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C. L. Philip Chen
Chun-Lung Philip Chen – Philip C. L. Chen – Philip Chen 0001 – 陳俊龍
Person information
- unicode name: 陳俊龍
- affiliation: South China University of Technology, School of Computer Science and Engineering, Guangzhou, China
- affiliation: University of Macau, Faculty of Science and Technology, Macau, China
- affiliation (former): University of Texas at San Antonio, Department of Electrical Engineering, TX, USA
- affiliation (PhD 1988): Purdue University, West Lafayette, IN, USA
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2020 – today
- 2027
[j1120]Yang Yang
, Dengxiu Yu
, C. L. Philip Chen
:
Advancing image-to-text: MDE-net coupled with large language models for context-aware captioning. Expert Syst. Appl. 332: 133552 (2027)
[j1119]Xiaoqing Liu
, Jinhui Hou
, Zhiwen Yu
, Huanqiang Zeng, Jun Jiang
, C. L. Philip Chen:
Cross-modal attention fusion guided semantic unification for image-text matching. Expert Syst. Appl. 332: 133711 (2027)- 2026
[j1118]Yanyun Pu, Chengyuan Zhu, Gongxin Yao, Kaixiang Yang
, Qinmin Yang, C. L. Philip Chen:
Interval forecast of natural gas daily consumption based on spatial-temporal Bayesian model. Adv. Eng. Informatics 72: 104426 (2026)
[j1117]Huiying Cao
, Dengxiu Yu
, C. L. Philip Chen
:
Spatiotemporal contagion dynamics driven by human mobility in multilayer activity-driven networks. Appl. Math. Comput. 522: 129993 (2026)
[j1116]Qi Duan, Zhi Liu
, Guanyu Lai, C. L. Philip Chen:
Fuzzy adaptive control for switched interconnected nonlinear systems with binary-dependent average dwell time under sensor faults. Appl. Math. Comput. 527: 130092 (2026)
[j1115]Zhanlang Li, Mali Xing
, Guanyu Lai, Hanzhen Xiao
, C. L. Philip Chen
:
A hierarchical hybrid control architecture combining B-spline planning and deep reinforcement learning for Mobile robot navigation. Appl. Soft Comput. 201: 115663 (2026)
[j1114]Kairong Duan, Wei Xie, Weidong Zhang, C. L. Philip Chen, Teng Ma, Ye Li:
Robust adaptive fault-tolerant control for a class of autonomous underwater vehicles. Autom. 188: 112912 (2026)
[j1113]Jiehao Li
, Junzheng Wang, Hongbo Gao
, Xiwen Luo, C. L. Philip Chen:
Dynamic Neural-Model-Based Predictive Control for Autonomous Wheel-Legged Robot System. CAAI Trans. Intell. Technol. 11(1): 83-97 (2026)
[j1112]Jiehao Li, Yaowen Liu, Jiahuan Lu
, Shan Zeng, Xiwen Luo, C. L. Philip Chen, Chenguang Yang:
PMT-GAN: Pineapple maturity transformation GAN for enhanced classification network. Comput. Electron. Agric. 243: 111435 (2026)
[j1111]Chunyu Lei, Guang-Ze Chen, C. L. Philip Chen, Tong Zhang:
An accurate and efficient online broad learning system for data stream classification. Sci. China Inf. Sci. 69(3) (2026)
[j1110]Xiaofei Xing, Zhi Liu, C. L. Philip Chen, Yun Zhang:
High-order nonlinearities in delayed multi-layer networks: Dynamic event-triggered synchronization. Commun. Nonlinear Sci. Numer. Simul. 163: 110543 (2026)
[j1109]Xiaoqing Liu
, Zhiwen Yu
, Yishan Yao
, Kaixiang Yang
, Huanqiang Zeng
, C. L. Philip Chen
:
A Comprehensive Survey of Cross-Modal Retrieval: Breaking Through Modal Barriers. ACM Comput. Surv. 58(14): 372:1-372:37 (2026)
[j1108]Yuhong Xu
, Dongyi Ding, Peijie Huang
, Zhiwen Yu
, C. L. Philip Chen:
Enriched multi-view ensemble approach for high-dimensional imbalanced data classification. Eng. Appl. Artif. Intell. 167: 113940 (2026)
[j1107]Jinfu Fan
, Jiangnan Li, Linqing Huang, Min Gan, C. L. Philip Chen
:
Partial label zero-shot learning with semantic mining and instance-label alignment. Eng. Appl. Artif. Intell. 177: 114854 (2026)
[j1106]Dan Zhang
, Tong Zhang, Tao Zhang, C. L. Philip Chen, Yuzhong Sun:
Broad fractional order fuzzy system for noise and outlier resistant data classification. Expert Syst. Appl. 330: 133064 (2026)
[j1105]Yanjie Zhang
, Nan Ma
, Qinfen Wang
, Shiyuan Han
, Jie Liu
, Jin Zhou
, Tong Zhang
, C. L. Philip Chen
:
A dynamic graph attention network for traffic flow prediction based on multi-domain features fusion. Expert Syst. Appl. 331: 133319 (2026)
[j1104]Huayue Zeng, Wangbo Shen, Haijie Wu, Min Dong, Weiwei Lin
, C. L. Philip Chen:
CAGO-ECIL: Cloud-Assisted Genetic Optimization for Edge-Class Incremental Learning with training acceleration. Future Gener. Comput. Syst. 174: 108021 (2026)
[j1103]Yan Jiao, Zhuangbi Lin
, Chenyang Shi, Kaixin Lu, Zhi Liu, C. L. Philip Chen:
Fuzzy coded event-triggered consensus control for multi-agent systems under time-varying full-state constraints. Fuzzy Sets Syst. 537: 109896 (2026)
[j1102]Linlin Guo, Changle Sun
, Shiyuan Han
, Jin Zhou, Yalu Li, Tong Zhang, C. L. Philip Chen
:
Simplified implementation and universal approximation of multi-input single-output hierarchical fuzzy systems with correction factors. Fuzzy Sets Syst. 538: 109917 (2026)
[j1101]Yuhu Cheng
, Wei Zhang
, C. L. Philip Chen
, Xuesong Wang
:
M3Net: Meta-Reinforcement Learning-Based Open-Set Domain Generalization of Hyperspectral Image Classification Model. IEEE CAA J. Autom. Sinica 13(3): 568-585 (2026)
[j1100]Min Long, Chun-Lung Philip Chen, Le-Bing Zhang, Fei Peng:
FARL: deepfake detection based on adaptive feature aggregation and reconstruction learning. Int. J. Auton. Adapt. Commun. Syst. 19(2): 275-294 (2026)
[j1099]Dongyu Shen, Shuai Sui, C. L. Philip Chen:
Event-Trigger Bipartite Consensus Secure Control for NMASs with Deception Attacks and Full-States Asymmetric Constraints. Int. J. Fuzzy Syst. 28(2): 683-700 (2026)
[j1098]Dianbiao Dong, Jiahe Huo, Hao Xu, Dengxiu Yu, C. L. Philip Chen:
Fuzzy ESO-Based Appointed-Time Prescribed Performance Consensus Control Under Intermittent Deception Attack. Int. J. Fuzzy Syst. 28(6): 2366-2382 (2026)
[j1097]Chunlong Hao, Zhi Liu, Licheng Zheng, C. L. Philip Chen, Guanyu Lai
:
Observer-based distributed adaptive neural network containment control for uncertain nonlinear multi-agent systems under DoS attacks. Neurocomputing 659: 131306 (2026)
[j1096]Xingchen Li, Shiyuan Han, Jin Zhou
, C. L. Philip Chen, Tong Zhang, Yuehui Chen, Lin Wang, Tao Du, Xiaoyu Zheng:
Collaborative multi-view fuzzy clustering based on Gaussian mixture model. Neurocomputing 661: 131961 (2026)
[j1095]Baiqi Qiu, Zhi Liu, Licheng Zheng, C. L. Philip Chen:
Neuroadaptive consensus control with prescribed performance for nonlinear multi-agent systems with input delay and input quantization. Neurocomputing 672: 132813 (2026)
[j1094]Dan Zhang, Jiajun Liu
, Tao Zhang, Tong Zhang, C. L. Philip Chen:
Broad learning system based on mixture correntropy criterion. Neurocomputing 674: 132872 (2026)
[j1093]Chang-E Ren
, Siyao Cheng, Nan Li, C. L. Philip Chen:
Privacy-preserving decentralized federated broad continuous learning based on complete binary tree. Neurocomputing 682: 133437 (2026)
[j1092]Xin Zhang
, Shuzhen Li
, Zhulin Liu
, C. L. Philip Chen:
A coarse-to-fine dynamic layer pruning framework for parameter-efficient fine-tuning. Neurocomputing 698: 134299 (2026)
[j1091]Yang Su, Tong Zhang, Zongyan Zhang
, Weijie Qiu, Tingwen Yu, C. L. Philip Chen:
Unsupervised representation learning for anomaly detection in power grid communications via spatio-temporal graph neural networks. Neurocomputing 699: 134408 (2026)
[j1090]Yu Yang, Shuai Sui, C. L. Philip Chen:
Event-triggered predefined-time adaptive fuzzy control of switched nonlinear systems. Int. J. Syst. Sci. 57(1): 46-61 (2026)
[j1089]Lin Zhao
, Shuai Sui, C. L. Philip Chen:
Quantized-input-based predefined-time control for high-order nonlinear systems with dynamic uncertainties. Int. J. Syst. Sci. 57(7): 2167-2185 (2026)
[j1088]Wenkai Bi, Wenshan Bi, Shuai Sui, Wei Wang, C. L. Philip Chen:
Fuzzy adaptive output feedback prescribed time control for nonlinear MASs with input delays. Int. J. Syst. Sci. 57(7): 2186-2200 (2026)
[j1087]Guodong Fan
, Shuteng Hu, Jingchun Zhou, Min Gan
, Chun-Lung Philip Chen
:
Color and texture count alike: An underwater image enhancement method via dual-attention fusion. Inf. Fusion 127: 103780 (2026)
[j1086]Jiahao Liang, Wuxing Chen, Zhiwen Yu, Tong Zhang, C. L. Philip Chen, Kaixiang Yang
:
Diffusion masked autoencoders as casual-aware curriculum learner for graph out-of-distribution generalization. Inf. Fusion 127: 103792 (2026)
[j1085]Guang-Ze Chen
, Chunyu Lei
, Zhulin Liu
, C. L. Philip Chen, Hai-Wei Sun:
Efficient incremental learning for Inverse Matrix-Free broad learning system. Inf. Fusion 127: 103842 (2026)
[j1084]Yuelei Yu
, Shuai Sui
, Maiying Zhong
, Shaocheng Tong
, C. L. Philip Chen
:
Distributed Observer-Based Event-Triggered Optimal Control for Nonlinear Multiagent Systems Over Jointly Connected Digraphs. IEEE Internet Things J. 13(3): 4845-4856 (2026)
[j1083]Zhuo Liu
, Yan Gao, Shuai Sui
, C. L. Philip Chen
:
Predefined-Time Output-Feedback Control for Nonstrict-Feedback Nonlinear Large-Scale Systems With State Quantization. IEEE Internet Things J. 13(4): 5779-5792 (2026)
[j1082]Zikai Hu, Jianhui Wang
, C. L. Philip Chen
, Zhi Liu
, Zitao Chen, Kairui Chen
:
Dynamic Event-Triggered Constraint Control With Predefined-Time Convergence for Delayed Multiagent Systems. IEEE Internet Things J. 13(11): 23064-23073 (2026)
[j1081]Jiguang Peng, Zhi Liu
, C. L. Philip Chen
, Yun Zhang
:
Distributed Estimator-Based Adaptive Fuzzy Prescribed-Time Consensus Control for Nonlinear Multiagent Systems. IEEE Internet Things J. 13(14): 30891-30904 (2026)
[j1080]Meijian Tan
, Zhi Liu
, Yaonan Wang
, C. L. Philip Chen
, Yun Zhang
:
Observer-Based Adaptive Event-Triggered Consensus Control for Multiagent Systems Under DoS Attacks. IEEE Internet Things J. 13(18): 42107-42117 (2026)
[j1079]Meng Wang, Lei Yan
, Zhi Liu
, C. L. Philip Chen
, Zongze Wu
:
Flexible Adaptive Fuzzy Optimal Prescribed-Performance Consensus for Input-Constrained Nonlinear Multiagent Systems. IEEE Internet Things J. 13(19): 45562-45571 (2026)
[j1078]Jianhui Wang
, Jiarui Liu, Yonghua Li, Kairui Chen, Zhi Liu, C. L. Philip Chen:
Event-triggered formation control for nonlinear multi-agent systems subject to DoS attacks and actuator faults. Inf. Sci. 751: 123564 (2026)
[j1077]Xiaofei Xing, Zhi Liu, C. L. Philip Chen
, Yun Zhang:
Intermittent DETC for synchronization of t-s fuzzy fractional-order networked coupled PDE-ODE systems with time delay. Inf. Sci. 756: 123812 (2026)
[j1076]Xianying Wu
, Zhi Liu
, Meijian Tan
, C. L. Philip Chen
:
Distributed adaptive neural fault-tolerant formation control with prescribed performance and collision avoidance for nonlinear multi-agent systems under intermittent actuator failures. J. Frankl. Inst. 363(2): 108341 (2026)
[j1075]Baiqi Qiu, Zhi Liu, Meijian Tan
, C. L. Philip Chen:
Self-adjusting performance-based adaptive event-triggered consensus control for nonlinear multi-agent systems. J. Frankl. Inst. 363(13): 108845 (2026)
[j1074]Liping Bai, Shuai Sui
, C. L. Philip Chen:
Observed-based adaptive predefined time decentralized control for interconnected systems with sensor faults and DoS attack. J. Frankl. Inst. 363(13): 108872 (2026)
[j1073]Bianna Chen
, C. L. Philip Chen
, Tong Zhang
:
IDFG: Information-Regularized Diversity-Fidelity Graph for EEG emotion recognition. Knowl. Based Syst. 334: 115092 (2026)
[j1072]Yuhu Cheng
, Yuequn Zhang, C. L. Philip Chen, Xuesong Wang:
Hierarchical memory-based deep reinforcement learning in simulated survival environments. Neural Networks 201: 108987 (2026)
[j1071]Ziyang Dong, Wuxing Chen
, Zhiwen Yu
, Kaixiang Yang
, C. L. Philip Chen
:
Variance-constrained multi-view ensemble broad network for imbalanced data. Neural Networks 204: 109317 (2026)
[j1070]Shengsheng Lin
, Weiwei Lin
, Wentai Wu
, Haojun Chen, C. L. Philip Chen
:
SparseTSF: Lightweight and Robust Time Series Forecasting via Sparse Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 48(1): 170-183 (2026)
[j1069]Hanrui Wu
, Yanxin Wu
, Lei Tian, Zhao-Rong Lai, Jinyi Long
, Michael Kwok-Po Ng
, C. L. Philip Chen
:
Local and High-Order Consistency Coding and Adaptation for Cross-Hypergraph Node Classification. IEEE Trans. Pattern Anal. Mach. Intell. 48(8): 9997-10011 (2026)
[j1068]Da Chen
, Yangtao Wang
, Yanzhao Xie
, Siyuan Chen
, Weilong Peng
, Maobin Tang
, Meie Fang
, C. L. Philip Chen
, Ping Li
, Wensheng Zhang
:
Intra-modal consistency for image-text retrieval through soft-label distillation. Pattern Recognit. 173: 112817 (2026)
[j1067]Kankan Lan
, C. L. Philip Chen
, Zongyan Zhang
, Tong Zhang
:
Contrastive adversarial tuning: Enhancing discriminability and robustness of LLMs for emotion recognition in conversation. Pattern Recognit. 174: 113025 (2026)
[j1066]Puchun Liu
, C. L. Philip Chen
, Yubin He
, Tong Zhang
:
CRIA: A cross-view interaction and instance-adapted pre-training framework for generalizable EEG representations. Pattern Recognit. 178: 113272 (2026)
[j1065]Zhongyi Deng
, C. L. Philip Chen, Yile Chen, Tong Zhang
:
QuAC: Quality-aware chinese pre-training proactive defense framework. Pattern Recognit. 179: 113574 (2026)
[j1064]Jiehao Li
, Hongkai Chen, Shan Zeng, Jinrong Cui, Xiwen Luo, C. L. Philip Chen, Chenguang Yang:
ARNet: A visual reasoning framework for recovering traversable areas under anomalies in agriculture. Pattern Recognit. 179: 113632 (2026)
[j1063]Zhijie Zhong
, Zhiwen Yu
, Pengyu Li
, Jianming Lv, C. L. Philip Chen, Min Chen:
PathFinder: Advancing path loss prediction for single-to-multi-transmitter scenario. Pattern Recognit. 179: 113725 (2026)
[j1062]Huibin Lin, Chun-Yang Zhang, Yuena Lin, Hai-Chun Cai, C. L. Philip Chen:
A Max-Min framework for invariant learning with consistency and diversity in domain generalization. Pattern Recognit. 179: 113808 (2026)
[j1061]Shu Shen, C. L. Philip Chen, Tong Zhang
:
Test-time Adaptive Hierarchical Co-enhanced Denoising Network for reliable multimodal classification. Pattern Recognit. 180: 114052 (2026)
[j1060]Yanting Li, Yuan Zhang, Yiping Gao, Yusha Wang, Junwei Jin
, Xiaoyun Sun, C. L. Philip Chen:
Elastic net-based cost-sensitive broad learning system with F-measure maximization and density harmonization. Pattern Recognit. 180: 114372 (2026)
[j1059]Junwei Jin
, Shaokai Chang, Yanting Li, Chunhua Zhu, Jing Liang, C. L. Philip Chen:
Relaxed domain adaptation broad learning system for cross-domain classification. Pattern Recognit. 180: 114418 (2026)
[j1058]Yufei Qiao, Guofu Zhai, Chun-Lung Philip Chen, Xinyu Jin, Jiaxin You
:
Reliability assessment and hierarchical tolerance design for electromagnetic relay based on the distribution of a key process parameter. Reliab. Eng. Syst. Saf. 269: 112037 (2026)
[j1057]Huiying Cao, Dengxiu Yu
, C. L. Philip Chen:
