0001. eswa, 297:129290, 2026. [doi]

TCAC-transformer: a fast convolutional transformer with temporal-channel attention for efficient industrial fault diagnosisWei Wu, Nan Zhou 0004, Xiaojun Liang, Weihua Gui 0001, Chunhua Yang 0001, Yiqi Liu. eswa, 297:129473, 2026. [doi]

Labeling-free RAG-enhanced LLM for intelligent fault diagnosis via reinforcement learningJiamin Xu, Zixuan Xu, Zhaohui Jiang 0001, Zhiwen Chen 0001, Hao Luo 0003, Yalin Wang 0003, Weihua Gui 0001. aei, 69:103864, 2026. [doi]

2025

IRW-MEF: Informative random walk for multi-exposure image fusionZhaohui Jiang 0001, Bo Yang 0050, Dong Pan, Haoyang Yu, Weihua Gui 0001. eswa, 276:127147, 2025. [doi]

Monocular 3-D Reconstruction of Blast Furnace Burden Surface Based on Cross-Domain Generative Self-Supervised NetworkZhipeng Chen 0002, Xinyi Wang, Ling Shen, Jinshi Liu, Jianjun He, Jilin Zhu, Weihua Gui 0001. tai, 6(5):1386-1400, May 2025. [doi]

Flotation Grade Monitoring Using Feed Grade Refined Embedding and Nonoverlapped Patch EncodingHu Zhang 0006, Minyi Yang, ZhaoHui Tang, Yongfang Xie, Zhoushun Zheng, Weihua Gui 0001. tii, 21(11):8779-8790, November 2025. [doi]

A sampling interval-adaptive transformer for industrial time sequence modeling with heterogeneou s sampling rates in quality predictionZijian Xu 0011, Nuo Xu, Kai Wang 0024, Xiaofeng Yuan, Yalin Wang 0003, Chunhua Yang 0001, Weihua Gui 0001, Shuqiao Cheng, Lingjian Ye. eaai, 162:112374, 2025. [doi]

Bearing fault diagnosis based on multimodal knowledge graphs under few-shot samplesCheng Peng 0015, Yanyan Sheng, Weihua Gui 0001, ZhaoHui Tang, Longxin Zhang, Xinpan Yuan. kbs, 330:114604, 2025. [doi]

DSH-RUL: A Dual-Stage Hybrid Framework for Remaining Useful Life Prediction of Rolling BearingsCheng Peng 0015, Cheng Deng, Yuanyuan Zhao, Mingxi Wang, ZhaoHui Tang, Weihua Gui 0001. icic 2025: 303-315 [doi]

R-Net: Recursive decoder with edge refinement network for salient object detectionHui Wang 0069, Yuqian Zhao, Fan Zhang 0106, Gui Gui, Lingli Yu, Baifan Chen, Miao Liao, Chunhua Yang 0001, Weihua Gui 0001. eswa, 261:125562, 2025. [doi]

Distributed Potential Game Optimization to 3-Path Vertex Cover of NetworksJie Chen 0079, Jie Wu 0039, Rongpei Zhou, Weihua Gui 0001. tase, 22:20649-20666, 2025. [doi]

A Distributed Symmetric Game Optimization to 3-Path Vertex Cover of NetworksJie Chen 0079, Yong Ding 0004, Rongpei Zhou, Zhifeng Qiu, Weihua Gui 0001. ton, 33(2):913-928, 2025. [doi]

A Serial Game Distributed Algorithm to ϵ-Minimum Vertex Cover of Networks in Finite TimeJie Chen 0079, Rongpei Zhou, Weihua Gui 0001. tase, 22:1534-1542, 2025. [doi]

Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE SystemsMingxing Cai, Yuan Yuan 0017, Biao Luo, Fanbiao Li, Xiaodong Xu 0002, Chunhua Yang 0001, Weihua Gui 0001. tnn, 36(3):5734-5746, March 2025. [doi]

Integrated Guidance and Control of Morphing Flight Vehicle via Sliding-Mode-Based Robust Reinforcement LearningChengyu Cao, Fanbiao Li, Qichao Xie, Yuxin Liao, Tingwen Huang, Chunhua Yang 0001, Weihua Gui 0001. tsmc, 55(5):3350-3362, May 2025. [doi]

