IEEE Computational Intelligence Society: IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Issue 1

1) Backdoor Learning: A Survey

Author(s): Yiming Li, Yong Jiang, Zhifeng Li, Shu-Tao Xia

Pages: 5 - 22

2) Transfer Adaptation Learning: A Decade Survey

Author(s): Lei Zhang, Xinbo Gao

Pages: 23 - 44

3) Costate-Supplement ADP for Model-Free Optimal Control of Discrete-Time Nonlinear Systems

Author(s): Jun Ye, Yougang Bian, Biao Luo, Manjiang Hu, Biao Xu, Rongjun Ding

Pages: 45 - 59

4) Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images

Author(s): Luigi Tommaso Luppino, Mads Adrian Hansen, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Robert Jenssen, Stian Normann Anfinsen

Pages: 60 - 72

5) A Nonlocal Self-Similarity-Based Weighted Tensor Low-Rank Decomposition for Multichannel Image Completion With Mixture Noise

Author(s): Mengying Xie, Xiaolan Liu, Xiaowei Yang

Pages: 73 - 87

6) AN-GCN: An Anonymous Graph Convolutional Network Against Edge-Perturbing Attacks

Author(s): Ao Liu, Beibei Li, Tao Li, Pan Zhou, Rui Wang

Pages: 88 - 102

7) Federated Generalized Face Presentation Attack Detection

Author(s): Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel

Pages: 103 - 116

8) BENN: Bias Estimation Using a Deep Neural Network

Author(s): Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai

Pages: 117 - 131

9) Fully Convolutional Network-Based Self-Supervised Learning for Semantic Segmentation

Author(s): Zhengeng Yang, Hongshan Yu, Yong He, Wei Sun, Zhi-Hong Mao, Ajmal Mian

Pages: 132 - 142

10) Distributed Constrained Optimization With Delayed Subgradient Information Over Time-Varying Network Under Adaptive Quantization

Author(s): Jie Liu, Zhan Yu, Daniel W. C. Ho

Pages: 143 - 156

11) Distributed Observer-Based Leader–Follower Consensus of Multiple Euler–Lagrange Systems

Author(s): Mingkang Long, Housheng Su, Zhigang Zeng

Pages: 157 - 168

12) Finite-Time Output Synchronization of Multiple Weighted Reaction–Diffusion Neural Networks With Adaptive Output Couplings

Author(s): Qian Qiu, Housheng Su

Pages: 169 - 181

13) VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning

Author(s): Qinglai Wei, Yugu Li, Jie Zhang, Fei-Yue Wang

Pages: 182 - 195

14) Multigraph Fusion for Dynamic Graph Convolutional Network

Author(s): Jiangzhang Gan, Rongyao Hu, Yujie Mo, Zhao Kang, Liang Peng, Yonghua Zhu, Xiaofeng Zhu

Pages: 196 - 207

15) EDCompress: Energy-Aware Model Compression for Dataflows

Author(s): Zhehui Wang, Tao Luo, Rick Siow Mong Goh, Joey Tianyi Zhou

Pages: 208 - 220

16) Adversarial Information Bottleneck

Author(s): Penglong Zhai, Shihua Zhang

Pages: 221 - 230

17) Self-Supervised Enhancement for Named Entity Disambiguation via Multimodal Graph Convolution

Author(s): Pengfei Zhou, Kaining Ying, Zhenhua Wang, Dongyan Guo, Cong Bai

Pages: 231 - 245

18) TryonCM2: Try-on-Enhanced Fashion Compatibility Modeling Framework

Author(s): Xue Dong, Xuemeng Song, Na Zheng, Jianlong Wu, Hongjun Dai, Liqiang Nie

Pages: 246 - 257

19) Structured Domain Adaptation With Online Relation Regularization for Unsupervised Person Re-ID

Author(s): Yixiao Ge, Feng Zhu, Dapeng Chen, Rui Zhao, Xiaogang Wang, Hongsheng Li

Pages: 258 - 271

20) Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application

Author(s): Peisong Wang, Xiangyu He, Jian Cheng

Pages: 272 - 284

21) Secure Communication via Chaotic Synchronization Based on Reservoir Computing

Author(s): Jiayue Liu, Jianguo Zhang, Yuncai Wang

Pages: 285 - 299

22) Parameter-Free and Scalable Incomplete Multiview Clustering With Prototype Graph

Author(s): Miaomiao Li, Siwei Wang, Xinwang Liu, Suyuan Liu

Pages: 300 - 310

23) MEN: Mutual Enhancement Networks for Sign Language Recognition and Education

Author(s): Zhengzhe Liu, Lei Pang, Xiaojuan Qi

Pages: 311 - 325

24) Epoch-Evolving Gaussian Process Guided Learning for Classification

Author(s): Jiabao Cui, Xuewei Li, Hanbin Zhao, Hui Wang, Bin Li, Xi Li

Pages: 326 - 337

25) Cooperative Output Regulation for Linear Multiagent Systems via Distributed Fixed-Time Event-Triggered Control