Improving resilience of mobile Internet of Things against malware attacks via optimal patch allocation. Reliab. Eng. Syst. Saf. 276: 112812 (2026)
[j1056]Chengzhen Yu
, Kairui Chen, C. L. Philip Chen, Zhi Liu, Jianhui Wang:
Adaptive boundary prescribed-performance MPC for 3-D UAV formation with obstacle/collision avoidance. Syst. Control. Lett. 208: 106327 (2026)
[j1055]Guang-Yong Chen
, Xiang-Xiang Su
, Min Gan
, Peng Xue
, Yi Liao
, C. L. Philip Chen
:
An Efficient Algorithm for Nonlinear Regression Problems With Huber Loss. IEEE Trans. Autom. Control. 71(9): 6307-6314 (2026)
[j1054]Jianhui Wang
, Yancheng Yan
, C. L. Philip Chen
, Zhi Liu
, Zhikai Hu:
Event-Triggered Distributed Formation Tracking of Cooperative Quadrotors Subject to Performance Constraints and Leader Uncertainty. IEEE Trans. Aerosp. Electron. Syst. 62: 8018-8029 (2026)
[j1053]Chaojun Dong
, Yizhi Wang
, Yikui Zhai
, Ye Li
, Xiankun Liu
, Chaoyun Mai
, Jianhong Zhou
, Pasquale Coscia
, Angelo Genovese
, C. L. Philip Chen
:
DCA-YOLO: A Dynamic Cross-Attention Network for Small Vehicle Detection in UAV Aerial Imagery. IEEE Trans. Aerosp. Electron. Syst. 62: 15031-15047 (2026)
[j1052]Kaixiang Yang
, Yifan Luo
, Zongyan Zhang
, C. L. Philip Chen
, Tong Zhang
:
Multimodal Affect Perception With Large Language Model Enhancement Network. IEEE Trans. Affect. Comput. 17(1): 132-146 (2026)
[j1051]Tong Zhang
, Qilin Li
, Xueyue Yang
, C. L. Philip Chen
:
MCGC-Net: Multi-Scale Controllable Graph Convolutional Network on Music Emotion Recognition. IEEE Trans. Affect. Comput. 17(1): 162-175 (2026)
[j1050]Zihua Xu
, Tianjun Li, C. L. Philip Chen
, Tong Zhang
:
F2FNet: An Efficient Affective State Analysis Network Reconstructing EEG From Few-Channel to Full-Channel. IEEE Trans. Affect. Comput. 17(2): 1663-1676 (2026)
[j1049]Tong Zhang
, Shiting Xu
, C. L. Philip Chen
:
Enhanced Dynamic Representation via Gradient-Motion Modeling for Micro-Expression Recognition. IEEE Trans. Affect. Comput. 17(3): 3259-3270 (2026)
[j1048]Xin Liu
, Zhaoyin Shi
, Shuanghao Zhang
, Long Chen
, Weiping Ding
, Xiaopin Zhong
, Zongze Wu
, C. L. Philip Chen
:
CIBLS-PLS: A Class-Incremental Broad Learning System With Pseudolabel-Guided Stacked Structure. IEEE Trans. Artif. Intell. 7(3): 1745-1760 (2026)
[j1047]Jing Li
, Yuan Liu, Junzheng Wang, Jiehao Li
, C. L. Philip Chen
, Chenguang Yang
:
Autonomous Trajectory Planning Based on Two-Stage Sampling and Multiple Constraints for Mobile Vehicle. IEEE Trans Autom. Sci. Eng. 23: 955-967 (2026)
[j1046]Lei Yan
, Zhi Liu
, C. L. Philip Chen
, Yun Zhang
, Zongze Wu
:
Adaptive Neural Bipartite Containment of Deferred State-Constrained Multi-Agent Systems Under Event-Triggered Communication. IEEE Trans Autom. Sci. Eng. 23: 1423-1433 (2026)
[j1045]Guangrong Chen
, Qizhe Yang, Jiehao Li
, C. L. Philip Chen
, Chenguang Yang
:
Cooperative Control Framework for Dual-Arm Robot Enhanced by Vision Language Model and Reinforcement Learning. IEEE Trans Autom. Sci. Eng. 23: 4314-4328 (2026)
[j1044]Xiaofei Xing
, Zhi Liu
, C. L. Philip Chen
, Yun Zhang
:
Consensus Control for PDE-ODE MASs With Multi Delays: A Dual-Mode Adaptive Event-Triggered Strategy and Novel Stability Analysis Criterion. IEEE Trans Autom. Sci. Eng. 23: 7655-7668 (2026)
[j1043]Xianbing Meng
, Bi-Cheng Guo
, Kangkang Xu
, Han-Xiong Li
, C. L. Philip Chen
:
Temporally-Preserving Quantum LSTM With Multiscale Attention Mechanisms for Soft Sensor Applications. IEEE Trans Autom. Sci. Eng. 23: 8404-8414 (2026)
[j1042]Yuxin Yin, Bianna Chen
, Zihua Xu
, C. L. Philip Chen
, Tong Zhang
:
DCAL: Dual-Temporal Contrastive Adversarial Learning for Cross-Subject EEG Sleep Analysis. IEEE Trans Autom. Sci. Eng. 23: 13859-13873 (2026)
[j1041]Dishi Xu
, Fagui Liu
, Bin Wang
, Xuhao Tang
, Qingbo Wu
, C. L. Philip Chen
:
G1Stack: A Learning-Assisted Scheduler Framework for Interactive and Batch Workload Co-Location With High Resource Efficiency. IEEE Trans. Computers 75(10): 3669-3682 (2026)
[j1040]Jianhui Wang
, Jiarui Liu
, Lei Yan, Zhi Liu
, C. L. Philip Chen
, Lingxi Peng
, Kairui Chen
:
Practical Predefined-Time Consensus Control for Nonlinear Multiagent Systems: A Distributed Preassigned Performance Observer-Based Strategy. IEEE Trans. Circuits Syst. I Regul. Pap. 73(10): 6990-7001 (2026)
[j1039]Wenkai Bi
, Shuai Sui
, Wei Wang
, C. L. Philip Chen
:
Predefined-Time Collision-Free Formation Control for Multi-Omnidirectional Mobile Robot Systems. IEEE Trans. Consumer Electron. 72(2): 3251-3260 (2026)
[j1038]Zhongyi Deng
, C. L. Philip Chen
, Tong Zhang
:
DCOS: A Dual-Task Consistency Optimization Scheme for Consumer-Oriented Chinese Pre-Training. IEEE Trans. Consumer Electron. 72(3): 7071-7082 (2026)
[j1037]Tong Zhang
, Tingting Hu
, Mengqi Wu
, Zihua Xu
, C. L. Philip Chen
:
ACM-GNN: Adaptive Cluster-Oriented Modularity Graph Neural Network for EEG Depression Detection. IEEE Trans. Comput. Soc. Syst. 13(1): 208-220 (2026)
[j1036]Zhanxiao Jia
, Bowen Xu
, Dengxiu Yu
, C. L. Philip Chen
:
Surrounding Control Based on Optimal Targets Assignment and Dynamic Graph Game. IEEE Trans. Comput. Soc. Syst. 13(1): 530-542 (2026)
[j1035]Haiqi Liu
, C. L. Philip Chen
, Tong Zhang
:
Unified Multimodal Representation Learning With Prototype Calibration for Cross-Subject Few-Shot Emotion Recognition. IEEE Trans. Comput. Soc. Syst. 13(3): 2801-2817 (2026)
[j1034]Yuankang Fu
, Xinrong Gong
, Kaixiang Yang
, Song Sun
, Tong Zhang
, C. L. Philip Chen
:
MEDS-Net: Meta-Evidential Dual-Stream Network for Multimodal Few-Shot Driver Fatigue Detection. IEEE Trans. Comput. Soc. Syst. 13(3): 3176-3189 (2026)
[j1033]Tong Zhang
, Zhongyi Deng
, C. L. Philip Chen
:
SAIL: Seeking Attribute in Language to Improve Chinese Pretraining. IEEE Trans. Comput. Soc. Syst. 13(3): 3643-3654 (2026)
[j1032]Jia Long
, Dengxiu Yu
, C. L. Philip Chen
:
Learning Multiagent Cooperation via Reciprocity-Based Actor-Critic Framework. IEEE Trans. Comput. Soc. Syst. 13(5): 5595-5607 (2026)
[j1031]Guoxiang Zhong
, Jie Liu
, Fagui Liu
, Jun Jiang
, Bin Wang
, Fan Zhang
, C. L. Philip Chen
:
Unsupervised Textless Prompt With LLMs for Multivariate Time Series Anomaly Detection. IEEE Trans. Comput. Soc. Syst. 13(5): 6390-6402 (2026)
[j1030]Wei Dong
, Guodong Fan
, Fan Zhang, Min Gan
, Guang-Yong Chen
, C. L. Philip Chen
:
SAFAformer: Scale-Aware Frequency-Adaptive Guidance for Nighttime Flare Removal. IEEE Trans. Circuits Syst. Video Technol. 36(1): 93-105 (2026)
[j1029]Zongyan Zhang
, C. L. Philip Chen
, Zepeng Su, Tong Zhang
:
Prompts Libra: Enhanced Image Outpainting Diffusion Model With Balanced Bimodal Guidance. IEEE Trans. Circuits Syst. Video Technol. 36(2): 1977-1992 (2026)
[j1028]Xiaowei Zhang
, Xinglong Li
, Mingliang Zhou
, Min Gan
, C. L. Philip Chen
:
ASCFormer: An Adaptive Structure-Aware Cascaded Transformer for 3D Object Detection. IEEE Trans. Circuits Syst. Video Technol. 36(2): 2217-2231 (2026)
[j1027]Jian Feng
, Linqing Huang
, Jiangnan Li
, Kangrui Ren
, Jinfu Fan
, QingKai Bu, Min Gan
, C. L. Philip Chen
:
Partial Label Learning via Mutual Information Representation Learning. IEEE Trans. Circuits Syst. Video Technol. 36(3): 3709-3723 (2026)
[j1026]Shiyuan Han
, Yidan Pei, Rui Wang
, Tong Zhang
, C. L. Philip Chen
:
DPS-Net: Direction-Aware Pseudo-Stereo Network for Accurate Road Surface Reconstruction. IEEE Trans. Circuits Syst. Video Technol. 36(5): 6678-6688 (2026)
[j1025]Rui-Lin Shi
, Zishu Yao
, Feiyan Chen
, Guang-Yong Chen
, Min Gan, C. L. Philip Chen
:
Dual Guidance of Visual and Semantic Information for Real-World Scene Text Image Super-Resolution: A Novel Approach and Benchmark Dataset. IEEE Trans. Circuits Syst. Video Technol. 36(8): 11773-11787 (2026)
[j1024]Zhihao Long
, Yikui Zhai
, Xinru Li
, Ying Xu
, Hufei Zhu
, Xiaohua Xie
, C. L. Philip Chen
:
Inverse Laplacian Pyramid for Image Generation With Limited Data. IEEE Trans. Circuits Syst. Video Technol. 36(9): 13694-13707 (2026)
[j1023]Wenshan Bi
, Ziqi Bai
, Shuai Sui
, C. L. Philip Chen
:
Anti-Attack Secure Fuzzy Adaptive Control for NMASs With Switching-Type Secure Estimator. IEEE Trans. Cybern. 56(2): 841-852 (2026)
[j1022]Zhiwen Yu
, Chenchen Yu
, Kaixiang Yang
, Xu Chen
, Yifan Shi
, C. L. Philip Chen
:
Tensor-Based Semi-Supervised Multiview Subspace Clustering With Pairwise Constraint Propagation. IEEE Trans. Cybern. 56(2): 867-879 (2026)
[j1021]Yunlu Yan
, Chun-Mei Feng
, Mang Ye
, Wangmeng Zuo
, Ping Li
, Rick Siow Mong Goh
, Lei Zhu
, C. L. Philip Chen
:
Addressing Client Drift in Federated Learning via Class-Prototype Similarity Distillation and Adaptive Mask. IEEE Trans. Cybern. 56(4): 1995-2008 (2026)
[j1020]Changhong Jing, Baiying Lei
, Shanshan Wang, Yan Liu, Feng Liu, C. L. Philip Chen
, Shuqiang Wang
:
Generative AI Empower Addiction-Related Brain Circuits Detection via Graph Diffusion-Infused Adversarial Learning. IEEE Trans. Cybern. 56(4): 2200-2212 (2026)
[j1019]Zhanxiao Jia
, Tao Zhang
, Jinya Su
, Dengxiu Yu
, C. L. Philip Chen
:
Event-Triggered Safety-Stability Framework for Learning-Based Control of Multiagent System With Uncertain Dynamics. IEEE Trans. Cybern. 56(7): 3767-3780 (2026)
[j1018]Qi Duan
, Zhi Liu
, Guanyu Lai
, C. L. Philip Chen
:
Reinforcement Learning-Based Predefined-Performance Control for Nonlinear Switched Interconnected Systems. IEEE Trans. Cybern. 56(7): 3872-3883 (2026)
[j1017]Haofeng Yuan, Rongping Zhu
, Wanlu Yang
, Shiji Song
, Keyou You
, Wei Fan
, C. L. Philip Chen
:
Deep Reinforcement Learning for Traveling Purchaser Problems. IEEE Trans. Emerg. Top. Comput. Intell. 10(1): 425-439 (2026)
[j1016]Zhaoyin Shi
, Yingjie Luo, Xin Liu
, Long Chen
, Weiping Ding
, Xiaopin Zhong
, Zongze Wu
, C. L. Philip Chen
:
MGL-FBLS: Multi-Granularity Label-Driven Feature Enhanced Broad Learning System for Semi-Supervised Classification. IEEE Trans. Emerg. Top. Comput. Intell. 10(3): 2245-2259 (2026)
[j1015]Ying Xu
, Yingwen Chen
, Yikui Zhai
, Wenfeng Pan
, Hufei Zhu
, Jianhong Zhou
, Tianlei Wang
, Pasquale Coscia
, Angelo Genovese
, C. L. Philip Chen
:
Fine-Grained Hierarchical Perception Siamese Network for Battery Surface Defect Detection. IEEE Trans. Emerg. Top. Comput. Intell. 10(5): 3682-3698 (2026)
[j1014]Qian Kang
, Jiarui Xu, Dengxiu Yu
, Zhen Wang
, C. L. Philip Chen
:
Synchronization Control of Uncertain Fractional-Order Nonlinear Multiagent Systems via Fuzzy Regularization Reinforcement Learning. IEEE Trans. Fuzzy Syst. 34(6): 1922-1934 (2026)
[j1013]Yingxu Wang
, Zhaoyin Shi
, Long Chen
, Jin Zhou, Xiaoyong Shen, Chuanbin Zhang
, Weiping Ding
, C. L. Philip Chen
:
Semisupervised Low-Rank Fuzzy Clustering for Hyperspectral Images. IEEE Trans. Fuzzy Syst. 34(7): 2252-2265 (2026)
[j1012]Jun Ning
, Xiangjie Cui, Xiaoyang Gao
, Tieshan Li
, Shaocheng Tong
, C. L. Philip Chen
:
Fuzzy Event-Driven Optimal Quantized Control for USVs Under Thruster and Positioning Constraints: An Adaptive Dynamic Programming Method. IEEE Trans. Fuzzy Syst. 34(8): 2601-2613 (2026)
[j1011]Wuxing Chen
, Zhiwen Yu
, Kaixiang Yang
, Jun Jiang
, Fan Zhang
, C. L. Philip Chen
:
Solving Imbalanced Problems With Multilayer Ensemble Balanced Fuzzy Inference Broad Network. IEEE Trans. Fuzzy Syst. 34(10): 3224-3236 (2026)
[j1010]Xiaoqing Liu
, Zhiwen Yu
, Jun Yu
, Huanqiang Zeng
, Jun Jiang
, C. L. Philip Chen
:
Semantic Consistent Memory Hashing With Incremental Regularization for Incomplete Cross-Modal Retrieval. IEEE Trans. Inf. Forensics Secur. 21: 7651-7665 (2026)
[j1009]Chunwei Tian
, Chengyuan Zhang, Bob Zhang
, Zhiwu Li
, C. L. Philip Chen
, David Zhang
:
A Cosine Network for Image Super-Resolution. IEEE Trans. Image Process. 35: 305-316 (2026)
[j1008]Xiaoqing Liu
, Zhiwen Yu
, Jun Yu
, Huanqiang Zeng
, Zhuoyao Wang
, C. L. Philip Chen
:
Exploring Hierarchical Cross-Modal Correlation Consistency for Partial Mismatching. IEEE Trans. Image Process. 35: 2529-2542 (2026)
[j1007]Guang-Yong Chen
, Hui-Lang Xu
, Xiang-Xiang Su
, Min Gan
, Xing Chen
, C. L. Philip Chen
:
Riemannian Acceleration for Sparse PCA With Separable Structure and Second-Order Information Exploration. IEEE Trans. Image Process. 35: 4326-4338 (2026)
[j1006]Licheng Liu
, Jiajun Liu
, Qibin Zhang
, Ting Xie
, C. L. Philip Chen
:
Learning to Super-Resolve Face Images via Dual-Domain Multi-Scale Feature Interaction. IEEE Trans. Image Process. 35: 7639-7653 (2026)
[j1005]Zi-Xuan Huang, Zeng-Ding Liu
, Ye Li
, C. L. Philip Chen
, Hailiang Wang
, Fen Miao
:
BpBLS: A Knowledge-Embedded Bi-Incremental Broad Learning System for Wearable Cuffless Blood Pressure Estimation. IEEE J. Biomed. Health Informatics 30(6): 5489-5502 (2026)
[j1004]Chaojun Dong
, Wenkang Qiu
, Ye Li
, Yikui Zhai
, Xiankun Liu
, Chaoyun Mai
, Hufei Zhu, Jianhong Zhou
, Pasquale Coscia
, Angelo Genovese
, C. L. Philip Chen
:
Bidirectional Interactive Multi-Scale Aggregation Network for Vehicle Detection in Urban Traffic. IEEE Trans. Intell. Transp. Syst. 27(3): 3619-3639 (2026)
[j1003]Wuxing Chen
, Zhiwen Yu
, Kaixiang Yang
, Ziwei Fan
, C. L. Philip Chen
:
Adaptive Weighted Double Uncertainty Incrementally Active Learning for Multi-Class Imbalanced Data. IEEE Trans. Knowl. Data Eng. 38(2): 827-841 (2026)
[j1002]Mianfen Lin
, Zhiwen Yu
, Kaixiang Yang
, C. L. Philip Chen
:
Dynamic Chunk-Based Active Learning Based on Enhanced Broad Learning System for Imbalanced Drifting Data Streams. IEEE Trans. Knowl. Data Eng. 38(2): 997-1010 (2026)
[j1001]Guojie Li
, Zhiwen Yu
, Ziwei Fan
, Kaixiang Yang
, C. L. Philip Chen:
Weighted Subspace Graph Learning for High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 38(3): 2094-2107 (2026)
[j1000]Kaixiang Yang
, Wuxing Chen
, Chao Li
, Yifan Shi
, Zhiwen Yu
, C. L. Philip Chen
:
Enhancing Active Learning for Class Imbalance With an Incrementally Weighted Approach. IEEE Trans. Knowl. Data Eng. 38(8): 5047-5061 (2026)
[j999]Xu Chen
, Zhiwen Yu
, Kaixiang Yang
, C. L. Philip Chen
:
A Parameter-Free Multi-View Clustering Framework With Adaptive Anchors for Large-Scale Data. IEEE Trans. Knowl. Data Eng. 38(9): 5594-5606 (2026)
[j998]Yuyang Deng
, Yuhong Xu
, Peijie Huang
, Zhiwen Yu
, C. L. Philip Chen
:
Adaptive Progressive Optimization Ensemble Approach for High-Dimensional Imbalanced Data Classification. IEEE Trans. Knowl. Data Eng. 38(10): 6321-6333 (2026)
[j997]Guojie Li
, Zhiwen Yu
, Kaixiang Yang
, Jianming Lv
, C. L. Philip Chen
:
Pseudo-Label Similarity Graph-Driven Multi-View Contrastive Clustering. IEEE Trans. Multim. 28: 4786-4798 (2026)
[j996]Xiaoqing Liu
, Zhiwen Yu
, Kaixiang Yang
, Huanqiang Zeng
, Jun Jiang
, C. L. Philip Chen:
Self-Paced Attribute Prototype Contrastive Learning for Cross-Modal Materials Perception. IEEE Trans. Multim. 28: 5888-5899 (2026)
[j995]Shiting Xu