Intelligent Attitude Control for Morphing Flight Vehicle: A Deep Reinforcement Learning ApproachChengyu Cao, Fanbiao Li, Rong Ding, Tingwen Huang, Chunhua Yang 0001, Weihua Gui 0001. tvt, 74(6):8851-8865, June 2025. [doi]

Data-Driven Time-Delay Optimal Control Method for Roller Kiln Temperature FieldJiayao Chen, Weihua Gui 0001, Ning Chen 0009, Biao Luo 0001, Binyan Li, Zeng Luo, Chunhua Yang 0001. ieeejas, 12(9):1776-1787, September 2025. [doi]

A Cybersecure Distribution-Free Learning Model for Interval Forecasting of Power Load Under CyberattacksZhengganzhe Chen, Chenglong Du, Bin Zhang 0026, Chunhua Yang 0001, Weihua Gui 0001. tii, 21(3):2540-2549, March 2025. [doi]

Open Multimode Process Monitoring: A Dual Memory-Based Continual Dictionary Learning MethodZixuan Chen, Keke Huang, Dehao Wu, Chunhua Yang 0001, Weihua Gui 0001. tie, 72(10):10662-10672, October 2025. [doi]

Generalized Cross-Domain Industrial Process Monitoring via Adaptive Discriminative Transfer Dictionary Pair Learning With Attribute EmbeddingZiqing Deng, Xiaofang Chen, Yongfang Xie, Hongliang Zhang, Weihua Gui 0001. tnn, 36(9):17406-17420, September 2025. [doi]

A Survey on Confidence Calibration of Deep Learning-Based Classification Models Under Class Imbalance DataJinzong Dong, Zhaohui Jiang 0001, Dong Pan, Zhiwen Chen 0001, Qingyi Guan, Hongbin Zhang, Gui Gui, Weihua Gui 0001. tnn, 36(9):15664-15684, September 2025. [doi]

Broad reinforcement learning based adaptive state transition algorithm for global optimizationYangyi Du, Xiaojun Zhou, Chunhua Yang 0001, Weihua Gui 0001. swevo, 97:102038, 2025. [doi]

Feature-Ensemble Model With an Adaptive Self-Ensemble Module for Feed-Grade Monitoring in Froth FlotationXiaoliang Gao, ZhaoHui Tang, Hu Zhang, Yongfang Xie, Nongzhang Ding, Weihua Gui 0001. tii, 21(4):3416-3427, April 2025. [doi]

Upstream process condition monitoring for froth flotation based on feature performance evaluation and parameter-mapped GRNNXiaoliang Gao, ZhaoHui Tang, Hu Zhang, Yongfang Xie, Weihua Gui 0001. eswa, 259:125261, 2025. [doi]

Reagent Addition Control for Zinc First Rougher With a Dual FP Tree-Based Feature Setpoint Generator and Knowledge Core-Based Reagent Fine PresettingXiaoliang Gao, ZhaoHui Tang, Yongfang Xie, Hu Zhang, Nongzhang Ding, Weihua Gui 0001. tase, 22:4926-4936, 2025. [doi]

A Novel Moisture Measurement Method for the Sintering Mixture Based on Multivariate Feature FusionJiamin Gong, Dong Pan, Zhaohui Jiang 0001, Haoyang Yu, Gui Gui, Weihua Gui 0001. tim, 74:1-13, 2025. [doi]

A neurodynamic optimization approach to distributed nonconvex optimization based on an HP augmented Lagrangian functionHuimin Guan, Yang Liu 0040, Kit-Ian Kou, Weihua Gui 0001. NN, 181:106791, 2025. [doi]

High-Definition Light and Shadow Reconstruction of Blast Furnace Burden Surface Images Based on a Spatiotemporal Multi-Domain Guided Generative ModelJianjun He, Xiao Ji, Zhipeng Chen 0002, Ling Shen, Weihua Gui 0001. tase, 22:18243-18254, 2025. [doi]

