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IEEE Transactions on Neural Networks and Learning Systems 2023: all accepted papers

988 papers · page 3 of 10 · the most cited first · ← IEEE Transactions on Neural Networks and Learning Systems 2023

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  1. A Lightweight Pixel-Level Unified Image Fusion Network ↗Jinyang Liu, Shutao Li, Haibo Liu et al.41 citations
  2. Bayesian Hierarchical Graph Neural Networks With Uncertainty Feedback for Trustworthy Fault Diagnosis of Industrial Processes ↗Dongyue Chen, Zongxia Xie, Ruonan Liu et al.41 citations
  3. Beyond Homophily and Homogeneity Assumption: Relation-Based Frequency Adaptive Graph Neural Networks ↗Lirong Wu, Haitao Lin, Bozhen Hu et al.41 citations
  4. Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos ↗Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid et al.41 citations
  5. Exploiting Neighbor Effect: Conv-Agnostic GNN Framework for Graphs With Heterophily ↗Jie Chen, Shouzhen Chen, Junbin Gao et al.41 citations
  6. Graph Evolution-Based Vertex Extraction for Hyperspectral Anomaly Detection ↗Xianchang Yang, Bing Tu, Qianming Li et al.41 citations
  7. Toward High-Accuracy and Low-Latency Spiking Neural Networks With Two-Stage Optimization ↗Ziming Wang, Yuhao Zhang, Shuang Shii Lian et al.41 citations
  8. A Shadow Imaging Bilinear Model and Three-Branch Residual Network for Shadow Removal ↗Jiawei Liu, Qiang Wang, Huijie Fan et al.40 citations
  9. ARISE: Graph Anomaly Detection on Attributed Networks via Substructure Awareness ↗Jingcan Duan, Bin Xiao, Siwei Wang et al.40 citations
  10. Dual Contrastive Learning Network for Graph Clustering ↗Xin Peng, Jieren Cheng, Xiangyan Tang et al.40 citations
  11. Few-Shot Relation Extraction With Dual Graph Neural Network Interaction ↗Jing Li, Shanshan Feng, Billy Chiu40 citations
  12. Human-in-the-Loop Reinforcement Learning in Continuous-Action Space ↗Biao Luo, Zhengke Wu, Fei Zhou et al.40 citations
  13. IronForge: An Open, Secure, Fair, Decentralized Federated Learning ↗Guangsheng Yu, Xu Wang, Caijun Sun et al.40 citations
  14. Learning Heterogeneous Spatial–Temporal Context for Skeleton-Based Action Recognition ↗Xuehao Gao, Yang Yang, Yang Wu et al.40 citations
  15. PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers ↗Zhikai Li, Mengjuan Chen, Junrui Xiao et al.40 citations
  16. Transfer Dynamic Latent Variable Modeling for Quality Prediction of Multimode Processes ↗Chao Yang, Qiang Liu, Yi Liu et al.40 citations
  17. A Dini-Derivative-Aided Zeroing Neural Network for Time-Variant Quadratic Programming Involving Multi-Type Constraints With Robotic Applications ↗Weibing Li, Yongping Pan39 citations
  18. AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing ↗Zhaoliang Chen, Zhihao Wu, Zhenghong Lin et al.39 citations
  19. Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks ↗Chuang Liu, Xueqi Ma, Yibing Zhan et al.39 citations
  20. Distributed Multiagent Reinforcement Learning With Action Networks for Dynamic Economic Dispatch ↗Chengfang Hu, Guanghui Wen, Shuai Wang et al.39 citations
  21. Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning ↗Yawen Cui, Wanxia Deng, Haoyu Chen et al.39 citations
  22. A Spatial–Temporal Variational Graph Attention Autoencoder Using Interactive Information for Fault Detection in Complex Industrial Processes ↗Mingjie Lv, Yonggang Li, Huiping Liang et al.38 citations
  23. BViT: Broad Attention-Based Vision Transformer ↗Nannan Li, Yaran Chen, Weifan Li et al.38 citations
  24. Efficient Discrete Clustering With Anchor Graph ↗Jingyu Wang, Zhenyu Ma, Feiping Nie et al.38 citations
  25. Fully Complex-Valued Gated Recurrent Neural Network for Ultrasound Imaging ↗Zhenyu Lei, Shangce Gao, Hideyuki Hasegawa et al.38 citations