, C. L. Philip Chen
, Tong Zhang
:
Motion-Aware Representation Network for Micro-Expression Recognition. IEEE Trans. Multim. 28: 8597-8607 (2026)
[j994]Tao Chen
, Lijie Wang
, C. L. Philip Chen
:
Sparse Bayesian Broad Learning System via Adaptive Lasso Priors for Robust Regression. IEEE Trans. Neural Networks Learn. Syst. 37(5): 2208-2222 (2026)
[j993]Kaixiang Yang
, Yue Xu, Zhihao Li, Jia-Nan Liu
, Zhikun Zhang
, Tong Zhang
, C. L. Philip Chen
:
Decision Boundary Drift: A Security, Privacy, and Trust Risk of Continual Learning for Agentic AI in Edge Networks. IEEE Trans. Netw. Sci. Eng. 13: 11081-11097 (2026)
[j992]Dinghao Zeng
, Fagui Liu
, Runbin Chen
, Jingwei Tan
, Dishi Xu
, Qingbo Wu
, C. L. Philip Chen
:
CoreScaler: A Resource-Efficient Hybrid Scaling Framework for Dynamic Workloads in Cloud. IEEE Trans. Netw. Serv. Manag. 23: 4787-4801 (2026)
[j991]Hang Fu
, Jingjing Wang
, Ye Wang, Pengfei Ren
, Jianrui Chen
, Philip Chen
:
Role-Policy Enhanced Collaborative Task Learning in Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. 56(1): 267-278 (2026)
[j990]Licheng Zheng
, Zhi Liu
, C. L. Philip Chen
, Yun Zhang, Zongze Wu
:
Small-Gain Approach for Adaptive Optimal Control of Switched Nonlinear Systems With Unstable Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 56(1): 671-680 (2026)
[j989]Guojie Li
, Ziwei Fan
, Zhiwen Yu
, Kaixiang Yang
, C. L. Philip Chen
:
Semi-Supervised Ensemble Classifier Based on Distance Constraint for High-Dimensional Data. IEEE Trans. Syst. Man Cybern. Syst. 56(1): 724-736 (2026)
[j988]Kairui Chen
, Chengzhen Yu
, Zhi Liu
, C. L. Philip Chen
, Jianhui Wang
:
Adaptive Prescribed-Performance Tracking for Nonlinear CPSs Against Multiple Deception Attacks: An Actual Boundary Estimation Strategy. IEEE Trans. Syst. Man Cybern. Syst. 56(3): 1988-1998 (2026)
[j987]Lei Shi
, Xuesong Wang
, C. L. Philip Chen
, Maolong Lv, Yuhu Cheng
:
Actor-Critic-Based Dynamic Event-Triggered Control for Hypersonic Flight Vehicles. IEEE Trans. Syst. Man Cybern. Syst. 56(7): 4323-4335 (2026)
[j986]Xiaoyu Zheng, Shiyuan Han
, Jin Zhou
, C. L. Philip Chen
, Yingxu Wang
, Yuehui Chen
, Lin Wang
, Tao Du
, Cheng Yang
, Bowen Liu:
Expanded Deep Embedding Clustering With Adversarial Learning and Adaptive Graph Constraint. IEEE Trans. Syst. Man Cybern. Syst. 56(8): 4686-4699 (2026)
[j985]Jie Du
, Wenbing Chen
, Peng Liu
, Chi-Man Vong
, Tianfu Wang
, C. L. Philip Chen
:
Federated Class Incremental Learning Method With High Accuracy and Extremely Low Communication Cost Based on Broad Learning System. IEEE Trans. Syst. Man Cybern. Syst. 56(8): 4799-4812 (2026)
[j984]Tingyun Liu
, Licheng Liu
, Qiying Feng
, C. L. Philip Chen
:
Dual-Branch Transformation Broad Learning for Multiclass Recognition. IEEE Trans. Syst. Man Cybern. Syst. 56(9): 5144-5158 (2026)
[j983]Yang Yang
, Hanzhen Xiao
, Guidong Zhang
, C. L. Philip Chen
:
Consensus Formation of 2D Maneuver Multi-Vehicle System With Self-Organized-Incremental Network. IEEE Trans. Veh. Technol. 75(1): 305-320 (2026)
[j982]Jun Ning
, Hongyu Wang, Xin Hu
, C. L. Philip Chen
:
Event-Triggered Adaptive Coordinated Formation Control of Multiple Under-Actuated Vehicles With Input and State Quantization. IEEE Trans. Veh. Technol. 75(2): 1825-1840 (2026)
[j981]Feng-Jie Li
, Chun-Yang Zhang
, C. L. Philip Chen
:
Robust Decision-Making Method for Autonomous Driving Based on Multi-Modal Fusion and Uncertainty Modeling. IEEE Trans. Veh. Technol. 75(3): 3859-3873 (2026)
[j980]Donglei Chen, Shaoyu Huang, Xuemiao Xu
, Yongwei Nie
, Ping Li
, C. L. Philip Chen:
Large model-assisted video summarization via global entity unification and robust importance scoring. Vis. Comput. 42(10): 415 (2026)
[c215]Tingyun Liu, Licheng Liu, Qibin Zhang, Qiying Feng, C. L. Philip Chen:
Graph Attention Prototypical Network for Robust Few-Shot Classification. CVPR 2026: 33933-33942
[c214]Yaomin Cai, C. L. Philip Chen, Shiting Xu, Haiqi Liu, Tong Zhang:
Region-Aware Instance Consistency Learning for Micro-Expression Recognition. CVPR 2026: 34428-34438
[c213]Ruipeng Zhang, Zhihao Li, Haozhang Yuan, C. L. Philip Chen, Tong Zhang:
P2-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization. ICLR 2026
[c212]Zhichen Yuan, C. L. Philip Chen, Shuzhen Li, Tong Zhang:
An Emotion-Preserving Conditional Information Bottleneck for Domain-Generalizable Speech Emotion Recognition. IJCAI/ECAI 2026: 3719-3727
[c211]Zihua Xu
, C. L. Philip Chen
, Tong Zhang
:
Neuro-SPO: Physically-Grounded and Affect-Aligned EEG-to-Keyword Decoding. KDD (2) 2026: 5879-5890
[i65]Shu Shen, C. L. Philip Chen, Tong Zhang:
Test-time Adaptive Hierarchical Co-enhanced Denoising Network for Reliable Multimodal Classification. CoRR abs/2601.07163 (2026)
[i64]Yikui Zhai, Shikuang Liu, Wenlve Zhou, Hongsheng Zhang, Zhiheng Zhou, Xiaolin Tian, C. L. Philip Chen:
Consistency-Regularized GAN for Few-Shot SAR Target Recognition. CoRR abs/2601.15681 (2026)
[i63]Chunwei Tian, Chengyuan Zhang, Bob Zhang, Zhiwu Li, C. L. Philip Chen, David Zhang:
A Cosine Network for Image Super-Resolution. CoRR abs/2601.16413 (2026)
[i62]Ruipeng Zhang, Zhihao Li, Haozhang Yuan, C. L. Philip Chen, Tong Zhang:
P2-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization. CoRR abs/2606.03376 (2026)
[i61]Ruipeng Zhang, Zhihao Li, C. L. Philip Chen, Tong Zhang:
Steer Where It Matters: Token-Level Visual-Sensitivity Steering for LVLMs Hallucination Mitigation. CoRR abs/2606.07647 (2026)
[i60]Zhiwen Yu, Derong Yang, Liujian Zhang, Kaixiang Yang, Peilin Zhan, Jianmin Lv, Jane You, C. L. Philip Chen:
Learning universal approximations for partial differential equations with Physics-Informed Broad Learning System. CoRR abs/2606.19754 (2026)
[i59]Zongyuan Shen, Shalabh Gupta, Shancheng Zhao, Dehua Zhou, Gao Wang, Zhongqiang Ren, Yaming Ou, Yikui Zhai, C. L. Philip Chen:
Coverage Path Planning: Classical Foundations, Recent Advances, and Future Directions. CoRR abs/2607.10649 (2026)
[i58]Zongyuan Shen, Shalabh Gupta, Shancheng Zhao, Dehua Zhou, Gao Wang, Rui Cheng, Yaming Ou, Zhongqiang Ren, Yikui Zhai, C. L. Philip Chen:
Learning-Based Motion Planning for Dynamic Environments: From Foundational Algorithms to Emerging Paradigms. CoRR abs/2608.00625 (2026)
[i57]Gongli Zhang, Zhulin Liu, C. L. Philip Chen:
Share First, Route What Remains: A Unified Framework for Token-Adaptive MoE Computation. CoRR abs/2608.10392 (2026)
[i56]Zongyuan Shen, Haodong Liu, Gao Wang, Shancheng Zhao, Dehua Zhou, Yaming Ou, Zhongqiang Ren, Yikui Zhai, C. L. Philip Chen:
TRACE: Coverage Path Planning for Unknown Environments Using Hierarchical Coverage Tree. CoRR abs/2609.21777 (2026)
[i55]Hengrui Zhang, Yuhu Cheng, C. L. Philip Chen, Xuesong Wang:
Diffusion Subgoal Planning for Long-Horizon Offline Goal-Conditioned Reinforcement Learning. CoRR abs/2609.34575 (2026)- 2025
[j979]Yu Yang, Wenshan Bi
, Shuai Sui, C. L. Philip Chen:
Command-filter-based neural networks predefined time control for switched nonlinear systems with event-triggering mechanism. Appl. Math. Comput. 491: 129205 (2025)
[j978]Feng-Jie Li, Chun-Yang Zhang
, C. L. Philip Chen:
Robust decision-making for autonomous vehicles via deep reinforcement learning and expert guidance. Appl. Intell. 55(6): 412 (2025)
[j977]Yanting Li
, Yusha Wang, Junwei Jin
, Weiwei Zhang, Hongwei Tao, Huaiguang Wu, C. L. Philip Chen:
Imbalanced Broad Learning System with label relaxation and sample weight adaptation. Appl. Soft Comput. 182: 113543 (2025)
[j976]Guang-Yong Chen, Peng Xue, Min Gan
, Jing Chen, Wenzhong Guo, C. L. Philip Chen:
Variable Projection algorithms: Theoretical insights and a novel approach for problems with large residual. Autom. 177: 112300 (2025)
[j975]Ziwei Fan, Zhiwen Yu
, Kaixiang Yang, Wuxing Chen, Xiaoqing Liu, Guojie Li, Xianling Yang, C. L. Philip Chen:
Diverse Models, United Goal: A Comprehensive Survey of Ensemble Learning. CAAI Trans. Intell. Technol. 10(4): 959-982 (2025)
[j974]Jiehao Li
, Chenglin Li, Shan Zeng, Xiwen Luo, C. L. Philip Chen, Chenguang Yang:
A lightweight pineapple detection network based on YOLOv7-tiny for agricultural robot system. Comput. Electron. Agric. 231: 109944 (2025)
[j973]Jiehao Li
, Tao Zhang
, Qunfei Luo, Shan Zeng, Xiwen Luo, C. L. Philip Chen, Chenguang Yang:
A lightweight palm fruit detection network for harvesting equipment integrates binocular depth matching. Comput. Electron. Agric. 233: 110061 (2025)
[j972]Jiehao Li
, Hongkai Chen, Jiahuan Lu, Shan Zeng, Xiwen Luo, C. L. Philip Chen, Chenguang Yang:
A small-scale target enhancement framework for aerial pineapple images on accurate agricultural information. Comput. Electron. Agric. 239: 110874 (2025)
[j971]Yuanbo Su, Qihe Shan, Tieshan Li, C. L. Philip Chen:
Event-based nonsingular fixed-time containment control for nonlinear multiagent systems with dynamic uncertainties. Sci. China Inf. Sci. 68(5) (2025)
[j970]Le Yang
, Zelin Yang, Fan Li, C. L. Philip Chen:
Single-layer feedforward neural networks with dynamic width for domain adaptation. Sci. China Inf. Sci. 68(8) (2025)
[j969]Jian Yang, Liangpei Wang, Jiale Han, Philip Chen, Yinlong Yuan
, Zhu Liang Yu, Guoli Yang:
An air combat maneuver decision-making approach using coupled reward in deep reinforcement learning. Complex Intell. Syst. 11(8) (2025)
[j968]Yanting Li, Yiping Gao
, Junwei Jin, Jiaofen Nan, Yinghui Meng, Mengjie Wang, C. L. Philip Chen:
Adaptive weights-based relaxed broad learning system for imbalanced classification. Digit. Signal Process. 156: 104869 (2025)
[j967]Junwei Jin, Xianzheng Zhu, Yun Geng, Jiahang Liu, Yanting Li, Jing Liang, C. L. Philip Chen, Peng Li:
Retargeted broad learning systems for image classification. Digit. Signal Process. 159: 105020 (2025)
[j966]Weiqi Liu, Shuai Sui
, C. L. Philip Chen:
Event-triggered predefined-time output feedback fuzzy adaptive control of permanent magnet synchronous motor systems. Eng. Appl. Artif. Intell. 142: 109882 (2025)
[j965]Xiaotian Gao
, Yu Du
, Shiyuan Han
, Wenxiu Zhao
, Jin Zhou, Tong Zhang, C. L. Philip Chen:
Multi-agent reinforcement learning for vibration control of regenerative active suspension. Eng. Appl. Artif. Intell. 153: 110809 (2025)
[j964]Boyuan Zhu
, Xi Chen, Quan Tang
, C. L. Philip Chen, Fagui Liu:
EK-Net++: Real-time scene text detection with expand kernel distance and Epoch Adaptive Weight. Expert Syst. Appl. 267: 126159 (2025)
[j963]Jing Wang, Luyu Nie, Junwei Duan
, Huimin Zhao, C. L. Philip Chen:
Mixture-of-experts-based broad learning system and its applications. Expert Syst. Appl. 269: 126389 (2025)
[j962]Xinxin Wang
, Bingbing Zhang, Zeshui Xu
, Yong Qin
, C. L. Philip Chen:
An exploration of deep learning for decision making: Methods, applications, and challenges. Expert Syst. Appl. 289: 128406 (2025)
[j961]Zhiwen Yu, Ziyang Dong, Chenchen Yu, Kaixiang Yang, Ziwei Fan, C. L. Philip Chen:
A review on multi-view learning. Frontiers Comput. Sci. 19(7): 197334 (2025)
[j960]Jingwei Tan
, Fagui Liu
, Bin Wang
, Qingbo Wu, C. L. Philip Chen:
EC5: Edge-cloud collaborative computing framework with compressive communication. Future Gener. Comput. Syst. 166: 107715 (2025)
[j959]Zihao Wu, Weijun Huang, Kai Huang, Zhi Liu, Guanyu Lai
, Hanzhen Xiao
, C. L. Philip Chen:
Inversion-based fuzzy adaptive control with prespecifiable tracking accuracy for uncertain hysteretic systems. Fuzzy Sets Syst. 498: 109141 (2025)
[j958]Lei Yan
, Zhi Liu, C. L. Philip Chen, Yun Zhang, Zongze Wu:
Adaptive fuzzy fixed-time bipartite consensus control for stochastic nonlinear multi-agent systems with performance constraints. Fuzzy Sets Syst. 514: 109401 (2025)
[j957]Jianhui Wang, Zikai Hu, Yiting Chen, Zhi Liu, C. L. Philip Chen, Kairui Chen
:
Self-triggered fuzzy fault-tolerant adaptive containment control for nonlinear multi-agent systems with uncertain control gains. Fuzzy Sets Syst. 518: 109504 (2025)
[j956]Jiacheng Li
, Wenhui Ma
, Yangwang Fang
, Dengxiu Yu
, C. L. Philip Chen
:
Collision-Free Maneuvering for a UAV Swarm Based on Parallel Control. IEEE CAA J. Autom. Sinica 12(4): 761-775 (2025)
[j955]Jianhui Wang
, Jiarui Liu
, C. L. Philip Chen
, Zhi Liu
, Kairui Chen
:
Observer-Based Practical Prescribed-Time Consensus Tracking Control for Multiagent Systems with Unknown Virtual Control Coefficients. IEEE CAA J. Autom. Sinica 12(12): 2541-2552 (2025)
[j954]Bingshu Wang
, Ze Wang, Wenjie Liu, Xiaoshui Huang, C. L. Philip Chen, Yue Zhao
:
DDSR-Net: Direct Document Shadow Removal Leveraging Multi-scale Attention. Mach. Intell. Res. 22(3): 452-465 (2025)
[j953]Jun Ning, Yifan Ma, Tieshan Li
, C. L. Philip Chen:
Quantized-States-Based Fuzzy Adaptive Course Tracking Control of an Unmanned Surface Vehicle with Input and State Quantization. Int. J. Fuzzy Syst. 27(2): 451-462 (2025)
[j952]Siwen Liu, Xiaoyang Gao, Yang Xiao
, Huanqing Wang
, Tieshan Li
, C. L. Philip Chen:
Adaptive Fixed-Time Command-Filtered Fuzzy Control for Nonlinear Stochastic Systems Subject to Saturating Input and Its Application to the Electromechanical System. Int. J. Fuzzy Syst. 27(3): 950-965 (2025)
[j951]Lei Yan
, Zhi Liu, C. L. Philip Chen, Yun Zhang, Zongze Wu:
Adaptive optimal consensus of nonlinear multi-agent systems with unknown dynamics using off-policy integral reinforcement learning. Neurocomputing 621: 129185 (2025)
[j950]Ximin Li, An Yan
, Shengqi Zhu, Dengxiu Yu, C. L. Philip Chen:
Neural-network-based adaptive fixed-time control for stochastic multi-agent systems. Neurocomputing 627: 129538 (2025)
[j949]Hongyu Guan, Shuai Sui
, Yuchao Sui, C. L. Philip Chen
:
NN-based adaptive event-triggered predefined time control of flexible joint robot with full-state error constraints. Neurocomputing 631: 129658 (2025)
[j948]Wing W. Y. Ng
, Xuyu Liu, Xing Tian
, Ting Wang, Jianjun Zhang, C. L. Philip Chen:
Broad hashing for image retrieval. Neurocomputing 636: 130031 (2025)
[j947]Wentai Wu
, Ligang He, Weiwei Lin
, Jinyi Long, Zhiquan Liu, C. L. Philip Chen:
Towards imbalanced regression over distributionally biased data: A fast static approach. Inf. Softw. Technol. 188: 107897 (2025)
[j946]Hao Li
, Shiyuan Han
, Min Yang, Jie Liu, Jin Zhou
, Tong Zhang
, C. L. Philip Chen
:
Dynamic Spatial-Temporal Imputation Network With Missing Features for Traffic Data Imputation. IEEE Internet Things J. 12(14): 29005-29017 (2025)
[j945]Zexin Huang
, Zhi Liu, Meijian Tan
, C. L. Philip Chen:
Gaussian belief propagation for dynamic obstacle avoidance and formation control in second-order multi-agent systems. Inf. Sci. 707: 122022 (2025)
[j944]Dongyang Liu, Zhi Liu, Lei Yan, C. L. Philip Chen, Ci Chen:
Predefined-time collision avoidance adaptive leader-follower formation control for nonlinear multiagent systems. Inf. Sci. 709: 122073 (2025)