Distributed model-free deep reinforcement learning control for unknown nonlinear multi-agent systemsWenxiao Hu, Chenglong Du, Fanbiao Li, Xinmin Chen, Weihua Gui 0001. jfi, 362(7):107636, 2025. [doi]

EaLDL: Element-Aware Lifelong Dictionary Learning for Multimode Process MonitoringKeke Huang, Hengxing Zhu, Dehao Wu, Chunhua Yang 0001, Weihua Gui 0001. tnn, 36(2):3744-3757, February 2025. [doi]

Incremental Rank Continual Dictionary Learning for Multimode Process Monitoring With Continually Emerging Operational ModeKeke Huang, Weiyi Feng, Zixuan Chen, Dehao Wu, Chunhua Yang 0001, Weihua Gui 0001. tase, 22:17568-17580, 2025. [doi]

Weakly supervised free-space segmentation by fusing spatial priors and region features for auto-drivingDongbo Huang, Hui Wang 0069, Yuqian Zhao, Feifei Guo, Fan Zhang 0106, Pei Chen, Chunhua Yang 0001, Weihua Gui 0001. mms, 31(4):273, August 2025. [doi]

Dynamic Error-Triggered Adaptive Control Method and Its Industrial ApplicationsKeke Huang, Pei Li, Dehao Wu, Chunhua Yang 0001, Weihua Gui 0001. tase, 22:5038-5050, 2025. [doi]

A General Intelligent Fault Diagnosis Framework Based on Incomplete Vibration Signals With Missing ValuesDajian Huang, Wen-an Zhang 0001, Weihua Gui 0001. tim, 74:1-12, 2025. [doi]

When Process Control Meets Big Data: Data-Driven Cloud-Edge Collaborative Predictive Control Method for Multiple Operating Conditions ProcessesKeke Huang, Yanwei Tang, Zui Tao, Dehao Wu, Chunhua Yang 0001, Weihua Gui 0001. tsmc, 55(10):6829-6841, October 2025. [doi]

A Generalized Integrated Fuzzy-MPC With Optimal Input Excitation for Complex Systems With Industrial ApplicationsKeke Huang, Xinyu Ying, Dehao Wu, Chunhua Yang 0001, Weihua Gui 0001. tfs, 33(5):1415-1428, May 2025. [doi]

Secure Cloud-Edge Collaborative Method for Dynamic Industrial Process Monitoring Using Self-Updating Dictionary LearningKeke Huang, Qinzhe Wang, Zixuan Chen, Chunhua Yang 0001, Weihua Gui 0001. tase, 22:14170-14182, 2025. [doi]

A Weighted Deep Learning-Based Predictive Control for Multimode Nonlinear System With Industrial ApplicationsKeke Huang, Wenpu Cao, Yishun Liu, Dehao Wu, Chunhua Yang 0001, Weihua Gui 0001. tase, 22:10814-10826, 2025. [doi]

Two-Timescale Distributed Approach to Nash Equilibrium Seeking of Euler-Lagrange Systems in Multicluster Nonconvex GamesBanghua Huang, Yang Liu 0040, Jianquan Lu, Yunliang Jiang, Weihua Gui 0001. tac, 70(9):6323-6330, September 2025. [doi]

Periodic Event-Triggered Impulsive Control of Linear Uncertain SystemsBangxin Jiang, Jinfei Wei, Yang Liu 0040, Weihua Gui 0001. tase, 22:6876-6883, 2025. [doi]

Sliding Mode Learning Control for Interconnected Nonlinear Systems via Data-Driven Self-Triggered Fuzzy ApproachFanbiao Li, Tengda Wang, Yiyun Zhao, Tingwen Huang, Chunhua Yang 0001, Weihua Gui 0001. tfs, 33(7):2096-2108, July 2025. [doi]

Reliable 3-D Reconstruction With Single-Shot Digital Grating and Physical Model-Supervised Machine LearningYiming Li, Zinan Li, Weikang Chen, Chaobo Zhang, Hao Wang, Xiaohao Wang, Weihua Gui 0001, Wen Gao, Xiaojun Liang, Xinghui Li. tim, 74:1-13, 2025. [doi]