  26. Medical Transformer: Universal Encoder for 3-D Brain MRI Analysis ↗Eunji Jun, Seungwoo Jeong, Da-Woon Heo et al.38 citations
  27. A Switching Memory-Based Event-Trigger Scheme for Synchronization of Lur’e Systems With Actuator Saturation: A Hybrid Lyapunov Method ↗Yanyan Ni, Zhen Wang, Yingjie Fan et al.37 citations
  28. Convolutional Neural Network-Based Lane-Change Strategy via Motion Image Representation for Automated and Connected Vehicles ↗Shuo Cheng, Zheng Wang, Bo Yang et al.37 citations
  29. Deep Learning and Symbolic Regression for Discovering Parametric Equations ↗Michael Zhang, Samuel Kim, Peter Y. Lu et al.37 citations
  30. STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction ↗Rongqin Liang, Yuanman Li, Jiantao Zhou et al.37 citations
  31. Wavelet Pyramid Recurrent Structure-Preserving Attention Network for Single Image Super-Resolution ↗Wei‐Yen Hsu, Pei-Wen Jian37 citations
  32. Community Graph Convolution Neural Network for Alzheimer’s Disease Classification and Pathogenetic Factors Identification ↗Xia-an Bi, Ke Chen, Siyu Jiang et al.36 citations
  33. Constrained-Cost Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems ↗Qinglai Wei, Tao Li36 citations
  34. DecouplingNet: A Stable Knowledge Distillation Decoupling Net for Fault Detection of Rotating Machines Under Varying Speeds ↗Zhen Shi, Jinglong Chen, Yanyang Zi et al.36 citations
  35. Explicit Representation and Customized Fault Isolation Framework for Learning Temporal and Spatial Dependencies in Industrial Processes ↗Pengyu Song, Chunhui Zhao, Biao Huang et al.36 citations
  36. FBANet: An Effective Data Mining Method for Food Olfactory EEG Recognition ↗Xiuxin Xia, Yan Hui Shi, Pengwei Li et al.36 citations
  37. Feature Pyramid Fusion Network for Hyperspectral Pansharpening ↗Wenqian Dong, Yihan Yang, Jiahui Qu et al.36 citations
  38. Hierarchically Contrastive Hard Sample Mining for Graph Self-Supervised Pretraining ↗Wenxuan Tu, Sihang Zhou, Xinwang Liu et al.36 citations
  39. Joint Projection Learning and Tensor Decomposition-Based Incomplete Multiview Clustering ↗Wei Lv, Chao Zhang, Huaxiong Li et al.36 citations
  40. Neural Network-Based Adaptive Tracking Control for Denitrification and Aeration Processes With Time Delays ↗Junfei Qiao, Dapeng Li, Honggui Han36 citations
  41. Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model ↗Jiaqi Yang, Bo Du, Liangpei Zhang36 citations
  42. PeriodNet: Noise-Robust Fault Diagnosis Method Under Varying Speed Conditions ↗Ruixian Li, Jianguo Wu, Yongxiang Li et al.36 citations
  43. Redundancy-Free Self-Supervised Relational Learning for Graph Clustering ↗Siyu Yi, Wei Ju, Yifang Qin et al.36 citations
  44. A Stochastic Recurrent Encoder Decoder Network for Multistep Probabilistic Wind Power Predictions ↗Zhong Zheng, Zijun Zhang35 citations
  45. Achieving Better Category Separability for Hyperspectral Image Classification: A Spatial–Spectral Approach ↗Jing Bai, Wei Shi, Zhu Qiang Xiao et al.35 citations
  46. Exploring Feature Representation Learning for Semi-Supervised Medical Image Segmentation ↗Huimin Wu, Xiaomeng Li, Kwang-Ting Tim Cheng35 citations
  47. Flexible Vertical Federated Learning With Heterogeneous Parties ↗Timothy Castiglia, Shiqiang Wang, Stacy Patterson35 citations
  48. Full Transformer Framework for Robust Point Cloud Registration With Deep Information Interaction ↗Guangyan Chen, Meiling Wang, Qingxiang Zhang et al.35 citations
  49. Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction ↗Jiajun Fu, Fuxing Yang, Yonghao Dang et al.35 citations
  50. Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection ↗Dehui Zhu, Bo Du, Liangpei Zhang35 citations