[j943]Qi Duan, Zhi Liu, Guanyu Lai
, C. L. Philip Chen:
Adaptive fuzzy predefined performance control for nonlinear switched interconnected systems with full-state constraints and actuator faults. Inf. Sci. 717: 122297 (2025)
[j942]Quan Tang
, Fagui Liu
, Dengke Zhang
, Jun Jiang
, Xuhao Tang
, C. L. Philip Chen
:
Increase the sensitivity of moderate examples for semantic image segmentation. Image Vis. Comput. 154: 105357 (2025)
[j941]Chengli Fan, Chunyi Xiao, Tao Xu
, Dengxiu Yu
, C. L. Philip Chen:
Decentralized event-trigger-based predefined-time adaptive control of large-scale nonlinear systems. J. Frankl. Inst. 362(3): 107446 (2025)
[j940]Wenjun Peng, Zhi Liu, C. L. Philip Chen, Zongze Wu:
Flexible prescribed performance control for multiagent systems under DoS attacks and input saturation. J. Frankl. Inst. 362(5): 107576 (2025)
[j939]Yuelei Yu, Shuai Sui, Shaocheng Tong, C. L. Philip Chen:
Fuzzy adaptive event-triggered predefined time control for stochastic nonlinear systems. J. Frankl. Inst. 362(7): 107631 (2025)
[j938]Jianhui Wang, Haoyuan Wang, Yue Zhang, C. L. Philip Chen, Zhi Liu, Chunliang Zhang:
Fixed-time precision formation control of multi-AUVs with assured transient performance. J. Frankl. Inst. 362(7): 107638 (2025)
[j937]Jiguang Peng, Zhi Liu, C. L. Philip Chen, Yun Zhang:
Command filter-based adaptive predefined-time control for nonlinear multi-agent systems under unknown control directions and actuator attacks. J. Frankl. Inst. 362(13): 107855 (2025)
[j936]Jia Long, Tao Xu
, Dengxiu Yu
, C. L. Philip Chen:
Hierarchical dynamic graphical games for optimal leader-follower consensus control. J. Frankl. Inst. 362(14): 108015 (2025)
[j935]Wenshan Bi, Luyao Zhao, Shuai Sui, Zhihong Zhao
, C. L. Philip Chen:
Predefined Time Output-Feedback Consensus Control for Fractional-Order Nonlinear Multi-Agent Systems. J. Syst. Sci. Complex. 38(5): 2007-2027 (2025)
[j934]Yuchen Li
, Chi-Man Vong, C. L. Philip Chen, Shitong Wang:
Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems. Knowl. Based Syst. 310: 112923 (2025)
[j933]Liujian Zhang, Zhiwen Yu
, Kaixiang Yang
, Bin Wang
, C. L. Philip Chen:
Transferable and discriminative broad network for unsupervised domain adaptation. Knowl. Based Syst. 315: 113297 (2025)
[j932]Zhenhao Qin, Dengxiu Yu
, Junwei Jin, C. L. Philip Chen:
Double relaxed broad learning system for image classification. Knowl. Based Syst. 324: 113765 (2025)
[j931]Wuxing Chen, Zhiwen Yu
, Kaixiang Yang
, Jun Jiang
, Fan Zhang, C. L. Philip Chen:
Minimum variance weighted broad cascade network structure for imbalanced classification. Knowl. Based Syst. 324: 113803 (2025)
[j930]Dan Zhang, Tong Zhang, Zhang Tao, C. L. Philip Chen:
Broad learning system based on fractional order optimization. Neural Networks 188: 107468 (2025)
[j929]Jiazhi Zhang
, Yuhu Cheng, C. L. Philip Chen, Hengrui Zhang
, Xuesong Wang:
Diffusion policy distillation for offline reinforcement learning. Neural Networks 190: 107694 (2025)
[j928]Guojie Li
, Zhiwen Yu
, Kaixiang Yang
, C. L. Philip Chen
, Xuelong Li
:
Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph Construction for High-Dimensional Data. IEEE Trans. Pattern Anal. Mach. Intell. 47(2): 1103-1119 (2025)
[j927]Min Gan
, Xiang-Xiang Su, Guang-Yong Chen
, Jing Chen
, C. L. Philip Chen
:
Online Learning Under a Separable Stochastic Approximation Framework. IEEE Trans. Pattern Anal. Mach. Intell. 47(2): 1317-1330 (2025)
[j926]Dengke Zhang
, Quan Tang
, Fagui Liu
, Haiqing Mei
, C. L. Philip Chen
:
Exploring Token-Level Augmentation in Vision Transformer for Semi-Supervised Semantic Segmentation. IEEE Signal Process. Lett. 32: 1885-1889 (2025)
[j925]Peng Xue, Min Gan
, Fang Yuan, Guang-Yong Chen
, C. L. Philip Chen
:
Moving Average-Based Variable Projection for Separable Nonlinear Problems. IEEE Signal Process. Lett. 32: 1900-1904 (2025)
[j924]Guang-Yong Chen, Yi Liao, Xiang-Xiang Su
, Min Gan
, C. L. Philip Chen
:
An Efficient Decoupled Optimization Algorithm for a Class of Regression Models. IEEE Signal Process. Lett. 32: 2788-2792 (2025)
[j923]Zilu Ying
, Wenyu Ke
, Yikui Zhai
, Zhihao Long
, Jianhong Zhou
, Hufei Zhu
, C. L. Philip Chen
:
DiffuSAR: Frequency Domain-Aware Diffusion Model for SAR Image Generation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 11851-11866 (2025)
[j922]Bingshu Wang
, Biqiao Xin
, Qianchen Mao
, Han Zhang
, Laixian Zhang, C. L. Philip Chen
, Yue Zhao
:
LRFNet: Toward Accurate Infrared Small Target Segmentation via Large Effective Receptive Field With Contextual Cues. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 22013-22028 (2025)
[j921]Mengqi Wu
, C. L. Philip Chen
, Bianna Chen
, Tong Zhang
:
Grop: Graph Orthogonal Purification Network for EEG Emotion Recognition. IEEE Trans. Affect. Comput. 16(1): 319-332 (2025)
[j920]Hua Yang
, C. L. Philip Chen
, Bianna Chen
, Tong Zhang
:
Improving the Interpretability Through Maximizing Mutual Information for EEG Emotion Recognition. IEEE Trans. Affect. Comput. 16(2): 744-757 (2025)
[j919]Zihua Xu
, C. L. Philip Chen
, Tong Zhang
:
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG for Major Depressive Disorder Detection. IEEE Trans. Affect. Comput. 16(3): 1592-1605 (2025)
[j918]Chunyu Lei
, C. L. Philip Chen
, Tong Zhang
:
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition. IEEE Trans. Affect. Comput. 16(4): 2788-2802 (2025)
[j917]Mingchen Cai
, C. L. Philip Chen
, Shuzhen Li, Tong Zhang
:
Label Feature Co-Learning for Facial and EEG Emotion Recognition. IEEE Trans. Affect. Comput. 16(4): 3421-3433 (2025)
[j916]Qilin Li
, Tong Zhang
, C. L. Philip Chen
, Xiaowei Zhang
, Bin Hu
:
DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition. IEEE Trans. Affect. Comput. 16(4): 3499-3511 (2025)
[j915]Jian-Qiang Qiu
, Chun-Yang Zhang
, C. L. Philip Chen
:
Prompt Learning for Few-Shot Question Answering via Self-Context Data Augmentation. IEEE Trans. Artif. Intell. 6(3): 589-603 (2025)
[j914]Changping Li
, Bingshu Wang
, Jiangbin Zheng
, Yongjun Zhang
, C. L. Philip Chen
:
Unsigned Road Incidents Detection Using Improved RESNET From Driver-View Images. IEEE Trans. Artif. Intell. 6(5): 1203-1216 (2025)
[j913]Xiaoman Hu
, C. L. Philip Chen
, Tong Zhang
:
Dynamic Broad Metric Learning. IEEE Trans. Artif. Intell. 6(10): 2603-2617 (2025)
[j912]Guojie Li
, Zhiwen Yu
, Kaixiang Yang
, Ziwei Fan
, C. L. Philip Chen
:
Incremental Semisupervised Learning With Adaptive Locality Preservation for High-Dimensional Data. IEEE Trans. Artif. Intell. 6(11): 2990-3004 (2025)
[j911]Chongxing Shi
, C. L. Philip Chen
, Shuzhen Li
, Tong Zhang
:
Functional Connectivity Patterns Learning for EEG-Based Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. 17(3): 480-494 (2025)
[j910]Gui-Huang Zeng
, Yan-Qin Liu
, Chun-Yang Zhang
, Hai-Chun Cai
, C. L. Philip Chen
:
Adaptive Multidocument Summarization Via Graph Representation Learning. IEEE Trans. Cogn. Dev. Syst. 17(4): 759-770 (2025)
[j909]Shuai Sui
, Dongyu Shen
, Wenshan Bi
, Shaocheng Tong
, C. L. Philip Chen
:
Observer-Based Event-Triggered Bipartite Consensus for Nonlinear Multi-Agent Systems: Asymmetric Full-State Constraints. IEEE Trans Autom. Sci. Eng. 22: 168-178 (2025)
[j908]Qidong Liu
, Yue Long
, Tieshan Li
, C. L. Philip Chen
:
Attack Tolerant Fault Detection for CPSs: An Unknown Input Interval Observer Approach. IEEE Trans Autom. Sci. Eng. 22: 1163-1172 (2025)
[j907]Xinyi Lu
, Fang Wang
, Zhi Liu
, Ruiyi Zhu, C. L. Philip Chen
:
Adaptive Fuzzy Fixed-Time Control for Nonlinear Systems With Input and Output Quantization. IEEE Trans Autom. Sci. Eng. 22: 5158-5169 (2025)
[j906]Zhi-Huang Lin, Chun-Yang Zhang
, Xue-Ming Lin
, Huibin Lin
, Gui-Huang Zeng, C. L. Philip Chen
:
Low-Overlap Point Cloud Registration via Correspondence Augmentation. IEEE Trans Autom. Sci. Eng. 22: 9363-9375 (2025)
[j905]Guanyu Lai
, Kai Huang
, Zhi Liu
, Hanzhen Xiao
, C. L. Philip Chen
:
Nussbaum-Based Fixed-Time Tracking Control for Uncertain Nonlinear Systems Driven by Piezoelectric Actuators. IEEE Trans Autom. Sci. Eng. 22: 14880-14891 (2025)
[j904]Zhiwen Yu
, Siyong Huang
, Kaixiang Yang
, Jianming Lv
, C. L. Philip Chen:
Ensemble Approaches for Dynamic Data Stream Classification Under Label Scarcity. IEEE Trans. Big Data 11(6): 3047-3060 (2025)
[j903]Mianfen Lin
, Zhiwen Yu
, Kaixiang Yang
, C. L. Philip Chen:
Hybrid Ensemble Framework for Imbalanced Data Streams With Concept Drift. IEEE Trans. Big Data 11(6): 3430-3442 (2025)
[j902]Zhijie Zhong
, Zhiwen Yu
, Yiyuan Yang
, Weizheng Wang
, Kaixiang Yang
, C. L. Philip Chen:
PatchAD: A Lightweight Patch-Based MLP-Mixer for Time Series Anomaly Detection. IEEE Trans. Big Data 11(6): 3460-3473 (2025)
[j901]Guanyu Lai
, Liang Li
, Yonghua Wang
, Hanzhen Xiao
, C. L. Philip Chen
:
Fixed-Time Adaptive Control With Predefined Tracking Accuracy for Piezoactuators Subject to Stochastic Disturbances. IEEE Trans. Circuits Syst. I Regul. Pap. 72(7): 3543-3555 (2025)
[j900]Xuhao Tang
, Fagui Liu
, Dishi Xu
, Jun Jiang
, Quan Tang
, Bin Wang
, Qingbo Wu
, C. L. Philip Chen
:
LLM-Assisted Reinforcement Learning: Leveraging Lightweight Large Language Model Capabilities for Efficient Task Scheduling in Multi-Cloud Environment. IEEE Trans. Consumer Electron. 71(2): 5631-5644 (2025)
[j899]Bianna Chen
, C. L. Philip Chen
, Tong Zhang
:
Ugan: Uncertainty-Guided Graph Augmentation Network for EEG Emotion Recognition. IEEE Trans. Comput. Soc. Syst. 12(2): 695-707 (2025)
[j898]Weiyi Yao
, C. L. Philip Chen
, Zongyan Zhang
, Tong Zhang
:
AE-AMT: Attribute-Enhanced Affective Music Generation With Compound Word Representation. IEEE Trans. Comput. Soc. Syst. 12(2): 890-904 (2025)
[j897]Yuelei Yu
, Shuai Sui
, Zhihong Zhao
, C. L. Philip Chen
:
Neural-Network-Adaptive Event-Triggered Control for Stochastic Nonlinear Systems With Sensor Attacks. IEEE Trans. Comput. Soc. Syst. 12(5): 2062-2071 (2025)
[j896]Tong Zhang
, Canhui Zhang
, Shuzhen Li
, C. L. Philip Chen
:
From Disagreement to Unity: A Cascade Perspective Network for Subjective Tasks. IEEE Trans. Comput. Soc. Syst. 12(5): 2752-2764 (2025)
[j895]Zongyan Zhang
, C. L. Philip Chen
, Haohan Weng
, Tong Zhang
:
Self-Prompt Guided Image Outpainting Model for Captions Absence in Social Scenes. IEEE Trans. Comput. Soc. Syst. 12(5): 3156-3167 (2025)
[j894]Yan-Jiang Cai
, Hai-Chun Cai
, Chun-Yang Zhang
, C. L. Philip Chen
, Qian-Xi Tang
:
GraphTAN: Temporal Attention Network for Learning Graph-Level Embedding. IEEE Trans. Comput. Soc. Syst. 12(5): 3168-3180 (2025)
[j893]Xuhao Tang
, Fagui Liu
, Bin Wang
, Mengjiao Zhang
, Jun Jiang
, Quan Tang
, Qingbo Wu
, C. L. Philip Chen
:
Cost and Makespan-Aware Task Scheduling With Deep Reinforcement Learning in Multicloud Environments. IEEE Trans. Comput. Soc. Syst. 12(6): 4217-4230 (2025)
[j892]Jiayang Huang
, Chi-Man Vong
, Chen Li
, Leicai Xu
, Zihao Xu
, C. L. Philip Chen
, Chuangquan Chen
:
HSA-Former: Hierarchical Spatial Aggregation Transformer for EEG-Based Emotion Recognition. IEEE Trans. Comput. Soc. Syst. 12(6): 4254-4265 (2025)
[j891]Kaixiang Yang
, Zhijie Zhong
, Song Sun
, Zhiwen Yu
, C. L. Philip Chen
, Tong Zhang
:
LLM40FD: Unlocking the Potential of LLM for Anonymous Zero-Shot Fraud Detection. IEEE Trans. Comput. Soc. Syst. 12(6): 4606-4619 (2025)
[j890]Zheng Cheng
, Guodong Fan
, Jingchun Zhou
, Min Gan
, C. L. Philip Chen
:
FDCE-Net: Underwater Image Enhancement With Embedding Frequency and Dual Color Encoder. IEEE Trans. Circuits Syst. Video Technol. 35(2): 1728-1744 (2025)
[j889]Huibin Lin
, Chun-Yang Zhang
, C. L. Philip Chen
:
Contextual Distribution Alignment via Correlation Contrasting for Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. 35(4): 3619-3632 (2025)
[j888]Guang-Yong Chen
, Wei Dong
, Guodong Fan
, Jian-Nan Su
, Min Gan
, C. L. Philip Chen
:
LPFSformer: Location Prior Guided Frequency and Spatial Interactive Learning for Nighttime Flare Removal. IEEE Trans. Circuits Syst. Video Technol. 35(4): 3706-3718 (2025)
[j887]Guang-Yong Chen
, Chao-Wei Zheng
, Guodong Fan
, Jian-Nan Su
, Min Gan
, C. L. Philip Chen
:
Real-World Image Reflection Removal: An Ultra-High-Definition Dataset and an Efficient Baseline. IEEE Trans. Circuits Syst. Video Technol. 35(5): 4397-4408 (2025)
[j886]Licheng Liu
, Junhao Chen, Tingyun Liu
, C. L. Philip Chen
, Bin Yang
:
Dynamic Graph Regularized Broad Learning With Marginal Fisher Representation for Noisy Data Classification. IEEE Trans. Cybern. 55(1): 50-63 (2025)
[j885]Fei Teng
, Xin Zhang
, Tieshan Li
, Qihe Shan
, C. L. Philip Chen
, Yushuai Li
:
Distributed Resilient Energy Management for Seaport Microgrid Against Stealthy Attacks With Limited Security Defense Resource. IEEE Trans. Cybern. 55(2): 917-926 (2025)
[j884]Yikai Li
, C. L. Philip Chen
, Tong Zhang
:
Co-Training Broad Siamese-Like Network for Coupled-View Semi-Supervised Learning. IEEE Trans. Cybern. 55(4): 1526-1539 (2025)
[j883]C. L. Philip Chen
, Bianna Chen
, Tong Zhang
:
AdamGraph: Adaptive Attention-Modulated Graph Network for EEG Emotion Recognition. IEEE Trans. Cybern. 55(5): 2038-2051 (2025)
[j882]Guangzhu Peng
, Tao Li
, Yuting Guo, Chengguo Liu
, Chenguang Yang
, C. L. Philip Chen
:
Force Observer-Based Motion Adaptation and Adaptive Neural Control for Robots in Contact With Unknown Environments. IEEE Trans. Cybern. 55(5): 2138-2150 (2025)
[j881]Yu Yang
, Shuai Sui
, Tengfei Liu
, C. L. Philip Chen
:
Adaptive Predefined Time Control for Stochastic Switched Nonlinear Systems With Full-State Error Constraints and Input Quantization. IEEE Trans. Cybern. 55(5): 2261-2272 (2025)
[j880]Xu Chen, Zhiwen Yu
, Ziwei Fan, Kaixiang Yang
, C. L. Philip Chen
:
Adaptive Dictionary Learning for Multiview Subspace Clustering. IEEE Trans. Cybern. 55(6): 2833-2843 (2025)
[j879]Junwei Jin, Shaokai Chang, Junwei Duan
, Yanting Li, Weiping Ding
, Zhen Wang, C. L. Philip Chen, Peng Li:
Groupwise Label Enhancement Broad Learning System for Image Classification. IEEE Trans. Cybern. 55(7): 3431-3444 (2025)
[j878]Xiaoman Hu
, C. L. Philip Chen
, Tong Zhang
:
Broad Metric Learning: A Fast and Efficient Discriminative Metric Learning Model. IEEE Trans. Cybern. 55(10): 4675-4688 (2025)
[j877]Meijian Tan
, Zhi Liu
, Ci Chen
, Yaonan Wang
, C. L. Philip Chen
:
Adaptive Optimal Consensus Control for Nonlinear Uncertain Multiagent Systems Under DoS Attacks. IEEE Trans. Cybern. 55(11): 5480-5491 (2025)
[j876]Qi Lai
, Chi-Man Vong
, Sai-Qi Shi, C. L. Philip Chen
:
Towards Precise Weakly Supervised Object Detection via Interactive Contrastive Learning of Context Information. IEEE Trans. Emerg. Top. Comput. Intell. 9(2): 1795-1804 (2025)