Event-triggered H∞ control for highly dissipative spatiotemporal process via ADP: Application to industrial sintering processBinyan Li, Jiayuan Gao, Ning Chen 0009, Biao Luo, Shaosheng Fan, Jiayao Chen, Weihua Gui 0001. ijon, 647:130461, 2025. [doi]

SL3D-BF: A Real-World Structured Light 3D Dataset With Background-to-Foreground EnhancementYiming Li, Weikang Chen, Zinan Li, Chaobo Zhang, Xiaohao Wang, Weihua Gui 0001, Wen Gao, Xiaojun Liang, Xinghui Li. tcsv, 35(10):9850-9864, October 2025. [doi]

A Novel Noncontact Temperature Field Measurement Method Based on Transmittance Field Estimation Under Dynamic Water Mist InterferenceYitian Li, Dong Pan, Zhaohui Jiang 0001, Haoyang Yu, Weihua Gui 0001. tim, 74:1-14, 2025. [doi]

CSFIN: A lightweight network for camouflaged object detection via cross-stage feature interactionMinghong Li, Yuqian Zhao, Fan Zhang 0106, Gui Gui, Biao Luo, Chunhua Yang 0001, Weihua Gui 0001, Kan Chang. eswa, 269:126451, 2025. [doi]

Stability of Networked Evolutionary Games With Randomly Mixed Two-Level ReasoningJiahao Li, Yong Ding 0004, Yuqian Guo, Weihua Gui 0001. tcns, 12(2):1466-1477, June 2025. [doi]

Practical Prescribed-Time Distributed Nonconvex Optimization via a Time-Base GeneratorQinlong Lin, Yang Liu 0040, Jianquan Lu, Weihua Gui 0001. siamco, 63(5):3754-3780, 2025. [doi]

Semi-Heterogeneous Graph-Perception Network With Gradient-Weighted Class Activation Mapping for Class-Incremental Industrial Fault Recognition and Root Cause DiagnosisJinping Liu, Sheng Chen, Meiling Cai, Haidong Shao, Weihua Gui 0001. tnn, 36(9):16825-16839, September 2025. [doi]

Attention Mono-Depth: Attention-Enhanced Transformer for Monocular Depth Estimation of Volatile Kiln Burden SurfaceCong Liu, Chaobo Zhang, Xiaojun Liang, Zhiming Han, Yiming Li, Chunhua Yang 0001, Weihua Gui 0001, Wen Gao, Xiaohao Wang, Xinghui Li. tcsv, 35(2):1686-1699, February 2025. [doi]

Corrections to "Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes"Diju Liu, Yalin Wang 0003, Chenliang Liu, Xiaofeng Yuan, Chunhua Yang 0001, Weihua Gui 0001. tii, 21(4):3525, April 2025. [doi]

Occlusion Segmentation: Restore and Segment Invisible Areas for Particle ObjectsJinshi Liu, Zhaohui Jiang 0001, Weihua Gui 0001, Zhiwen Chen 0001, Chaobo Zhang. tase, 22:6631-6642, 2025. [doi]

Contrastive Learning-Based Secure Unsupervised Domain Adaptation Framework and its Application in Cross-Factory Intelligent ManufacturingZeyi Liu, Weihua Gui 0001, Keke Huang, Dehao Wu, Yue Liao, Chunhua Yang 0001. ral, 10(5):5106-5113, May 2025. [doi]

Feature-Guided Defects Detection Method for the Grate Bars of Sintering TrolleyYuqian Liu, Dong Pan, Haoyang Yu, Zhaohui Jiang 0001, Gui Gui, Weihua Gui 0001. tim, 74:1-12, 2025. [doi]

Efficient Adaptation of Visual Foundation Models for Wood Defect Segmentation via Instance Linking and Feature DisentanglementQiwu Luo, Wenlong Xu, Jiaojiao Su, Chunhua Yang 0001, Weihua Gui 0001, Olli Silvén. tim, 74:1-13, 2025. [doi]