  51. Low Latency and Sparse Computing Spiking Neural Networks With Self-Driven Adaptive Threshold Plasticity ↗Anguo Zhang, Jieming Shi, Junyi Wu et al.35 citations
  52. Deep Adaptive Fuzzy Clustering for Evolutionary Unsupervised Representation Learning ↗Dayu Tan, Zheng Huang, Xin Peng et al.34 citations
  53. Energy-Performance Assessment of Oscillatory Neural Networks Based on VO 2 Devices for Future Edge AI Computing ↗Corentin Delacour, Stefania Carapezzi, Madeleine Abernot et al.34 citations
  54. Event-Triggered Model-Free Adaptive Control for Nonlinear Multiagent Systems Under Jamming Attacks ↗Xijuan Wang, Changchun Hua, Yunfei Qiu34 citations
  55. Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channelwise Perspective ↗Xiaoyu Kong, Yingying Deng, Fan Tang et al.34 citations
  56. FedGAMMA: Federated Learning With Global Sharpness-Aware Minimization ↗Rong Dai, Xun Yang, Yan Sun et al.34 citations
  57. Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks ↗Isabell Lederer, Rudolf L. Mayer, Andreas Rauber34 citations
  58. Medical-Knowledge-Based Graph Neural Network for Medication Combination Prediction ↗Chao Gao, Shu Yin, Haiqiang Wang et al.34 citations
  59. RadarFormer: End-to-End Human Perception With Through-Wall Radar and Transformers ↗Zhijie Zheng, Diankun Zhang, Xiao Yan Liang et al.34 citations
  60. Why Batch Normalization Damage Federated Learning on Non-IID Data? ↗Yanmeng Wang, Qingjiang Shi, Tsung‐Hui Chang34 citations
  61. Central-Smoothing Hypergraph Neural Networks for Predicting Drug–Drug Interactions ↗Đức Anh Nguyễn, Canh Hao Nguyen, Hiroshi Mamitsuka33 citations
  62. Deep Learning of Partially Labeled Data for Quality Prediction Based on Stacked Target-Related Laplacian Autoencoder ↗Bocun He, Xinmin Zhang, Zhihuan Song33 citations
  63. Distributed Estimator-Based Event-Triggered Neuro-Adaptive Control for Leader–Follower Consensus of Strict-Feedback Nonlinear Multiagent Systems ↗Wei Wang, Yongming Li, Shaocheng Tong33 citations
  64. Finite-Time Adaptive Dynamic Programming for Affine-Form Nonlinear Systems ↗Longjie Zhang, Yong Chen33 citations
  65. Interactive Prognosis Framework Between Deep Learning and a Stochastic Process Model for Remaining Useful Life Prediction ↗Hong Pei, Xiaosheng Si, Tianmei Li et al.33 citations
  66. Multicontrast MRI Super-Resolution via Transformer-Empowered Multiscale Contextual Matching and Aggregation ↗Jun Lyu, Guangyuan Li, Chengyan Wang et al.33 citations
  67. Neural Network-Based Fixed-Time Tracking and Containment Control of Second-Order Heterogeneous Nonlinear Multiagent Systems ↗Chongyang Chen, Yiyan Han, Song Zhu et al.33 citations
  68. Observer-Based Fault-Tolerant Finite-Time Control of Nonlinear Multiagent Systems ↗Yasaman Salmanpour, Mohammad Mehdi Arefi, Alireza Khayatian et al.33 citations
  69. Relative Entropy Regularized Sample-Efficient Reinforcement Learning With Continuous Actions ↗Zhiwei Shang, Renxing Li, Chunhua Zheng et al.33 citations
  70. STDAN: Deformable Attention Network for Space-Time Video Super-Resolution ↗Hai Wang, Xiaoyu Xiang, Yapeng Tian et al.33 citations
  71. Stabilization and Synchronization of Neural Networks via Impulsive Adaptive Control ↗Xuegang Tan, Wangli He, Jinde Cao et al.33 citations
  72. Zoom Text Detector ↗Chuang Yang, Mulin Chen, Yuan Yuan et al.33 citations
  73. A Unified Analysis of AdaGrad With Weighted Aggregation and Momentum Acceleration ↗Li Shen, Congliang Chen, Fangyu Zou et al.32 citations
  74. AMARL: An Attention-Based Multiagent Reinforcement Learning Approach to the Min-Max Multiple Traveling Salesmen Problem ↗Hao Gao, Xing Zhou, Xin Xu et al.32 citations
  75. Diffusion Source Inference for Large-Scale Complex Networks Based on Network Percolation ↗Yang Liu, Xiaoqi Wang, Xi Wang et al.32 citations