[j875]Jun Ning
, Yu Wang
, C. L. Philip Chen
, Tieshan Li
:
Neural Network Observer Based Adaptive Trajectory Tracking Control Strategy of Unmanned Surface Vehicle With Event-Triggered Mechanisms and Signal Quantization. IEEE Trans. Emerg. Top. Comput. Intell. 9(4): 3136-3146 (2025)
[j874]Zhangtianyi Chen
, Junwei Duan
, Jing Wang
, Weiping Ding
, C. L. Philip Chen
:
CC-GBLS: Collaborative-Competitive Representation-Based Graph Regularized Broad Learning System for Osteoporosis Diagnosis. IEEE Trans. Emerg. Top. Comput. Intell. 9(6): 3862-3880 (2025)
[j873]Lin Zhao
, Shuai Sui
, Tengfei Liu
, Chun-Lung Philip Chen
:
Command Filter-Based Predefined-Time Adaptive Fuzzy Control for High-Order Nonlinear Interconnected Systems With Input Quantization. IEEE Trans. Fuzzy Syst. 33(4): 1298-1310 (2025)
[j872]Haijie Wu
, Weiwei Lin
, Yuehong Chen, Fang Shi
, Wangbo Shen
, C. L. Philip Chen
:
Adaptive Incremental Broad Learning System Based on Interval Type-2 Fuzzy Set With Automatic Determination of Hyperparameters. IEEE Trans. Fuzzy Syst. 33(6): 1713-1725 (2025)
[j871]Wuxing Chen
, Kaixiang Yang
, Zhiwen Yu
, Feiping Nie
, C. L. Philip Chen
:
Adaptive Broad Network With Graph-Fuzzy Embedding for Imbalanced Noise Data. IEEE Trans. Fuzzy Syst. 33(6): 1949-1962 (2025)
[j870]Zhijia Zhao
, Kaili Feng, Zhijie Liu
, Lan Wu
, C. L. Philip Chen
, Chenguang Yang:
Fault Tolerant-Based Broad Fuzzy Neural Control for a Flexible Manipulator With Constraints. IEEE Trans. Fuzzy Syst. 33(8): 2641-2651 (2025)
[j869]Jing Wang
, Luyu Nie
, Junwei Duan
, Huimin Zhao
, C. L. Philip Chen
:
MFBLS: A Mixture-of-Experts-Based Fuzzy Broad Learning System for Tackling Imbalanced Datasets. IEEE Trans. Fuzzy Syst. 33(8): 2743-2754 (2025)
[j868]Hong-Yu Yao
, Chun-Yang Zhang
, Qian-Xi Tang
, C. L. Philip Chen
:
Investigating All Uncertainties in Hypergraph Representation Learning and Inference. IEEE Trans. Fuzzy Syst. 33(8): 2867-2881 (2025)
[j867]Qian Kang
, Dengxiu Yu
, C. L. Philip Chen
:
Fuzzy Weighted Regularization for Fractional-Order Nonlinear Multiagent Systems Under Stackelberg-Nash Game. IEEE Trans. Fuzzy Syst. 33(9): 3345-3359 (2025)
[j866]Yi Kong
, Shaocai Yu
, Yuhu Cheng
, C. L. Philip Chen
, Xuesong Wang
:
Joint Classification of Hyperspectral Images and LiDAR Data Based on Candidate Pseudo Labels Pruning and Dual Mixture of Experts. IEEE Trans. Geosci. Remote. Sens. 63: 1-12 (2025)
[j865]Zhengshan Wang
, Long Chen
, Yifei Tian
, Juan He
, C. L. Philip Chen
:
Spatially Enhanced Refined Classifier for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025)
[j864]Zilu Ying
, Yijun Zhou
, Yikui Zhai
, Hufei Zhu
, Hongsheng Zhang
, Pasquale Coscia
, Angelo Genovese
, Fabio Scotti
, Vincenzo Piuri
, C. L. Philip Chen
:
AEGL-Net: Adaptive Multiscale Global-Local Feature Fusion Network for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-19 (2025)
[j863]Yijun Zhou
, Yikui Zhai
, Zilu Ying
, Tingfeng Xian
, Wenlve Zhou
, Zhiheng Zhou
, Xiaolin Tian, Xudong Jia
, Hongsheng Zhang
, C. L. Philip Chen
:
Multimodal Feature Fusion Network With Text Difference Enhancement for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-17 (2025)
[j862]Chen Wang
, Jianhui Wang
, Qing Guo
, Zhi Liu
, C. L. Philip Chen
:
Disturbance Observer-Based Fixed-Time Event-Triggered Control for Networked Electro-Hydraulic Systems With Input Saturation. IEEE Trans. Ind. Electron. 72(2): 1784-1794 (2025)
[j861]Zhijia Zhao
, Yan Weng
, Zhijie Liu
, Chenguang Yang
, C. L. Philip Chen
:
Broad Reinforcement Learning for Adaptive Control of a 2-DOF Helicopter System With Unknown Dead Zone. IEEE Trans. Ind. Electron. 72(4): 3984-3993 (2025)
[j860]Guanghui Wen
, Ying Wan, Jialing Zhou
, Dezhi Zheng, C. L. Philip Chen
:
Distributed Robust Event-Triggered Platooning Control of Connected Vehicles With Uncertain Dynamics: A Neuro-adaptive Approach. IEEE Trans. Ind. Informatics 21(3): 2570-2579 (2025)
[j859]Chaojun Dong
, Hong Zeng
, Ye Li
, Yikui Zhai
, Tianlei Wang
, Xiankun Liu
, Jianhong Zhou
, Hao Quan
, C. L. Philip Chen
:
STSI-YOLOv5: Improved YOLOv5 Combining Slicing Training and Slicing Inference for Dense Workpiece Detection in Industrial Scenes. IEEE Trans. Instrum. Meas. 74: 1-13 (2025)
[j858]Jiehao Li
, Dezhao Zeng
, Qunfei Luo
, Xiwen Luo
, C. L. Philip Chen
, Chenguang Yang
:
Feature Assessment and Enhanced Vertical Constraint Lidar Odometry and Mapping on Quadruped Robot. IEEE Trans. Instrum. Meas. 74: 1-14 (2025)
[j857]Hufei Zhu
, Jie You
, Yikui Zhai
, Ying Xu
, Tianlei Wang
, Yingwen Chen
, Jianhong Zhou
, Pasquale Coscia
, Angelo Genovese
, C. L. Philip Chen
:
DS2A-Former: Battery Surface Defect Segmentation via Dual-Stream Spatial Attention Transformer Network. IEEE Trans. Instrum. Meas. 74: 1-17 (2025)
[j856]Quan Tang
, Chuanjian Liu
, Fagui Liu
, Jun Jiang
, Bowen Zhang
, C. L. Philip Chen
, Kai Han, Yunhe Wang
:
Rethinking Feature Reconstruction via Category Prototype in Semantic Segmentation. IEEE Trans. Image Process. 34: 1036-1047 (2025)
[j855]Xiaoqing Liu
, Zhiwen Yu
, Kaixiang Yang
, Jun Yu
, Huanqiang Zeng
, C. L. Philip Chen:
Enhanced Cross-Modal Hashing via Hybrid Distillation and Structural Refinement. IEEE Trans. Image Process. 34: 7138-7151 (2025)
[j854]Jun Wan
, Min Gan
, Lefei Zhang
, Jie Zhou
, Jun Liu
, Bo Du
, C. L. Philip Chen
:
Fine-Grained Image Captioning by Ranking Diffusion Transformer. IEEE Trans. Image Process. 34: 8332-8344 (2025)
[j853]Yuanbo Su
, Fei Teng
, Tieshan Li
, Hongjing Liang
, C. L. Philip Chen
:
Fuzzy-Based Optimal Control for an Underactuated Surface Vessel With User-Specified Performance. IEEE Trans. Intell. Transp. Syst. 26(5): 7036-7050 (2025)
[j852]Jun Ning
, Yifan Ma
, C. L. Philip Chen
:
Event-Triggered-Based Distributed Formation Cooperative Tracking Control of Under-Actuated Unmanned Surface Vehicles With Input and State Quantization. IEEE Trans. Intell. Transp. Syst. 26(5): 7081-7097 (2025)
[j851]Shuzhen Li
, Tong Zhang
, C. L. Philip Chen
:
Cyclic Data Distillation Semi-Supervised Learning for Multi-Modal Emotion Recognition. IEEE Trans. Knowl. Data Eng. 37(9): 5078-5092 (2025)
[j850]Qianzhi Ye
, Jia Zhang
, Hanrui Wu
, Tianlong Gu
, C. L. Philip Chen
, Jinyi Long
:
SMLE: Semi-Supervised Multi-Label Learning with Label Enhancement. IEEE Trans. Knowl. Data Eng. 37(9): 5613-5626 (2025)
[j849]Yongkang Gong
, Haipeng Yao
, Zehui Xiong
, C. L. Philip Chen
, Dusit Niyato
:
Blockchain-Aided Digital Twin Offloading Mechanism in Space-Air-Ground Networks. IEEE Trans. Mob. Comput. 24(1): 183-197 (2025)
[j848]Zunliang Wang
, Haipeng Yao
, Tianle Mai
, Zhipei Li
, C. L. Philip Chen
:
Learning-Driven Swarm Intelligence: Enabling Deterministic Flows Scheduling in LEO Satellite Networks. IEEE Trans. Mob. Comput. 24(5): 3962-3978 (2025)
[j847]Feiwei Qin
, Gaoyang Zhan, Meie Fang
, C. L. Philip Chen
, Ping Li
:
VGNet: Multimodal Feature Extraction and Fusion Network for 3D CAD Model Retrieval. IEEE Trans. Multim. 27: 1432-1447 (2025)
[j846]Renjie Zhang
, Di Lin
, Xin Wang
, George Baciu
, C. L. Philip Chen
, Ping Li
:
Accurate-PGNet: Learning to Assemble Perceptual Body Parts for Accurate Human Skeleton Establishment. IEEE Trans. Multim. 27: 1706-1721 (2025)
[j845]Wei Wei
, Jingjing Wang
, Jun Du
, Zhengru Fang
, Yong Ren
, C. L. Philip Chen
:
Differential Game-Based Deep Reinforcement Learning in Underwater Target Hunting Task. IEEE Trans. Neural Networks Learn. Syst. 36(1): 462-474 (2025)
[j844]Junwei Duan
, Shiyi Yao, Jiantao Tan, Yang Liu
, Long Chen
, Zhen Zhang
, C. L. Philip Chen
:
Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression. IEEE Trans. Neural Networks Learn. Syst. 36(2): 2946-2957 (2025)
[j843]Shan Gao
, Guangqian Guo
, Hanqiao Huang
, C. L. Philip Chen
:
Go Deep or Broad? Exploit Hybrid Network Architecture for Weakly Supervised Object Classification and Localization. IEEE Trans. Neural Networks Learn. Syst. 36(3): 3976-3989 (2025)
[j842]Jifeng Guo
, C. L. Philip Chen
, Zhulin Liu
, Xixin Yang
:
Dynamic Neural Network Structure: A Review for its Theories and Applications. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4246-4266 (2025)
[j841]Lei Yan
, Junhe Liu, Guanyu Lai
, C. L. Philip Chen
, Zongze Wu
, Zhi Liu
:
Adaptive Critic Learning-Based Optimal Bipartite Consensus for Multiagent Systems With Prescribed Performance. IEEE Trans. Neural Networks Learn. Syst. 36(3): 5417-5427 (2025)
[j840]Liping Yang
, Hongbo Liu
, Daoqiang Sun
, Seán F. McLoone
, Kai Liu
, C. L. Philip Chen
:
Robust Temporal Link Prediction in Dynamic Complex Networks via Stable Gated Models With Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 36(4): 6095-6106 (2025)
[j839]Jifeng Guo
, Zhulin Liu
, C. L. Philip Chen
:
An Incremental-Self-Training-Guided Semi-Supervised Broad Learning System. IEEE Trans. Neural Networks Learn. Syst. 36(4): 7196-7210 (2025)
[j838]Linjun Zhong
, C. L. Philip Chen
, Jifeng Guo
, Tong Zhang
:
Robust Incremental Broad Learning System for Data Streams of Uncertain Scale. IEEE Trans. Neural Networks Learn. Syst. 36(4): 7580-7593 (2025)
[j837]Zhijie Zhong
, Zhiwen Yu
, Ziwei Fan
, C. L. Philip Chen
, Kaixiang Yang
:
Adaptive Memory Broad Learning System for Unsupervised Time Series Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 36(5): 8331-8345 (2025)
[j836]Chen Zhang
, Yingxu Wang
, Xuesong Wang
, C. L. Philip Chen
, Long Chen
, Yuehui Chen
, Tao Du
, Cheng Yang
, Bowen Liu, Jin Zhou
:
Cross-View Representation Learning-Based Deep Multiview Clustering With Adaptive Graph Constraint. IEEE Trans. Neural Networks Learn. Syst. 36(7): 12895-12909 (2025)
[j835]Yuanxin Lin
, Zhiwen Yu
, Kaixiang Yang
, C. L. Philip Chen
:
Ensemble Denoising Autoencoders Based on Broad Learning System for Time-Series Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 36(8): 13913-13926 (2025)
[j834]Renjie Zhang, Di Lin
, Xin Wang, Ruonan Liu, Bin Sheng
, George Baciu
, C. L. Philip Chen
, Ping Li
:
Temporal-Interim Pose Synthesis and Distillation for Dynamic Human Pose Estimation. IEEE Trans. Neural Networks Learn. Syst. 36(8): 14159-14173 (2025)
[j833]Boyuan Yang
, Jinyuan Zhang
, Ruonan Liu
, Di Lin
, Ping Li
, C. L. Philip Chen
:
Point-to-Set Metric-Gated Mixture of Experts for Multisource Domain Adaptation Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 36(8): 14893-14907 (2025)
[j832]Dan Zhang
, Tong Zhang
, C. L. Philip Chen
, Tao Zhang
:
Broad Learning System Based on Fractional Feature Optimization. IEEE Trans. Neural Networks Learn. Syst. 36(8): 15490-15501 (2025)
[j831]Chuanbin Zhang
, Long Chen
, Weiping Ding
, Kai Zhao
, Zhaoyin Shi
, Yingxu Wang, Chun-Lung Philip Chen
:
Scale-Driven Tensor Representation-Based Multiview Clustering. IEEE Trans. Neural Networks Learn. Syst. 36(9): 16223-16237 (2025)
[j830]Yuebin Xu, C. L. Philip Chen
, Mengqi Wu
, Tong Zhang
:
SGB-Net: Scalable Graph Broad Network. IEEE Trans. Neural Networks Learn. Syst. 36(9): 17019-17033 (2025)
[j829]Ye Wang
, Jingjing Wang
, Ruijie Zhu
, Hang Fu
, Jianrui Chen
, C. L. Philip Chen
:
Facilitating Multiagent Coordination Relying on Graph Information Representation. IEEE Trans. Neural Networks Learn. Syst. 36(10): 17929-17940 (2025)
[j828]Licheng Liu
, Qibin Zhang
, Tingyun Liu
, C. L. Philip Chen
:
TC3Net: Transformer and Convolution Coupled Contrastive Network for Single Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 36(10): 17953-17965 (2025)
[j827]Mengqing Ye
, C. L. Philip Chen
, Tong Zhang
:
Hierarchical Dynamic Graph Convolutional Network With Interpretability for EEG-Based Emotion Recognition. IEEE Trans. Neural Networks Learn. Syst. 36(11): 19489-19500 (2025)
[j826]Jiancheng Chi
, Xiaobo Zhou
, Fu Xiao
, Tie Qiu
, C. L. Philip Chen
:
Enhancing Adaptability and Efficiency of Task Offloading by Broad Learning in Industrial IoT. IEEE Trans. Netw. Sci. Eng. 12(1): 263-276 (2025)
[j825]Hanzhen Xiao
, Yang Yang
, Dengxiu Yu
, Guanyu Lai
, C. L. Philip Chen
:
3D Self-Triggered-Organized Communication Topology Based UAV Swarm Consensus System With Distributed Extended State Observer. IEEE Trans. Netw. Sci. Eng. 12(5): 3985-4000 (2025)
[j824]Xi Yao
, Fagui Liu
, Jun Jiang
, Guoxiang Zhong
, C. L. Philip Chen
:
Category-Constrained Broad Recurrent System for Cloud Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 22(5): 5015-5030 (2025)
[j823]Haijie Wu
, Weiwei Lin
, Wangbo Shen
, Xiumin Wang
, C. L. Philip Chen
, Keqin Li
:
Prediction of Heterogeneous Device Task Runtime Based on Edge Server-Oriented Deep Neuro-Fuzzy System. IEEE Trans. Serv. Comput. 18(1): 372-384 (2025)
[j822]Jun Ning
, Yu Wang, Eryue Wang, Lu Liu, C. L. Philip Chen, Shaocheng Tong:
Fuzzy Trajectory Tracking Control of Under-Actuated Unmanned Surface Vehicles With Ocean Current and Input Quantization. IEEE Trans. Syst. Man Cybern. Syst. 55(1): 63-72 (2025)
[j821]Haiquan Zhao
, Xin Lu
, C. L. Philip Chen
:
Generalized Maximum Correntropy Broad Learning System With Robust M-Estimator. IEEE Trans. Syst. Man Cybern. Syst. 55(1): 228-237 (2025)
[j820]Junsheng Zhao
, Bingxin Zhang
, Yangzi Hu, Dengxiu Yu
, Zong-Yao Sun
, C. L. Philip Chen
:
Prescribed Performance-Based Switching Tracking Algorithm for DC-DC Buck Power Converter With Nonaffine Input and Stochastic Disturbance. IEEE Trans. Syst. Man Cybern. Syst. 55(4): 2759-2770 (2025)
[j819]Tao Zhang
, Ming Yang
, Wu Sun, Dengxiu Yu
, C. L. Philip Chen
:
Nonsingular Practical Fixed-Time Adaptive Fuzzy Consensus Control of Nonstrict-Feedback Nonlinear Multiagent Systems With Actuator Fault. IEEE Trans. Syst. Man Cybern. Syst. 55(4): 2834-2845 (2025)
[j818]Bingshu Wang
, Qianchen Mao
, Aifei Liu
, Long Chen
, C. L. Philip Chen
:
DIG: Improved DINO for Graffiti Detection. IEEE Trans. Syst. Man Cybern. Syst. 55(5): 3557-3569 (2025)
[j817]Huawei Liu, Guanghui Wen
, Junjie Fu
, Zhexin Luo, Dezhi Zheng
, C. L. Philip Chen
:
Consensus Tracking of Disturbed Second-Order Multiagent Systems With Actuator Attacks: Reinforcement-Learning-Based Approach. IEEE Trans. Syst. Man Cybern. Syst. 55(8): 5166-5176 (2025)
[j816]Xuesong Wang
, Hengrui Zhang
, Jiazhi Zhang
, C. L. Philip Chen
, Yuhu Cheng
:
PCDT: Pessimistic Critic Decision Transformer for Offline Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Syst. 55(10): 7247-7258 (2025)
[j815]Jianhui Wang
, Jiarui Liu
, Philip Chen
, Kairui Chen
:
Distributed Observer-Based Formation Control for Leader-Follower Multi-UAVs With Collision Avoidance. IEEE Trans. Veh. Technol. 74(8): 11951-11962 (2025)
[c210]Jiecheng Zhang, C. L. Philip Chen, Shuzhen Li, Tong Zhang:
Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection. ACL (1) 2025: 14499-14508