Data-driven optimization strategy of raw material procurement under uncertainties of price fluctuations and production demand in industrial enterprisesJiang Luo, Yalin Wang 0003, Chenliang Liu, Guohua Wu 0001, Weihua Gui 0001. candie, 208:111425, 2025. [doi]

Spectral Confocal Microdisplacement Measurement Based on Temporal-Spatial Analysis of Spot ProfilesQiwu Luo, Tongyu Yang, Chunhua Yang 0001, Weihua Gui 0001. tim, 74:1-9, 2025. [doi]

A Hierarchical Stochastic Network Approach for Fault Diagnosis of Complex Industrial ProcessesMingjie Lv, Yonggang Li, Huanzhi Gao, Bei Sun, Keke Huang, Chunhua Yang 0001, Weihua Gui 0001. ieeejas, 12(8):1683-1701, August 2025. [doi]

Toward Adaptive and Interpretable Process Monitoring: Incremental Variational Graph Attention Autoencoder With Probabilistic InferenceMingjie Lv, Yonggang Li, Huanzhi Gao, Bei Sun, Chunhua Yang 0001, Weihua Gui 0001. tcyb, 55(9):4114-4127, September 2025. [doi]

Auto-tuning strategy for deep Koopman robust model predictive control design based on advanced MetaheuristicsZijia Meng, Yu Xiao 0006, Xiaodong Xu 0002, Biao Luo, Yuncheng Du, Weihua Gui 0001. ijon, 638:130197, 2025. [doi]

Transmittance Correction-Based Infrared Temperature Measurement Method Under Dynamic Water Mist InterferenceDong Pan, Tan Mo, Zhaohui Jiang 0001, Lijuan Lan, Haoyang Yu, Zhongmei Li, Weihua Gui 0001. tim, 74:1-13, 2025. [doi]

Interference Factors and Compensation Methods When Using Infrared Thermography for Temperature Measurement: A ReviewDong Pan, Tan Mo, Zhaohui Jiang 0001, Yuxia Duan, Zhongmei Li, Xavier Maldague, Weihua Gui 0001. tim, 74:1-24, 2025. [doi]

Flotation Condition Recognition of Zinc Based on Weighted Naive Bayes Considering Multiple RelationshipCheng Peng, Liang Luo, ZhaoHui Tang, Weihua Gui 0001. tim, 74:1-10, 2025. [doi]

Fault Diagnosis Method for Rotating Machinery Based on MSCNN-MGATCheng Peng, Hao Li, Weihua Gui 0001, ZhaoHui Tang, Xinpan Yuan. tim, 74:1-11, 2025. [doi]

Filter-Based Fully Distributed Output Regulation of Heterogeneous Learning AgentsXiongtao Shi, Yanjie Li, Chenglong Du, Chaoyang Chen 0001, Changchun Hua, Weihua Gui 0001. tcasI, 72(5):2341-2353, May 2025. [doi]

Cooperative output regulation of heterogeneous directed multi-agent systems: a fully distributed model-free reinforcement learning frameworkXiongtao Shi, Yanjie Li, Chenglong Du, Huiping Li, Chaoyang Chen, Weihua Gui 0001. chinaf, 68(2), 2025. [doi]

Fully Distributed Event-Triggered Control of Nonlinear Multiagent Systems Under Directed Graphs: A Model-Free DRL ApproachXiongtao Shi, Yanjie Li, Chenglong Du, Yang Shi 0001, Chunhua Yang 0001, Weihua Gui 0001. tac, 70(1):603-610, January 2025. [doi]

Reinforcement learning-based optimal control for Markov jump systems with completely unknown dynamicsXiongtao Shi, Yanjie Li, Chenglong Du, Chaoyang Chen 0001, Guangdeng Zong, Weihua Gui 0001. automatica, 171:111886, 2025. [doi]

Few-Shot Parameter Efficient Finetuning for SAM in Salient Steel Surface Defect DetectionJiaojiao Su, Qiwu Luo, Weihua Gui 0001, Chunhua Yang 0001. TIT, 21(10):7742-7753, October 2025. [doi]