Author(s): Zheng Zhang, Shiming Chen, Yuanshi Zheng

Pages: 338 - 347

26) Development of an Adaptive Artifact Subspace Reconstruction Based on Hebbian/Anti-Hebbian Learning Networks for Enhancing BCI Performance

Author(s): Bo-Yu Tsai, Sandeep Vara Sankar Diddi, Li-Wei Ko, Shuu-Jiun Wang, Chi-Yuan Chang, Tzyy-Ping Jung

Pages: 348 - 361

27) Uncertainty-Aware Portfolio Management With Risk-Sensitive Multiagent Network

Author(s): Kidon Park, Hong-Gyu Jung, Tae-San Eom, Seong-Whan Lee

Pages: 362 - 375

28) Wavelet Probabilistic Neural Networks

Author(s): Edgar S. García-Treviño, Pu Yang, Javier A. Barria

Pages: 376 - 389

29) Contrastive Learning-Based Dual Dynamic GCN for SAR Image Scene Classification

Author(s): Fang Liu, Xiaoxue Qian, Licheng Jiao, Xiangrong Zhang, Lingling Li, Yuanhao Cui

Pages: 390 - 404

30) Proportional-Integral Observer-Based State Estimation for Markov Memristive Neural Networks With Sensor Saturations

Author(s): Jun Cheng, Lidan Liang, Huaicheng Yan, Jinde Cao, Shengda Tang, Kaibo Shi

Pages: 405 - 416

31) Event-Triggered Distributed Data-Driven Iterative Learning Bipartite Formation Control for Unknown Nonlinear Multiagent Systems

Author(s): Huarong Zhao, Hongnian Yu, Li Peng

Pages: 417 - 427

32) Event-Based Output Quantized Synchronization Control for Multiple Delayed Neural Networks

Author(s): Yue Chen, Song Zhu, Mouquan Shen, Xiaoyang Liu, Shiping Wen

Pages: 428 - 438

33) Tri-Branch Convolutional Neural Networks for Top-k Focused Academic Performance Prediction

Author(s): Chaoran Cui, Jian Zong, Yuling Ma, Xinhua Wang, Lei Guo, Meng Chen, Yilong Yin

Pages: 439 - 450

34) Multiscale Human Activity Recognition and Anticipation Network

Author(s): Yang Xing, Stuart Golodetz, Aluna Everitt, Andrew Markham, Niki Trigoni

Pages: 451 - 465

35) Model-Based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian

Author(s): Baiyu Peng, Jingliang Duan, Jianyu Chen, Shengbo Eben Li, Genjin Xie, Congsheng Zhang, Yang Guan, Yao Mu, Enxin Sun

Pages: 466 - 478

36) THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences

Author(s): Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang

Pages: 479 - 493

37) Simulation-Aided Handover Prediction From Video Using Recurrent Image-to-Motion Networks

Author(s): Matija Mavsar, Barry Ridge, Rok Pahič, Jun Morimoto, Aleš Ude

Pages: 494 - 506

38) Finite-Time Passivity and Synchronization of Multi-Weighted Complex Dynamical Networks Under PD Control

Author(s): Jin-Liang Wang, Lin-Hao Zhao, Huai-Ning Wu, Tingwen Huang

Pages: 507 - 518

39) Accelerating Neural ODEs Using Model Order Reduction

Author(s): Mikko Lehtimäki, Lassi Paunonen, Marja-Leena Linne

Pages: 519 - 531

40) SparseVoxNet: 3-D Object Recognition With Sparsely Aggregation of 3-D Dense Blocks

Author(s): Ahmad Karambakhsh, Bin Sheng, Ping Li, Huating Li, Jinman Kim, Younhyun Jung, C. L. Philip Chen

Pages: 532 - 546

41) Metric Learning-Based Fault Diagnosis and Anomaly Detection for Industrial Data With Intraclass Variance

Author(s): Keke Huang, Shujie Wu, Bei Sun, Chunhua Yang, Weihua Gui

Pages: 547 - 558

42) GNN Model for Time-Varying Matrix Inversion With Robust Finite-Time Convergence

Author(s): Yinyan Zhang, Shuai Li, Jian Weng, Bolin Liao

Pages: 559 - 569

43) Neural-Network-Based Adaptive Fixed-Time Control for Nonlinear Multiagent Non-Affine Systems

Author(s): Wen Bai, Peter Xiaoping Liu, Huanqing Wang

Pages: 570 - 583

44) Neural-Network-Based Adaptive Event-Triggered Asymptotically Consensus Tracking Control for Nonlinear Nonstrict-Feedback MASs: An Improved Dynamic Surface Approach

Author(s): Bocheng Yan, Ben Niu, Xudong Zhao, Huanqing Wang, Wendi Chen, Xiaomei Liu