[c209]Yongbin Guo, Shuzhen Li, Zhulin Liu, Tong Zhang, C. L. Philip Chen:
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models. ACL (1) 2025: 31346-31359
[c208]Haohan Weng, Zibo Zhao, Biwen Lei, Xianghui Yang, Jian Liu, Zeqiang Lai, Zhuo Chen, Yuhong Liu, Jie Jiang, Chunchao Guo, Tong Zhang, Shenghua Gao, C. L. Philip Chen:
Scaling Mesh Generation via Compressive Tokenization. CVPR 2025: 11093-11103
[c207]Xin Zhang, Guang-Ze Chen, Shuzhen Li, Zhulin Liu, C. L. Philip Chen, Tong Zhang:
An Orthogonal High-Rank Adaptation for Large Language Models. EMNLP 2025: 18815-18833
[c206]Yubin He, C. L. Philip Chen, Bianna Chen, Tong Zhang:
Enhancing Generalized EEG Classification with Decomposed Statistics-diverse Feature Augmentation. ICASSP 2025: 1-5
[c205]Zepeng Su, Zhulin Liu, Zongyan Zhang, Tong Zhang, C. L. Philip Chen:
TimeBooth: Disentangled Facial Invariant Representation for Diverse and Personalized Face Aging. ICCV 2025: 12147-12157
[c204]Haohan Weng, Yikai Wang, Tong Zhang, C. L. Philip Chen, Jun Zhu:
PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance. ICLR 2025
[c203]Zepeng Su, Zhulin Liu, Zongyan Zhang, Tong Zhang, C. L. Philip Chen:
DMDM: Photorealistic Face Age Transformation by Dual-Modal Collaborative Attention using Diffusion Models. ICME 2025: 1-6
[c202]Gongli Zhang
, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Xiaoman Hu, Bianna Chen:
DiBAN: Dual-Drive Broad Attentive Network for Speech Emotion Recognition. ICME 2025: 1-6
[c201]Jiehao Li, Chenglin Li, Hongkai Chen, Haijun Guo, Xiwen Luo, C. L. Philip Chen, Chenguang Yang:
ARS-SLAM: Accurate Robust Spinning LiDAR SLAM for a Quadruped Robot in Large-Scale Scenario. ICRA 2025: 2635-2641
[c200]Mengqi Wu, C. L. Philip Chen, Tong Zhang:
MoRa: Multi-Graph Orthogonal Representation Adaptation Network for Cross-Subject EEG Emotion Recognition. SMC 2025: 6688-6693
[c199]Bianna Chen, C. L. Philip Chen, Tong Zhang:
InfoGA: Enhancing Generalized EEG Emotion Recognition via Information-Aware Graph Augmentation. SMC 2025: 6694-6699
[c198]Zihua Xu, C. L. Philip Chen, Tong Zhang:
CoDD: Convenient-Oriented Depression Detection from Few-Channel EEG with Channel Reconstruction. SMC 2025: 7207-7212
[i54]Ziyang Chen, Yongjun Zhang, Wenting Li, Bingshu Wang, Yabo Wu, Yong Zhao, C. L. Philip Chen:
Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer. CoRR abs/2501.01023 (2025)
[i53]Chunyu Lei, Guang-Ze Chen, C. L. Philip Chen, Tong Zhang:
Online-BLS: An Accurate and Efficient Online Broad Learning System for Data Stream Classification. CoRR abs/2501.16932 (2025)
[i52]Jiaxin Guo, C. L. Philip Chen, Shuzhen Li, Tong Zhang:
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning. CoRR abs/2502.00305 (2025)
[i51]Tong Zhang, Shu Shen, C. L. Philip Chen:
MICINet: Multi-Level Inter-Class Confusing Information Removal for Reliable Multimodal Classification. CoRR abs/2502.19674 (2025)
[i50]Dengke Zhang, Quan Tang, Fagui Liu, Haiqing Mei, C. L. Philip Chen:
Exploring Token-Level Augmentation in Vision Transformer for Semi-Supervised Semantic Segmentation. CoRR abs/2503.02459 (2025)
[i49]Haiqi Liu, C. L. Philip Chen, Tong Zhang:
FACE: Few-shot Adapter with Cross-view Fusion for Cross-subject EEG Emotion Recognition. CoRR abs/2503.18998 (2025)
[i48]Pu-Chun Liu, C. L. Philip Chen, Yubin He, Tong Zhang:
CRIA: A Cross-View Interaction and Instance-Adapted Pre-training Framework for Generalizable EEG Representations. CoRR abs/2506.16056 (2025)
[i47]Wenjie Liu, Bingshu Wang, Ze Wang, C. L. Philip Chen:
DocShaDiffusion: Diffusion Model in Latent Space for Document Image Shadow Removal. CoRR abs/2507.01422 (2025)
[i46]Xiaoyang Zhang, Guodong Fan, Guang-Yong Chen, Zhen Hua, Jinjiang Li, Min Gan
, C. L. Philip Chen:
Wavelet-Guided Dual-Frequency Encoding for Remote Sensing Change Detection. CoRR abs/2508.05271 (2025)
[i45]Shu Shen, C. L. Philip Chen, Tong Zhang:
AIM: Adaptive Intra-Network Modulation for Balanced Multimodal Learning. CoRR abs/2508.19769 (2025)
[i44]Yijun Zhou, Yikui Zhai, Zilu Ying, Tingfeng Xian, Wenlve Zhou, Zhiheng Zhou, Xiaolin Tian, Xudong Jia, Hongsheng Zhang, C. L. Philip Chen:
Multimodal Feature Fusion Network with Text Difference Enhancement for Remote Sensing Change Detection. CoRR abs/2509.03961 (2025)
[i43]Longtao Jiang, Mingfei Han, Philip Chen, Yongqiang Yu, Feng Zhao, Xiaojun Chang, Zhihui Li:
Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models. CoRR abs/2509.23919 (2025)
[i42]Zhijie Zhong, Zhiwen Yu, Kaixiang Yang, C. L. Philip Chen:
Labels Matter More Than Models: Quantifying the Benefit of Supervised Time Series Anomaly Detection. CoRR abs/2511.16145 (2025)
[i41]Qilin Li, C. L. Philip Chen, Tong Zhang:
Memo2496: Expert-Annotated Dataset and Dual-View Adaptive Framework for Music Emotion Recognition. CoRR abs/2512.13998 (2025)
[i40]Zhijie Zhong, Zhiwen Yu, Pengyu Li, Jianming Lv, C. L. Philip Chen, Min Chen:
PathFinder: Advancing Path Loss Prediction for Single-to-Multi-Transmitter Scenario. CoRR abs/2512.14150 (2025)
[i39]Juze Zhang, Philip Chen, Xin Chen, Heng Yu, Tiange Xiang, Ali Sartaz Khan, Shrinidhi K. Lakshmikanth, Ehsan Adeli:
ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body. CoRR abs/2512.14234 (2025)- 2024
[j814]Wuxing Chen, Kaixiang Yang, Zhiwen Yu, Yifan Shi, C. L. Philip Chen:
A survey on imbalanced learning: latest research, applications and future directions. Artif. Intell. Rev. 57(6): 137 (2024)
[j813]Lanxin Wang, Yue Long
, Tieshan Li, Hanqing Yang
, C. L. Philip Chen:
Asynchronous attack tolerant control for Markov jump cyber-physical systems under hybrid cyber-attacks. Appl. Math. Comput. 470: 128583 (2024)
[j812]Shuai Sui
, Yuelei Yu, Shaocheng Tong, C. L. Philip Chen:
Event-triggered robust fuzzy adaptive control for non-strict feedback nonlinear system with prescribed performance. Appl. Math. Comput. 474: 128701 (2024)
[j811]Yanting Li, Shuai Wang, Junwei Jin, Hongwei Tao, Chuang Han
, C. L. Philip Chen:
Hybrid density-based adaptive weighted collaborative representation for imbalanced learning. Appl. Intell. 54(5): 4334-4351 (2024)
[j810]Yanting Li
, Junwei Jin, Hongwei Tao, Yang Xiao
, Jing Liang, C. L. Philip Chen:
Complemented subspace-based weighted collaborative representation model for imbalanced learning. Appl. Soft Comput. 153: 111319 (2024)
[j809]Yanting Li, Junwei Jin
, Yun Geng, Yang Xiao
, Jing Liang, C. L. Philip Chen:
Discriminative elastic-net broad learning systems for visual classification. Appl. Soft Comput. 155: 111445 (2024)
[j808]Kaixin Lu, Zhi Liu, Haoyong Yu, C. L. Philip Chen, Yun Zhang:
A small-gain approach to inverse optimal adaptive control of nonlinear systems with unmodeled dynamics. Autom. 159: 111360 (2024)
[j807]Zhijia Zhao, Jian Zhang, Zhijie Liu, Han-Xiong Li
, C. L. Philip Chen:
Event-triggered adaptive neural fault-tolerant control for a 2-DOF helicopter system with prescribed performance. Autom. 162: 111511 (2024)
[j806]Zhijia Zhao, Jiale Wu, Zhijie Liu, Wei He, C. L. Philip Chen:
Adaptive neural network control of a 2-DOF helicopter system considering input constraints and global prescribed performance. Sci. China Inf. Sci. 67(7) (2024)
[j805]Zhijia Zhao, Jiale Wu, Zhijie Liu, Wei He, C. L. Philip Chen:
Erratum to: Adaptive neural network control of a 2-DOF helicopter system considering input constraints and global prescribed performance. Sci. China Inf. Sci. 67(12) (2024)
[j804]Yancheng Yan, Jianhui Wang, Jiarui Liu, C. L. Philip Chen, Zhi Liu, Chunliang Zhang:
Adaptive fuzzy prescribed settling time consensus control for multi-agent systems with input hysteresis via dynamic event-triggered mechanism. Commun. Nonlinear Sci. Numer. Simul. 129: 107719 (2024)
[j803]Yida Dong
, Xuesong Liu
, Tieshan Li
, C. L. Philip Chen
:
Evolutionary game dynamics of multi-agent systems using local information considering hide right. Complex Intell. Syst. 10(1): 917-925 (2024)
[j802]Shuteng Hu, Guodong Fan
, Jingchun Zhou, Jinfu Fan, Min Gan
, C. L. Philip Chen:
Hybrid network via key feature fusion for image restoration. Eng. Appl. Artif. Intell. 137: 109236 (2024)
[j801]Yanting Li
, Shuai Wang, Junwei Jin
, Fubao Zhu, Liang Zhao
, Jing Liang, C. L. Philip Chen:
Imbalanced complemented subspace representation with adaptive weight learning. Expert Syst. Appl. 249: 123555 (2024)
[j800]Hao Li
, Jie Liu
, Shiyuan Han
, Jin Zhou, Tong Zhang, C. L. Philip Chen:
STFGCN: Spatial-temporal fusion graph convolutional network for traffic prediction. Expert Syst. Appl. 255: 124648 (2024)
[j799]Xuhao Tang
, Fagui Liu
, Bin Wang
, Dishi Xu
, Jun Jiang
, Qingbo Wu
, C. L. Philip Chen
:
Workflow scheduling based on asynchronous advantage actor-critic algorithm in multi-cloud environment. Expert Syst. Appl. 258: 125245 (2024)
[j798]Licheng Zhao, Yi Zuo, Wenjun Zhang, Tieshan Li, C. L. Philip Chen:
End-to-end model-based trajectory prediction for ro-ro ship route using dual-attention mechanism. Frontiers Comput. Neurosci. 18 (2024)
[j797]Yancheng Yan, Tieshan Li, Jianhui Wang, C. L. Philip Chen, Hongjing Liang:
Fuzzy prescribed-time self-triggered consensus control for nonlinear multi-agent systems with dead-zone output. Fuzzy Sets Syst. 492: 109071 (2024)
[j796]Meilin Li
, Yue Long
, Tieshan Li
, Hongjing Liang
, C. L. Philip Chen
:
Dynamic Event-Triggered Consensus Control for Input Constrained Multi-Agent Systems with a Designable Minimum Inter-Event Time. IEEE CAA J. Autom. Sinica 11(3): 649-660 (2024)
[j795]Yuanxin Lin
, Zhiwen Yu
, Kaixiang Yang
, Ziwei Fan
, C. L. Philip Chen
:
Boosting Adaptive Weighted Broad Learning System for Multi-Label Learning. IEEE CAA J. Autom. Sinica 11(11): 2204-2219 (2024)
[j794]Tao Chen
, Lijie Wang
, Yang Liu, C. L. Philip Chen:
Double-kernel based Bayesian approximation broad learning system with dropout. Neurocomputing 610: 128533 (2024)
[j793]Wenshan Bi, Shuai Sui, Shaocheng Tong, C. L. Philip Chen:
Practical fixed-time neural control for MIMO non-strict feedback nonlinear systems: an adaptive neural network approach. Int. J. Syst. Sci. 55(11): 2325-2336 (2024)
[j792]Hufei Zhu
, Zhulin Liu
, C. L. Philip Chen
, Yanyang Liang
:
An efficient implementation to compute the pseudoinverse for the incremental broad learning system on added inputs. Int. J. Wavelets Multiresolution Inf. Process. 22(6): 2450026:1-2450026:16 (2024)
[j791]Tong Zhang, Qilin Li
, Jingtao Wen, C. L. Philip Chen:
Enhancement and optimisation of human pose estimation with multi-scale spatial attention and adversarial data augmentation. Inf. Fusion 111: 102522 (2024)
[j790]Zhuangbi Lin, Junhe Liu, C. L. Philip Chen, Guanyu Lai
, Zongze Wu, Zhi Liu:
Distributed fuzzy inverse optimal fixed-time control for uncertain multi-agent systems. Inf. Sci. 652: 119670 (2024)
[j789]Guoxiang Zhong
, Fagui Liu, Jun Jiang
, Bin Wang, C. L. Philip Chen
:
Refining one-class representation: A unified transformer for unsupervised time-series anomaly detection. Inf. Sci. 656: 119914 (2024)
[j788]Lei Yan
, Zhi Liu, C. L. Philip Chen, Yun Zhang, Zongze Wu:
Adaptive fixed-time inverse optimal consensus of multi-agent systems with limited-time interval state constraints. Inf. Sci. 661: 119884 (2024)
[j787]Wenjun Peng, Licheng Zheng, C. L. Philip Chen, Zongze Wu, Zhi Liu:
Adaptive fixed-time consensus control of nonlinear multiagent systems with dead-zone output. Inf. Sci. 661: 119998 (2024)
[j786]Jianhui Wang
, Yushen Wu
, C. L. Philip Chen, Zhi Liu, Wenqiang Wu
:
Adaptive PI event-triggered control for MIMO nonlinear systems with input delay. Inf. Sci. 677: 120817 (2024)
[j785]Hanzhen Xiao
, Guanyu Lai
, Yun Zhang, Dengxiu Yu, C. L. Philip Chen:
Incremental swarm coordination control with self-triggered-organized topology and predictive-based control method. Inf. Sci. 678: 120969 (2024)
[j784]Guoliang He, Dawei Jin
, Wenjun Jiang, Zongkun Zhao, Lifang Dai, Zhiwen Yu
, C. L. Philip Chen:
Efficient semi-supervised clustering with pairwise constraint propagation for multivariate time series. Inf. Sci. 681: 121233 (2024)
[j783]Jiaze Chen, Qihe Shan
, Yuanyuan Xu, Tieshan Li, C. L. Philip Chen:
Generalized fuzzy hyperbolic model based ship course system control in the presence of complex noise. J. Frankl. Inst. 361(1): 501-512 (2024)
[j782]Aoqi Liu, Guanyu Lai
, Hanzhen Xiao
, Zhi Liu, Yun Zhang, C. L. Philip Chen:
Resilient adaptive trajectory tracking control for uncalibrated visual servoing systems with unknown actuator failures. J. Frankl. Inst. 361(1): 526-542 (2024)
[j781]Fukang Jia
, Junhe Liu, C. L. Philip Chen, Zongze Wu, Zhi Liu:
Distributed adaptive consensus for nonlinear multi-agent systems under event-triggered communication using a polynomial approach. J. Frankl. Inst. 361(6): 106656 (2024)
[j780]Peiyun Ye, Qihe Shan
, Tieshan Li, C. L. Philip Chen:
Practical time-varying formation-containment tracking for nonlinear multi-agent systems with general noise. J. Frankl. Inst. 361(8): 106822 (2024)
[j779]Jiguang Peng, Hanzhen Xiao
, Guanyu Lai
, C. L. Philip Chen:
Consensus formation control of wheeled mobile robots with mixed disturbances under input constraints. J. Frankl. Inst. 361(18): 107300 (2024)
[j778]Hao Xu, Dengxiu Yu, Shuai Sui, Bowen Xu, C. L. Philip Chen:
A Practical Predefined-Time Stability Criterion and Its Application to Uncertain Nonlinear Systems. J. Syst. Sci. Complex. 37(6): 2556-2578 (2024)
[j777]Shuteng Hu, Zheng Cheng, Guodong Fan
, Min Gan
, C. L. Philip Chen:
Texture-aware and color-consistent learning for underwater image enhancement. J. Vis. Commun. Image Represent. 98: 104051 (2024)
[j776]Hanzhen Xiao
, Canghao Chen
, Guidong Zhang
, C. L. Philip Chen:
Reinforcement learning-driven dynamic obstacle avoidance for mobile robot trajectory tracking. Knowl. Based Syst. 297: 111974 (2024)
[j775]Boyuan Zhu
, Fagui Liu, Xi Chen, Quan Tang
, C. L. Philip Chen:
ACP-Net: Asymmetric Center Positioning Network for Real-Time Text Detection. Knowl. Based Syst. 305: 112603 (2024)
[j774]Huibin Lin, Hai-Tao Fu, Chun-Yang Zhang
, C. L. Philip Chen:
A new robust contrastive learning for unsupervised person re-identification. Int. J. Mach. Learn. Cybern. 15(5): 1779-1793 (2024)
[j773]Yanting Li, Shuai Wang, Junwei Jin, Hongwei Tao, Jiaofen Nan, Huaiguang Wu, C. L. Philip Chen:
Density-Based Discriminative Nonnegative Representation Model for Imbalanced Classification. Neural Process. Lett. 56(2): 95 (2024)
[j772]Jian-Nan Su
, Guodong Fan
, Min Gan
, Guang-Yong Chen
, Wenzhong Guo
, C. L. Philip Chen
:
Revealing the Dark Side of Non-Local Attention in Single Image Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 11476-11490 (2024)
[j771]Junhong Chen, Hong Li, C. L. Philip Chen:
Boosting sharpness-aware training with dynamic neighborhood. Pattern Recognit. 153: 110496 (2024)
[j770]Hong-Yu Yao
, Chun-Yang Zhang
, Zhiliang Yao, C. L. Philip Chen, Junfeng Hu:
A recurrent graph neural network for inductive representation learning on dynamic graphs. Pattern Recognit. 154: 110577 (2024)
[j769]Yikui Zhai
, Zhihao Long
, Wenfeng Pan
, C. L. Philip Chen
:
Mutual Information Compensation for High-Fidelity Image Generation With Limited Data. IEEE Signal Process. Lett. 31: 2145-2149 (2024)
[j768]Bingshu Wang
, Yuhao Xing
, Ning Wang
, C. L. Philip Chen
:
Monitoring Waste From Uncrewed Aerial Vehicles and Satellite Imagery Using Deep Learning Techniques: A Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 20064-20079 (2024)
[j767]Meng Luan
, Guanghui Wen
, Yuezu Lv
, Jialing Zhou
, C. L. Philip Chen
:
Distributed Constrained Optimization Over Unbalanced Time-Varying Digraphs: A Randomized Constraint Solving Algorithm. IEEE Trans. Autom. Control. 69(8): 5154-5167 (2024)
[j766]Guang-Yong Chen
, Xiang-Xiang Su
, Min Gan
, Wenzhong Guo
, C. L. Philip Chen
:
Robust Variable Projection Algorithm for the Identification of Separable Nonlinear Models. IEEE Trans. Autom. Control. 69(9): 6293-6300 (2024)
[j765]Shuai Sui
, C. L. Philip Chen
, Shaocheng Tong
:
Command Filter-Based Predefined Time Adaptive Control for Nonlinear Systems. IEEE Trans. Autom. Control. 69(11): 7863-7870 (2024)
[j764]Jiaxin Guo
, C. L. Philip Chen, Shuzhen Li, Tong Zhang:
Deuce: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning. Trans. Assoc. Comput. Linguistics 12: 1736-1754 (2024)
[j763]Tianpeng Huang
, Tieshan Li
, C. L. Philip Chen
, Yanan Li
:
Attitude Stabilization for a Quadrotor Using Adaptive Control Algorithm. IEEE Trans. Aerosp. Electron. Syst. 60(1): 334-347 (2024)
[j762]Bingxiu Liu
, Jifeng Guo
, C. L. Philip Chen
, Xia Wu
, Tong Zhang
:
Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network. IEEE Trans. Affect. Comput. 15(2): 671-684 (2024)
[j761]Xiaojun Li
, C. L. Philip Chen
, Bianna Chen
, Tong Zhang
:
Gusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition. IEEE Trans. Affect. Comput. 15(3): 1451-1462 (2024)
[j760]Bianna Chen
, C. L. Philip Chen
, Tong Zhang
:
GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition. IEEE Trans. Affect. Comput. 15(3): 1739-1753 (2024)
[j759]Xinrong Gong
, C. L. Philip Chen
, Bin Hu
, Tong Zhang
:
CiABL: Completeness-Induced Adaptative Broad Learning for Cross-Subject Emotion Recognition With EEG and Eye Movement Signals. IEEE Trans. Affect. Comput. 15(4): 1970-1984 (2024)
[j758]Hongli Xiao
, Bingshu Wang
, Jiangbin Zheng
, Licheng Liu
, C. L. Philip Chen
:
A Fine-Grained Detector of Face Mask Wearing Status Based on Improved YOLOX. IEEE Trans. Artif. Intell. 5(4): 1816-1830 (2024)
[j757]Chengyuan Zhu
, Yanyun Pu
, Kaixiang Yang
, Qinmin Yang
, C. L. Philip Chen
:
A Novel Visual Transformer for Long-Distance Pipeline Pattern Recognition in Complex Environment. IEEE Trans. Artif. Intell. 5(6): 2933-2945 (2024)
[j756]Junren Pan, Qiankun Zuo
, Bing-Chuan Wang
, C. L. Philip Chen
, Baiying Lei
, Shuqiang Wang
:
DecGAN: Decoupling Generative Adversarial Network for Detecting Abnormal Neural Circuits in Alzheimer's Disease. IEEE Trans. Artif. Intell. 5(10): 5050-5063 (2024)
[j755]Chunyu Lei
, Jifeng Guo
, C. L. Philip Chen
:
ConvBLS: An Effective and Efficient Incremental Convolutional Broad Learning System Combining Deep and Broad Representations. IEEE Trans. Artif. Intell. 5(10): 5075-5089 (2024)
[j754]Yikai Li
, Tong Zhang
, C. L. Philip Chen
:
Broad Siamese Network for Facial Beauty Prediction. IEEE Trans. Artif. Intell. 5(11): 5786-5800 (2024)
[j753]Jiang-Xing Cheng
, Huibin Lin
, Chun-Yang Zhang
, C. L. Philip Chen
:
Unsupervised Domain Adaptation on Point Clouds via High-Order Geometric Structure Modeling. IEEE Trans. Artif. Intell. 5(12): 6121-6133 (2024)
[j752]Kaixiang Yang
, Wuxing Chen
, Yifan Shi
, Zhiwen Yu
, C. L. Philip Chen
:
Simplified Kernel-Based Cost-Sensitive Broad Learning System for Imbalanced Fault Diagnosis. IEEE Trans. Artif. Intell. 5(12): 6629-6644 (2024)
[j751]Chun-Yang Zhang
, Hong-Yu Yao
, C. L. Philip Chen
, Yue-Na Lin
:
Graph Representation Learning via Contrasting Cluster Assignments. IEEE Trans. Cogn. Dev. Syst. 16(3): 912-922 (2024)
[j750]Dan Zhang
, Tieshan Li
, C. L. Philip Chen
, Yi Zuo
:
An Improvement Method of Target Tracking Based on Broad Learning System With Scale and Drift Correction. IEEE Trans. Cogn. Dev. Syst. 16(4): 1260-1273 (2024)
[j749]Ningwei Zhang
, Yuli Zhang
, Shiji Song
, C. L. Philip Chen
:
A Review of Robust Machine Scheduling. IEEE Trans Autom. Sci. Eng. 21(2): 1323-1334 (2024)
[j748]Dengxiu Yu
, Shizhuo Ma
, Yan-Jun Liu
, Zhen Wang
, C. L. Philip Chen
:
Finite-Time Adaptive Fuzzy Backstepping Control for Quadrotor UAV With Stochastic Disturbance. IEEE Trans Autom. Sci. Eng. 21(2): 1335-1345 (2024)
[j747]Jianhui Wang
, Jiarui Liu
, Yonghua Li
, C. L. Philip Chen
, Zhi Liu
, Fangyi Li:
Prescribed Time Fuzzy Adaptive Consensus Control for Multiagent Systems With Dead-Zone Input and Sensor Faults. IEEE Trans Autom. Sci. Eng. 21(3): 4016-4027 (2024)
[j746]Shuai Sui
, Zhuo Liu
, Wenshan Bi
, Shaocheng Tong
, C. L. Philip Chen
:
Neural Network Filter Quantized Control for a Class of Nonlinear Systems With Input and State Quantization. IEEE Trans Autom. Sci. Eng. 21(4): 5802-5811 (2024)
[j745]Chen Wang
, Qing Guo
, Jianhui Wang
, Zhi Liu
, C. L. Philip Chen
:
Fixed-Time Fuzzy Control for Uncertain Nonlinear Systems With Prescribed Performance and Event-Triggered Communication. IEEE Trans. Circuits Syst. I Regul. Pap. 71(5): 2362-2371 (2024)
[j744]Wei Wang
, Xiaoyang Gao
, Tieshan Li
, Yang Wang, C. L. Philip Chen
:
Observer-Based Platoon Formation Control With Prescribed Performance Guarantees for Unmanned Surface Vehicles in Presence of Nonsmooth Input Characteristics. IEEE Trans. Circuits Syst. II Express Briefs 71(3): 1226-1230 (2024)
[j743]Siwen Liu
, Tieshan Li
, Yang Xiao
, Huanqing Wang
, Xiaoyang Gao
, C. L. Philip Chen
:
Fixed-Time Dynamic Surface-Based Adaptive Composite Control for Nonlinear Systems and Its Application to the RLC Circuit. IEEE Trans. Circuits Syst. II Express Briefs 71(6): 3206-3210 (2024)
[j742]Senrong You, Bin Yuan, Zhihan Lyu
, Charles K. Chui, C. L. Philip Chen
, Baiying Lei
, Shuqiang Wang
:
Generative AI Enables Synthesizing Cross-Modality Brain Image via Multi-Level-Latent Representation Learning. IEEE Trans. Computational Imaging 10: 1152-1164 (2024)
[j741]Chun-Yang Zhang
, Wu-Peng Fang, Hai-Chun Cai
, C. L. Philip Chen
, Yue-Na Lin
:
Sparse Graph Transformer With Contrastive Learning. IEEE Trans. Comput. Soc. Syst. 11(1): 892-904 (2024)
[j740]Xinrong Gong
, C. L. Philip Chen
, Tong Zhang
:
Cross-Cultural Emotion Recognition With EEG and Eye Movement Signals Based on Multiple Stacked Broad Learning System. IEEE Trans. Comput. Soc. Syst. 11(2): 2014-2025 (2024)
[j739]Can Qiu
, Dengxiu Yu
, Zhen Wang
, C. L. Philip Chen
:
Teacher-Guided Peer Learning With Continuous Action Iterated Dilemma Based on Incremental Network. IEEE Trans. Comput. Soc. Syst. 11(3): 3616-3626 (2024)
[j738]Yue-Na Lin
, Hai-Chun Cai
, Chun-Yang Zhang
, C. L. Philip Chen
:
Multiple Views to Free Graph Augmentations. IEEE Trans. Comput. Soc. Syst. 11(3): 3920-3930 (2024)
[j737]Tong Zhang
, Yelin Chen
, Shuzhen Li
, Xiping Hu
, C. L. Philip Chen
:
TT-GCN: Temporal-Tightly Graph Convolutional Network for Emotion Recognition From Gaits. IEEE Trans. Comput. Soc. Syst. 11(3): 4300-4314 (2024)
[j736]Mengqing Ye
, C. L. Philip Chen
, Wenming Zheng
, Tong Zhang
:
Adaptive Dual-Space Network With Multigraph Fusion for EEG-Based Emotion Recognition. IEEE Trans. Comput. Soc. Syst. 11(5): 5763-5774 (2024)
[j735]Shuzhen Li
, Tong Zhang
, C. L. Philip Chen
:
SIA-Net: Sparse Interactive Attention Network for Multimodal Emotion Recognition. IEEE Trans. Comput. Soc. Syst. 11(5): 6782-6794 (2024)
[j734]Shuo Ye
, Yu Wang, Qinmu Peng
, Xinge You
, C. L. Philip Chen
:
The Image Data and Backbone in Weakly Supervised Fine-Grained Visual Categorization: A Revisit and Further Thinking. IEEE Trans. Circuits Syst. Video Technol. 34(1): 2-16 (2024)
[j733]Guang-Yong Chen
, Wu-Ding Weng
, Jian-Nan Su
, Min Gan
, C. L. Philip Chen
:
Dynamic Degradation Intensity Estimation for Adaptive Blind Super-Resolution: A Novel Approach and Benchmark Dataset. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4762-4772 (2024)
[j732]Fei Chu
, Tao Liang
, C. L. Philip Chen
, Xuesong Wang
, Xiaoping Ma
:
Compact Broad Learning System Based on Fused Lasso and Smooth Lasso. IEEE Trans. Cybern. 54(1): 435-448 (2024)
[j731]Zhen Wang
, Xiaoyue Jin
, Tao Zhang
, Jiahao Li, Dengxiu Yu
, Kang Hao Cheong
, C. L. Philip Chen
:
Expert System-Based Multiagent Deep Deterministic Policy Gradient for Swarm Robot Decision Making. IEEE Trans. Cybern. 54(3): 1614-1624 (2024)
[j730]Qiankun Zuo
, Huisi Wu
, C. L. Philip Chen
, Baiying Lei
, Shuqiang Wang
:
Prior-Guided Adversarial Learning With Hypergraph for Predicting Abnormal Connections in Alzheimer's Disease. IEEE Trans. Cybern. 54(6): 3652-3665 (2024)
[j729]Shuai Sui
, Ziqi Bai
, Shaocheng Tong
, C. L. Philip Chen
:
Nonsingular Fixed-Time Asymptotic Consensus for Nonlinear Nonstrict-Feedback MASs. IEEE Trans. Cybern. 54(8): 4738-4748 (2024)
[j728]Changhong Jing, Yanyan Shen
, Shen Zhao, Yi Pan
, C. L. Philip Chen
, Baiying Lei
, Shuqiang Wang
:
Estimating Addiction-Related Brain Connectivity by Prior-Embedding Graph Generative Adversarial Networks. IEEE Trans. Cybern. 54(9): 5026-5039 (2024)
[j727]Jifeng Guo
, C. L. Philip Chen
:
A Robust Semi-Supervised Broad Learning System Guided by Ensemble-Based Self-Training. IEEE Trans. Cybern. 54(11): 6410-6422 (2024)
[j726]Tianpeng Deng
, Yanqi Huang
, Guoqiang Han
, Zhenwei Shi
, Jiatai Lin, Qi Dou
, Zaiyi Liu
, Xiao-jing Guo, C. L. Philip Chen
, Chu Han
:
FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification. IEEE Trans. Cybern. 54(12): 7851-7864 (2024)
[j725]Zhaoyin Shi
, Long Chen
, Weiping Ding
, Xiaopin Zhong
, Zongze Wu
, Guang-Yong Chen, Chuanbin Zhang
, Yingxu Wang, C. L. Philip Chen
:
IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering. IEEE Trans. Cybern. 54(12): 7955-7968 (2024)
[j724]Qi Lai
, Jianhang Zhou
, Yanfen Gan, Chi-Man Vong
, C. L. Philip Chen
:
Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 828-839 (2024)
[j723]Ling Huang
, Can-Rong Guan
, Zhen-Wei Huang
, Yuefang Gao
, Chang-Dong Wang
, C. L. Philip Chen
:
Broad Recommender System: An Efficient Nonlinear Collaborative Filtering Approach. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2843-2857 (2024)
[j722]Xiao-Kai Cao
, Man-Sheng Chen
, Chang-Dong Wang
, Jian-Huang Lai
, Qiong Huang
, C. L. Philip Chen
:
Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming Data. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 3152-3165 (2024)
[j721]Shuai Sui
, Dongyu Shen
, Shaocheng Tong
, C. L. Philip Chen
:
State-Observer-Based Adaptive Fuzzy Event-Triggered Formation Control for Nonlinear Multiagent System. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3327-3338 (2024)
[j720]Yuanbo Su
, Qihe Shan
, Tieshan Li
, C. L. Philip Chen
:
Variable Separation-Based Fuzzy Optimal Control for Multiagent Systems in Nonstrict-Feedback Form. IEEE Trans. Fuzzy Syst. 32(2): 547-561 (2024)
[j719]Shuai Sui
, Ziqi Bai
, Shaocheng Tong
, C. L. Philip Chen
:
Finite-Time Adaptive Fuzzy Event-Triggered Consensus Control for High-Order MIMO Nonlinear MASs. IEEE Trans. Fuzzy Syst. 32(2): 671-682 (2024)
[j718]Lei Yan
, Junhe Liu, C. L. Philip Chen
, Yun Zhang
, Zongze Wu
, Zhi Liu
:
Game-Based Adaptive Fuzzy Optimal Bipartite Containment of Nonlinear Multiagent Systems. IEEE Trans. Fuzzy Syst. 32(3): 1455-1465 (2024)
[j717]Xinyi Lu
, Fang Wang
, Zhi Liu
, C. L. Philip Chen
:
Inverse Optimal Adaptive Fuzzy Output Feedback Control for Nonlinear Systems With Output Quantization. IEEE Trans. Fuzzy Syst. 32(3): 1576-1588 (2024)
[j716]Jianhui Wang
, Yonghua Li
, Yushen Wu
, Zhi Liu
, Kairui Chen
, C. L. Philip Chen
:
Fixed-Time Formation Control for Uncertain Nonlinear Multiagent Systems With Time-Varying Actuator Failures. IEEE Trans. Fuzzy Syst. 32(4): 1965-1977 (2024)
[j715]Qidong Liu
, Yue Long
, Tieshan Li
, C. L. Philip Chen
:
Attack Resilient Fault Tolerant Control for T-S Fuzzy Cyber-Physical Systems. IEEE Trans. Fuzzy Syst. 32(4): 2017-2028 (2024)
[j714]Wenshan Bi
, Chen Zhang
, Shuai Sui
, Shaocheng Tong
, C. L. Philip Chen
:
Fixed-Time Fuzzy Adaptive Bipartite Output Consensus Tracking for Nonlinear Coopetition MASs. IEEE Trans. Fuzzy Syst. 32(5): 2775-2785 (2024)
[j713]Licheng Zheng
, Junhe Liu, C. L. Philip Chen
, Yun Zhang
, Ci Chen
, Zongze Wu
, Zhi Liu
:
Adaptive Fuzzy Optimal Control for Interconnected Switched Nonlinear Systems With Dwell Time. IEEE Trans. Fuzzy Syst. 32(6): 3319-3328 (2024)
[j712]Meijian Tan
, Zhi Liu
, Yaonan Wang
, C. L. Philip Chen
, Zongze Wu
:
Learning-Based Resilient Adaptive Fuzzy Optimal Consensus for Nonlinear Multiagent Systems Under DoS Attacks. IEEE Trans. Fuzzy Syst. 32(7): 3943-3952 (2024)
[j711]Yue-Na Lin
, Hai-Chun Cai
, Chun-Yang Zhang
, Hong-Yu Yao
, C. L. Philip Chen
:
Fuzzy Neural Network for Representation Learning on Uncertain Graphs. IEEE Trans. Fuzzy Syst. 32(9): 5259-5271 (2024)
[j710]Shuai Sui
, Lin Zhao
, C. L. Philip Chen
:
Adaptive Fuzzy Predefined-Time Tracking Control Design for Nonstrict-Feedback High-Order Nonlinear Systems With Input Quantization. IEEE Trans. Fuzzy Syst. 32(10): 5978-5990 (2024)
[j709]Wenzhong Guo
, Wu-Ding Weng
, Guang-Yong Chen
, Jian-Nan Su
, Min Gan
, C. L. Philip Chen
:
Unsupervised Degradation Aware and Representation for Real-World Remote Sensing Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
[j708]Qianchen Mao
, Qiang Li
, Bingshu Wang
, Yongjun Zhang
, Tao Dai
, C. L. Philip Chen
:
SpirDet: Toward Efficient, Accurate, and Lightweight Infrared Small-Target Detector. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024)
[j707]Zishu Yao
, Guodong Fan
, Jinfu Fan
, Min Gan
, C. L. Philip Chen
:
Spatial-Frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024)
[j706]Yikui Zhai
, Wenba Li, Tingfeng Xian
, Xudong Jia
, Hongsheng Zhang
, Zijun Tan, Jianhong Zhou
, Junying Zeng
, C. L. Philip Chen
:
CAS-Net: Comparison-Based Attention Siamese Network for Change Detection With an Open High-Resolution UAV Image Dataset. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024)
[j705]Yikui Zhai
, Jiahao Pan, Hongsheng Zhang
, Tingfeng Xian
, Ying Xu
, Pasquale Coscia
, Angelo Genovese
, Vincenzo Piuri
, Fabio Scotti
, C. L. Philip Chen
:
Efficient Adjacent Feature Harmonizer Network With UAV-CD+ Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024)
[j704]Guangzhu Peng
, Chenguang Yang
, C. L. Philip Chen
:
Neural Control for Human-Robot Interaction with Human Motion Intention Estimation. IEEE Trans. Ind. Electron. 71(12): 16317-16326 (2024)
[j703]Dengxiu Yu
, Shizhuo Ma
, Zhen Wang
, Yanjun Liu
, C. L. Philip Chen
:
Fixed-Time Attitude Control for QUAV With Stochastic Disturbances: Theory and Experiment. IEEE Trans. Ind. Electron. 71(12): 16484-16492 (2024)
[j702]Mianfen Lin
, Kaixiang Yang
, Zhiwen Yu
, Yifan Shi
, C. L. Philip Chen
:
Hybrid Ensemble Broad Learning System for Network Intrusion Detection. IEEE Trans. Ind. Informatics 20(4): 5622-5633 (2024)
[j701]Zishu Yao
, Jian-Nan Su
, Guodong Fan
, Min Gan
, C. L. Philip Chen
:
GACA: A Gradient-Aware and Contrastive-Adaptive Learning Framework for Low-Light Image Enhancement. IEEE Trans. Instrum. Meas. 73: 1-14 (2024)
[j700]Jian-Nan Su
, Min Gan
, Guang-Yong Chen
, Wenzhong Guo
, C. L. Philip Chen
:
High-Similarity-Pass Attention for Single Image Super-Resolution. IEEE Trans. Image Process. 33: 610-624 (2024)
[j699]Yongyong Chen
, Shuqin Wang
, Yin-Ping Zhao
, C. L. Philip Chen
:
Double Discrete Cosine Transform-Oriented Multi-View Subspace Clustering. IEEE Trans. Image Process. 33: 2491-2501 (2024)
[j698]Jinyu Wen
, Asad Khan
, Amei Chen, Weilong Peng
, Meie Fang
, C. L. Philip Chen
, Ping Li
:
High-Quality Fusion and Visualization for MR-PET Brain Tumor Images via Multi-Dimensional Features. IEEE Trans. Image Process. 33: 3550-3563 (2024)
[j697]Jun Ning
, Yifan Ma
, Tieshan Li
, C. L. Philip Chen
, Shaocheng Tong
:
Event-Triggered Based Trajectory Tracking Control of Under-Actuated Unmanned Surface Vehicle With State and Input Quantization. IEEE Trans. Intell. Veh. 9(2): 3127-3139 (2024)
[j696]Yu-Feng Yu
, Yang Zhang
, Long Chen
, Pengfei Ge
, C. L. Philip Chen
:
Multi-Scale Enhanced Features Correlation Filters Learning With Dual Second-Order Difference for UAV Tracking. IEEE Trans. Intell. Veh. 9(2): 3232-3245 (2024)
[j695]Chao Li
, Fagui Liu
, Bin Wang
, Xuhao Tang
, Jie Liu
, C. L. Philip Chen
:
Approximate Markov Perfect Equilibrium of Joint Offloading Policy for Multi-IV Using Reward-Shared Distributed Method. IEEE Trans. Intell. Veh. 9(2): 3658-3671 (2024)
[j694]Guangrui Bian
, Yue Long
, Tieshan Li
, Ju H. Park
, C. L. Philip Chen
:
Watermark-Based Replay Attack Detection for Unmanned Marine Vehicles. IEEE Trans. Intell. Veh. 9(10): 6038-6048 (2024)
[j693]Xiaoyang Gao
, Tieshan Li
, Meilin Li
, C. L. Philip Chen
:
Event-Triggered Optimized Anti-Disturbance Dynamic Positioning for Marine Intelligent Vehicles via Reinforcement Learning. IEEE Trans. Intell. Veh. 9(12): 7592-7602 (2024)
[j692]Zhiwen Yu
, Zhijie Zhong
, Kaixiang Yang
, Wenming Cao
, C. L. Philip Chen
:
Broad Learning Autoencoder With Graph Structure for Data Clustering. IEEE Trans. Knowl. Data Eng. 36(1): 49-61 (2024)
[j691]Guoliang He
, Lifang Dai
, Zhiwen Yu
, C. L. Philip Chen
:
GAN-Based Temporal Association Rule Mining on Multivariate Time Series Data. IEEE Trans. Knowl. Data Eng. 36(10): 5168-5180 (2024)
[j690]Yuhong Xu
, Zhiwen Yu
, C. L. Philip Chen
:
Improved Contraction-Expansion Subspace Ensemble for High-Dimensional Imbalanced Data Classification. IEEE Trans. Knowl. Data Eng. 36(10): 5194-5205 (2024)
[j689]Guojie Li
, Zhiwen Yu
, Kaixiang Yang
, Mianfen Lin
, C. L. Philip Chen
:
Exploring Feature Selection With Limited Labels: A Comprehensive Survey of Semi-Supervised and Unsupervised Approaches. IEEE Trans. Knowl. Data Eng. 36(11): 6124-6144 (2024)
[j688]Fan Yun
, Zhiwen Yu
, Kaixiang Yang
, C. L. Philip Chen
:
AdaBoost-Stacking Based on Incremental Broad Learning System. IEEE Trans. Knowl. Data Eng. 36(12): 7585-7599 (2024)
[j687]Guoliang He
, Dawei Jin
, Lifang Dai
, Xin Xin, Zhiwen Yu
, C. L. Philip Chen
:
Online Learning of Temporal Association Rule on Dynamic Multivariate Time Series Data. IEEE Trans. Knowl. Data Eng. 36(12): 8954-8966 (2024)
[j686]Kaixiang Yang
, Zhiwen Yu
, Wuxing Chen, Zefeng Liang, C. L. Philip Chen
:
Solving the Imbalanced Problem by Metric Learning and Oversampling. IEEE Trans. Knowl. Data Eng. 36(12): 9294-9307 (2024)
[j685]Jinyu Wen
, Feiwei Qin
, Jiao Du
, Meie Fang
, Xinhua Wei, C. L. Philip Chen
, Ping Li
:
MsgFusion: Medical Semantic Guided Two-Branch Network for Multimodal Brain Image Fusion. IEEE Trans. Multim. 26: 944-957 (2024)
[j684]Haiqi Liu
, C. L. Philip Chen
, Xinrong Gong
, Tong Zhang
:
Robust Saliency-Aware Distillation for Few-Shot Fine-Grained Visual Recognition. IEEE Trans. Multim. 26: 7529-7542 (2024)
[j683]Ahmad Karambakhsh
, Bin Sheng
, Ping Li
, Huating Li, Jinman Kim
, Younhyun Jung, C. L. Philip Chen
:
SparseVoxNet: 3-D Object Recognition With Sparsely Aggregation of 3-D Dense Blocks. IEEE Trans. Neural Networks Learn. Syst. 35(1): 532-546 (2024)
[j682]Jia Long
, Dengxiu Yu
, Guoxing Wen
, Li Li, Zhen Wang
, C. L. Philip Chen
:
Game-Based Backstepping Design for Strict-Feedback Nonlinear Multi-Agent Systems Based on Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35(1): 817-830 (2024)
[j681]Yuhong Xu
, Zhiwen Yu
, C. L. Philip Chen
:
Classifier Ensemble Based on Multiview Optimization for High-Dimensional Imbalanced Data Classification. IEEE Trans. Neural Networks Learn. Syst. 35(1): 870-883 (2024)
[j680]Guodong Fan
, Min Gan
, Bi Fan
, C. L. Philip Chen
:
Multiscale Cross-Connected Dehazing Network With Scene Depth Fusion. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1598-1612 (2024)
[j679]Ting Wang
, Mingyang Zhang, Jianjun Zhang
, Wing W. Y. Ng
, C. L. Philip Chen
:
BASS: Broad Network Based on Localized Stochastic Sensitivity. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1681-1695 (2024)
[j678]Yifan Shi
, Zhiwen Yu
, C. L. Philip Chen
, Huanqiang Zeng
:
Consensus Clustering With Co-Association Matrix Optimization. IEEE Trans. Neural Networks Learn. Syst. 35(3): 4192-4205 (2024)
[j677]Yuhu Cheng
, Longyang Huang
, C. L. Philip Chen
, Xuesong Wang
:
Dual Parallel Policy Iteration With Coupled Policy Improvement. IEEE Trans. Neural Networks Learn. Syst. 35(3): 4286-4298 (2024)
[j676]Wei Huang, Shuzhou Sun, Xiao Lin
, Ping Li
, Lei Zhu
, Jihong Wang, C. L. Philip Chen
, Bin Sheng
:
Unsupervised Fusion Feature Matching for Data Bias in Uncertainty Active Learning. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5749-5763 (2024)
[j675]Junhong Chen, Ziyang Guo, Hong Li
, C. L. Philip Chen
:
Regularizing Scale-Adaptive Central Moment Sharpness for Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6452-6466 (2024)
[j674]Dengxiu Yu
, Hao Xu
, Xiaoyue Jin
, Qiang Yin, Zhen Wang
, C. L. Philip Chen
, Xuelong Li
:
Bionic Swarm Control Based on Second-Order Communication Topology. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8373-8385 (2024)
[j673]Guang-Yong Chen
, Min Gan
, Long Chen
, C. L. Philip Chen
:
Online Identification of Nonlinear Systems With Separable Structure. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8695-8701 (2024)
[j672]Kaixin Lu
, Zhi Liu
, Haoyong Yu
, C. L. Philip Chen
, Yun Zhang
:
Inverse Optimal Adaptive Neural Control for State-Constrained Nonlinear Systems. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10617-10628 (2024)
[j671]Jie Du
, Peng Liu
, Chi-Man Vong
, Chuangquan Chen
, Tianfu Wang
, C. L. Philip Chen
:
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11332-11345 (2024)
[j670]Licheng Liu
, Tingyun Liu
, C. L. Philip Chen
, Yaonan Wang
:
Modal-Regression-Based Broad Learning System for Robust Regression and Classification. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12344-12357 (2024)
[j669]Kai Liu
, Hongbo Liu
, Tao Wang
, Guoqiang Hu
, Tomas E. Ward
, C. L. Philip Chen
:
Semi-Supervised Mixture Learning for Graph Neural Networks With Neighbor Dependence. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12528-12539 (2024)
[j668]Zongyan Zhang, Haohan Weng
, Tong Zhang
, C. L. Philip Chen
:
A Broad Generative Network for Two-Stage Image Outpainting. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12731-12745 (2024)
[j667]Qiying Feng
, C. L. Philip Chen
, Licheng Liu
:
A Review of Convex Clustering From Multiple Perspectives: Models, Optimizations, Statistical Properties, Applications, and Connections. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13122-13142 (2024)
[j666]Qi Lai
, Chi-Man Vong
, Jianhang Zhou
, Yimin Zhou
, C. L. Philip Chen
:
Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15415-15426 (2024)
[j665]Licheng Zheng, Zhi Liu
, Yaonan Wang
, C. L. Philip Chen
, Yun Zhang
, Zongze Wu
:
Reinforcement Learning-Based Adaptive Optimal Control for Nonlinear Systems With Asymmetric Hysteresis. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15800-15809 (2024)
[j664]Junwei Jin
, Biao Geng
, Yanting Li
, Jing Liang
, Yang Xiao
, C. L. Philip Chen
:
Flexible Label-Induced Manifold Broad Learning System for Multiclass Recognition. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16076-16090 (2024)
[j663]Lijie Wang
, Jiahong Xu
, Yang Liu
, C. L. Philip Chen
:
Dynamic Event-Driven Finite-Horizon Optimal Consensus Control for Constrained Multiagent Systems. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16167-16180 (2024)
[j662]Licheng Liu
, Junhao Chen, Bin Yang
, Qiying Feng
, C. L. Philip Chen
:
When Broad Learning System Meets Label Noise Learning: A Reweighting Learning Framework. IEEE Trans. Neural Networks Learn. Syst. 35(12): 18512-18524 (2024)
[j661]Zhanxiao Jia
, Dengxiu Yu
, Zhen Wang
, C. L. Philip Chen
, Xuelong Li
:
Complex Network Optimization for Fixed-Time Continuous Action Iteration Dilemma by Using Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 11(4): 3771-3781 (2024)
[j660]Shuai Sui
, Dongyu Shen
, Shaocheng Tong
, C. L. Philip Chen
:
State-Observer-Based Event-Trigger Bipartite Consensus Secure Control for NMASs With Deception Attacks. IEEE Trans. Netw. Sci. Eng. 11(6): 5732-5743 (2024)
[j659]Guoxiang Zhong
, Fagui Liu
, Jun Jiang
, C. L. Philip Chen
:
CauseFormer: Interpretable Anomaly Detection With Stepwise Attention for Cloud Service. IEEE Trans. Netw. Serv. Manag. 21(1): 637-652 (2024)
[j658]Guoxiang Zhong
, Fagui Liu
, Jun Jiang
, Bin Wang
, Xi Yao, C. L. Philip Chen
:
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder. IEEE Trans. Netw. Serv. Manag. 21(3): 3249-3263 (2024)
[j657]Jianhui Wang
, Chen Wang
, Zhi Liu
, C. L. Philip Chen
, Chunliang Zhang:
Practical Fixed-Time Adaptive ERBFNNs Event-Triggered Control for Uncertain Nonlinear Systems With Dead-Zone Constraint. IEEE Trans. Syst. Man Cybern. Syst. 54(1): 342-351 (2024)
[j656]Weiwei Bai
, Tieshan Li
, Yue Long
, C. L. Philip Chen
, Yang Xiao
, Wenjiang Li, Ronghui Li:
A Novel Adaptive Control Design for a Class of Nonstrict-Feedback Discrete-Time Systems via Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Syst. 54(2): 1250-1262 (2024)
[j655]Meijian Tan
, Zhi Liu
, Yaonan Wang
, C. L. Philip Chen
, Yun Zhang
:
Cyclic-Small-Gain Approach to Adaptive Control for Multiagent Systems With Unknown Interconnected Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3296-3307 (2024)
[j654]Jian Zhu
, Xinyu Chen
, Qintai Hu
, Yutang Xiao
, Boyu Wang
, Bin Sheng
, C. L. Philip Chen
:
Clustering Environment Aware Learning for Active Domain Adaptation. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3891-3904 (2024)
[j653]Chang-E Ren
, Junhui Li
, Zhiping Shi
, Yong Guan, C. L. Philip Chen
:
Adaptive Impulsive Consensus of Nonlinear Multiagent Systems With Limited Bandwidth Under Uncertain Deception Attacks. IEEE Trans. Syst. Man Cybern. Syst. 54(8): 4592-4604 (2024)
[j652]Zhuangbi Lin, Junhe Liu, Yaonan Wang
, C. L. Philip Chen
, Yun Zhang
, Zhi Liu
:
Distributed Neuro-Adaptive Prescribed Performance Consensus Control for Nontriangular Structural Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. 54(8): 5185-5195 (2024)
[j651]Lei Yan
, Junhe Liu, Guanyu Lai
, C. L. Philip Chen
, Zongze Wu
, Zhi Liu
:
Adaptive Optimal Output-Feedback Consensus Tracking Control of Nonlinear Multiagent Systems Using Two-Player Stackelberg Game. IEEE Trans. Syst. Man Cybern. Syst. 54(9): 5377-5387 (2024)
[j650]Hao Xu
, Dengxiu Yu
, Zhen Wang
, Kang Hao Cheong
, C. L. Philip Chen
:
Nonsingular Predefined Time Adaptive Dynamic Surface Control for Quantized Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 54(9): 5567-5579 (2024)
[j649]Guangzhu Peng
, Tao Li
, Chenguang Yang
, C. L. Philip Chen
:
Approximation-Based Admittance Control of Robot-Environment Interaction With Guaranteed Performance. IEEE Trans. Syst. Man Cybern. Syst. 54(10): 6482-6494 (2024)
[j648]Wei Wang
, Qihe Shan
, Tieshan Li
, C. L. Philip Chen
, Yang Wang
:
Finite-Time-Prescribed Performance-Based Platoon Formation Control for Unmanned Surface Vehicles Using Event-Triggered Extended State Observer. IEEE Trans. Veh. Technol. 73(12): 18460-18471 (2024)
[c197]Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen:
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System. AAAI 2024: 22556-22564
[c196]Yang Wang, Li-Ying Hao, Tieshan Li, C. L. Philip Chen:
Integrated Sliding Mode Fault- Tolerant Control for Dynamic Positioning T-S Fuzzy Models of Unmanned Marine Vehicles with Thruster Saturation. ASCC 2024: 1742-1747
[c195]Ziyi Zhu
, C. L. Philip Chen, Haiqi Liu
, Tong Zhang:
Temporal Group Attention Network with Affective Complementary Learning for Gait Emotion Recognition. BIBM 2024: 3026-3033
[c194]Haohan Weng
, Danqing Huang, Yu Qiao, Zheng Hu, Chin-Yew Lin, Tong Zhang, C. L. Philip Chen:
Desigen: A Pipeline for Controllable Design Template Generation. CVPR 2024: 12721-12732
[c193]Zhi Feng, C. L. Philip Chen, Shiting Xu, Tong Zhang:
Spatial and Frequency-Based Feature Reconstruction for Cross-Database Micro-Expression Recognition. ECAI 2024: 593-600
[c192]Zhichen Yuan
, C. L. Philip Chen, Shuzhen Li, Tong Zhang
:
Disentanglement Network: Disentangle the Emotional Features from Acoustic Features for Speech Emotion Recognition. ICASSP 2024: 11686-11690
[c191]Xinglong Wu, C. L. Philip Chen, Shuzhen Li, Tony Zhang:
Snapshot Prompt Ensemble for Parameter-Efficient Soft Prompt Transfer. ICASSP 2024: 11946-11950
[c190]Yiping Jiang, Zhijing Li, C. L. Philip Chen:
Research on Financial Big Data Collection and Intelligent Decision-Making System Based on Multimodal Large Language Model. iFUZZY 2024: 1-6
[c189]Jing Wang, Yong Jun He, C. L. Philip Chen, Xiping Jia, Zhiyong Lin, Huiming Zhao:
An Enhanced Broad Learning System with Mean Time Series Difference for Aided Diagnosis of Mild Cognitive Impairment. iFUZZY 2024


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