Few-Shot Parameter Efficient Finetuning for SAM in Salient Steel Surface Defect DetectionJiaojiao Su, Qiwu Luo, Weihua Gui 0001, Chunhua Yang 0001. tii, 21(10):7742-7753, October 2025. [doi]

Optimization Algorithms Based on Double-Integral Coevolutionary Neurodynamics in Deep LearningDan Su, Jie Han 0004, Chunhua Yang 0001, Weihua Gui 0001. ieeejas, 12(6):1236-1245, June 2025. [doi]

Multi-scale 4D localized spatio-temporal graph convolutional networks for spatio-temporal sequences forecasting in aluminum electrolysisYubo Sun, Xiaofang Chen, Weihua Gui 0001, LiHui Cen, Yongfang Xie, Zhong Zou. aei, 65:103222, 2025. [doi]

Adaptive information fusion-driven evolutionary algorithm via balancing the information from unconstrained and constrained pareto frontsXujie Tan, Yalin Wang 0003, Chenliang Liu, Jing Liao 0014, Yong Wang, Weihua Gui 0001. swevo, 98:102150, 2025. [doi]

Data-Driven Two-Stage Robust Optimization Allocation and Loading for Salt Lake Chemical Enterprise Products Under Demand UncertaintyYiyin Tang, Yalin Wang 0003, Chenliang Liu, Qingkai Sui, Yishun Liu, Keke Huang, Weihua Gui 0001. ieeejas, 12(5):989-1003, May 2025. [doi]

Convertible Shapelet Learning With Incremental Learning Capability for Industrial Fault Diagnosis Under Shape Shift SamplesXiaoxue Wan, LiHui Cen, Xiaofang Chen, Yongfang Xie, Weihua Gui 0001. tii, 21(4):3356-3365, April 2025. [doi]

HDRSL Net for Accurate High Dynamic Range Imaging-Based Structured Light 3D ReconstructionHao Wang, Chaobo Zhang, Xiang Qian, Xiaohao Wang, Weihua Gui 0001, Wen Gao, Xiaojun Liang, Xinghui Li. TIP, 34:5486-5499, 2025. [doi]

Minimal finite-time observability of Markovian jump Boolean networksLina Wang, Zicong Xia, Yang Liu 0040, Shun-ichi Azuma, Weihua Gui 0001. scl, 196:106007, 2025. [doi]

From Complexity to Clarity: Structural Process Knowledge-Informed Neural Network for Alumina Concentration Distribution PredictionZhijie Wang, Chunhua Yang 0001, Keke Huang, Dehao Wu, Weihua Gui 0001. tii, 21(9):7198-7208, September 2025. [doi]

State Estimation of Stochastic Boolean Networks Based on Event-Triggered SamplingZibo Wei, Yong Ding 0004, Yuqian Guo, Weihua Gui 0001. tsmc, 55(7):4979-4990, July 2025. [doi]

Self-learning stationary subspace analysis for fault detection of industrial processes with varying operation conditionsDehao Wu, Jianan Deng, Jingxin Zhang 0002, Keke Huang, Chunhua Yang 0001, Weihua Gui 0001. eaai, 153:110792, 2025. [doi]

Momentum-Based Multiagent Approaches to Distributed Nonconvex OptimizationZicong Xia, Yang Liu 0040, Kit-Ian Kou, Jianquan Lu, Weihua Gui 0001. tac, 70(5):3331-3338, May 2025. [doi]

Multistep Q-Learning-Based Optimal Consensus Control of Linear Discrete-Time Multiagent SystemsJialin Xiao, Biao Luo 0001, Xiaodong Xu 0002, Chunhua Yang 0001, Weihua Gui 0001. tcyb, 55(10):5027-5037, October 2025. [doi]

A Distributed Monitoring Method for Ternary Cathode Materials Sintering Process Based on Gaussianity Preserved DNN-Aided CCAMuyan Xie, Ning Chen 0009, Zhiwen Chen 0001, Chunhua Yang 0001, Weihua Gui 0001. tii, 21(6):4768-4778, June 2025. [doi]