  76. Hyperspectral Anomaly Detection Based on Adaptive Low-Rank Transformed Tensor ↗Siyu Sun, Jun Liu, Ziwei Zhang et al.32 citations
  77. Learning Feature Embedding Refiner for Solving Vehicle Routing Problems ↗Jingwen Li, Yining Ma, Zhiguang Cao et al.32 citations
  78. Modified RNN for Solving Comprehensive Sylvester Equation With TDOA Application ↗Jingkun Yan, Long Jin, Xin Luo et al.32 citations
  79. Multi-View and Multi-Order Structured Graph Learning ↗Rong Wang, Penglei Wang, Danyang Wu et al.32 citations
  80. Neural Network-Based Nonconservative Predefined-Time Backstepping Control for Uncertain Strict-Feedback Nonlinear Systems ↗Jixing Lv, Xiaozhe Ju, Changhong Wang32 citations
  81. On Expressivity and Trainability of Quadratic Networks ↗Fenglei Fan, Mengzhou Li, Fei Wang et al.32 citations
  82. Optimal Control for Constrained Discrete-Time Nonlinear Systems Based on Safe Reinforcement Learning ↗Lingzhi Zhang, Lei Xie, Yi Jiang et al.32 citations
  83. Overcoming Catastrophic Forgetting in Continual Learning by Exploring Eigenvalues of Hessian Matrix ↗Yajing Kong, Liu Liu, Huanhuan Chen et al.32 citations
  84. Protocol-Based Synchronization of Stochastic Jumping Inertial Neural Networks Under Image Encryption Application ↗Wenhai Qi, Yongbo Yang, Ju H. Park et al.32 citations
  85. Self-Adaptive Graph With Nonlocal Attention Network for Skeleton-Based Action Recognition ↗Chen Pang, Xingyu Gao, Zhenyu Chen et al.32 citations
  86. Visual Commonsense-Aware Representation Network for Video Captioning ↗Pengpeng Zeng, Haonan Zhang, Lianli Gao et al.32 citations
  87. A Spatial–Channel–Temporal-Fused Attention for Spiking Neural Networks ↗Wuque Cai, Hongze Sun, Rui Liu et al.31 citations
  88. Distilling Privileged Knowledge for Anomalous Event Detection From Weakly Labeled Videos ↗Tianshan Liu, Kin‐Man Lam, Jun Kong31 citations
  89. Generalized-Type Multistability of Almost Periodic Solutions for Memristive Cohen–Grossberg Neural Networks ↗Song Zhu, Yuanchu Shen, Chaoxu Mu et al.31 citations
  90. Intelligent Power System Stability Assessment and Dominant Instability Mode Identification Using Integrated Active Deep Learning ↗Zhongtuo Shi, Wei Yao, Yong Tang et al.31 citations
  91. Learning Oriented Object Detection via Naive Geometric Computing ↗Yanjie Wang, Zhijun Zhang, Wenhui Xu et al.31 citations
  92. Long Short-Term Memory-Based Twin Support Vector Regression for Probabilistic Load Forecasting ↗Zichen Zhang, Yongquan Dong, Wei‐Chiang Hong31 citations
  93. Motif Graph Neural Network ↗Chen XueXin, Ruichu Cai, Yuan Fang et al.31 citations
  94. Position-Aware Relational Transformer for Knowledge Graph Embedding ↗Guangyao Li, Zequn Sun, Wei Ping Hu et al.31 citations
  95. Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution ↗Jiaojiao Li, Songcheng Du, Rui Song et al.31 citations
  96. A Dynamic-Varying Parameter Enhanced ZNN Model for Solving Time-Varying Complex-Valued Tensor Inversion With Its Application to Image Encryption ↗Lin Xiao, Xiaopeng Li, Penglin Cao et al.30 citations
  97. Adaptive Event-Triggered Bipartite Formation for Multiagent Systems via Reinforcement Learning ↗Huarong Zhao, Jinjun Shan, Li Peng et al.30 citations
  98. Hierarchical Organ-Aware Total-Body Standard-Dose PET Reconstruction From Low-Dose PET and CT Images ↗Jiadong Zhang, Zhiming Cui, Caiwen Jiang et al.30 citations
  99. Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty ↗Zhenghua Xu, Wenting Xu, Ruizhi Wang et al.30 citations
  100. Learning Cross-Attention Discriminators via Alternating Time–Space Transformers for Visual Tracking ↗Wuwei Wang, Ke Zhang, Yu Su et al.30 citations

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