A Difference Metric Attention With Position Distance-Based Weighting for Transformer in Data Sequence Modeling of Industrial ProcessesZiyi Yang, Kai Wang 0024, Lingjian Ye, Xiaofeng Yuan, Yalin Wang 0003, Chunhua Yang 0001, Weihua Gui 0001. tii, 21(2):1803-1812, February 2025. [doi]

Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial ProcessesZiyi Yang, Kai Wang 0024, Xiaofeng Yuan, Yalin Wang 0003, Chunhua Yang 0001, Weihua Gui 0001, Lingjian Ye, Feifan Shen. tii, 21(8):5811-5821, August 2025. [doi]

LFDT-Fusion: A latent feature-guided diffusion Transformer model for general image fusionBo Yang, Zhaohui Jiang 0001, Dong Pan, Haoyang Yu, Gui Gui, Weihua Gui 0001. inffus, 113:102639, 2025. [doi]

Hierarchical Self-Attention Network for Industrial Data Series Modeling With Different Sampling Rates Between the Input and Output SequencesXiaofeng Yuan, Zhenzhen Jia, Zijian Xu 0011, Nuo Xu, Lingjian Ye, Kai Wang 0024, Yalin Wang 0003, Chunhua Yang 0001, Weihua Gui 0001, Feifan Shen. tnn, 36(8):13794-13804, August 2025. [doi]

Semantic segmentation model based on edge information for rock structural surface traces detectionXiaofeng Yuan, Dun Wu, Yalin Wang 0003, Chunhua Yang 0001, Weihua Gui 0001, Shuqiao Cheng, Lingjian Ye, Feifan Shen. eaai, 140:109706, 2025. [doi]

Performance-Driven Distillation and Confident Pseudo Labeling for Semi-Supervised Industrial Soft-Sensor ApplicationBochun Yue, Kai Wang 0024, Hongqiu Zhu, Chunhua Yang 0001, Weihua Gui 0001. tcyb, 55(9):4414-4426, September 2025. [doi]

A Domain Knowledge-Supervised Framework Based on Deep Probabilistic Generation Network for Enhancing Industrial Soft SensingWeichao Yue, HaiYang Hu, Xiaoxue Wan, Xiaofang Chen, Weihua Gui 0001. tim, 74:1-10, 2025. [doi]

Method of predicting the pseudo alumina concentration during aluminum electrolysis based on a Mexh-LSTM networkZhaohui Zeng, Yang Yang, Xiaofang Chen, Weihua Gui 0001, Chunhua Yang 0001, Huiyong Zhao. mlc, 16(10):7659-7673, October 2025. [doi]

Neural operator-based composite learning adaptive backstepping control for linear 2×2 hyperbolic PDE systemsXianhe Zhang, Yu Xiao 0006, Xiaodong Xu 0002, Biao Luo 0001, Weihua Gui 0001, Tingwen Huang. ijon, 656:131516, 2025. [doi]

Multihorizon KPI Forecasting in Complex Industrial Processes: An Adaptive Encoder-Decoder Framework With Partial Teacher ForcingHu Zhang, ZhaoHui Tang, Yongfang Xie, Zhoushun Zheng, Weihua Gui 0001. tcyb, 55(6):2705-2718, June 2025. [doi]

Adaptive Learning Control for DPS With Continually Emerging Operational ConditionsYunfeng Zhang, Chunhua Yang 0001, Keke Huang, Dehao Wu, Gui Gui, Weihua Gui 0001. tase, 22:3671-3684, 2025. [doi]

Design and Implementation of Fuzzy-Mode-Based Fault Isolation and Fault-Tolerant Control for Aircraft Electric Braking SystemsYiyun Zhao, Zheng Wu, Fanbiao Li, Tao Yang 0020, Chunhua Yang 0001, Weihua Gui 0001. tase, 22:12297-12308, 2025. [doi]

Monitoring Multiple Operational Statuses of Blast Furnace via Multifeature Fusion From Burden Surface Video ImagesJilin Zhu, Weihua Gui 0001, Zhipeng Chen 0002, Zhaohui Jiang 0001. tim, 74:1-20, 2025. [doi]

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