Pages: 584 - 597

45) Resilient Optimal Defensive Strategy of Micro-Grids System via Distributed Deep Reinforcement Learning Approach Against FDI Attack

Author(s): Huifeng Zhang, Dong Yue, Chunxia Dou, Gerhard P. Hancke

Pages: 598 - 608

46) Noise-Tolerant Discrimination Indexes for Fuzzy γ Covering and Feature Subset Selection

Author(s): Zhehuang Huang, Jinjin Li

Pages: 609 - 623

47) Self-Growing Binary Activation Network: A Novel Deep Learning Model With Dynamic Architecture

Author(s): Zeyang Zhang, Yidong Chen, Changle Zhou

Pages: 624 - 633

48) Fully Connected Networks on a Diet With the Mediterranean Matrix Multiplication

Author(s): Hassan Eshkiki, Benjamin Mora, Xianghua Xie

Pages: 634 - 647

49) An XGBoost-Based Fitted Q Iteration for Finding the Optimal STI Strategies for HIV Patients

Author(s): Yahe Yu, Hien Tran

Pages: 648 - 656

50) Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning

Author(s): Zhe Liu, Yun Li, Lina Yao, Julian McAuley, Sam Dixon

Pages: 657 - 669

51) Cooperative Fault-Tolerant Control for a Class of Nonlinear MASs by Resilient Learning Approach

Author(s): Chao Deng, Dong Yue, Wei-Wei Che, Xiangpeng Xie

Pages: 670 - 679

52) Deep Structured State Learning for Next-Period Recommendation

Author(s): Wen Wen, Fangyu Liang

Pages: 680 - 692

53) Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters

Author(s): Yao Lu, Le Zhang, Xiaofei Yang, Yicong Zhou

Pages: 693 - 707

54) Adaptive Neural Fixed-Time Tracking Control for High-Order Nonlinear Systems

Author(s): Jiawei Ma, Huanqing Wang, Junfei Qiao

Pages: 708 - 717

55) Prefixed-Time Local Intermittent Sampling Synchronization of Stochastic Multicoupling Delay Reaction–Diffusion Dynamic Networks

Author(s): Kui Ding, Quanxin Zhu, Tingwen Huang

Pages: 718 - 732

56) Dynamic Probabilistic Pruning: A General Framework for Hardware-Constrained Pruning at Different Granularities

Author(s): Lizeth Gonzalez-Carabarin, Iris A. M. Huijben, Bastian Veeling, Alexandre Schmid, Ruud J. G. van Sloun

Pages: 733 - 744

57) Exponential Synchronization of Memristor-Based Competitive Neural Networks With Reaction- Diffusions and Infinite Distributed Delays

Author(s): Leimin Wang, Chuan-Ke Zhang

Pages: 745 - 758

58) A Transfer Learning-Based Method for Personalized State of Health Estimation of Lithium-Ion Batteries

Author(s): Guijun Ma, Songpei Xu, Tao Yang, Zhenbang Du, Limin Zhu, Han Ding, Ye Yuan

Pages: 759 - 769

59) NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction

Author(s): Liyue Shen, John Pauly, Lei Xing

Pages: 770 - 782

60) Delayed Impulsive Control for Lag Synchronization of Delayed Neural Networks Involving Partial Unmeasurable States

Author(s): Mingyue Li, Xueyan Yang, Xiaodi Li

Pages: 783 - 791

61) CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data

Author(s): Mostafa Mehdipour Ghazi, Lauge Sørensen, Sébastien Ourselin, Mads Nielsen

Pages: 792 - 802

62) Dual-Graph Global and Local Concept Factorization for Data Clustering

Author(s): Ning Li, Chengcai Leng, Irene Cheng, Anup Basu, Licheng Jiao

Pages: 803 - 816

63) Game-Based Backstepping Design for Strict-Feedback Nonlinear Multi-Agent Systems Based on Reinforcement Learning

Author(s): Jia Long, Dengxiu Yu, Guoxing Wen, Li Li, Zhen Wang, C. L. Philip Chen

Pages: 817 - 830

64) Dynamic and Static Representation Learning Network for Recommendation

Author(s): Tongcun Liu, Siyuan Lou, Jianxin Liao, Hailin Feng

Pages: 831 - 841

65) Multistructure Contrastive Learning for Pretraining Event Representation

Author(s): Jianming Zheng, Fei Cai, Jun Liu, Yanxiang Ling, Honghui Chen

Pages: 842 - 854

66) Prioritized Experience-Based Reinforcement Learning With Human Guidance for Autonomous Driving

Author(s): Jingda Wu, Zhiyu Huang, Wenhui Huang, Chen Lv

Pages: 855 - 869

67) Classifier Ensemble Based on Multiview Optimization for High-Dimensional Imbalanced Data Classification

Author(s): Yuhong Xu, Zhiwen Yu, C. L. Philip Chen

Pages: 870 - 883

68) Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain Discrepancies

Author(s): Yalan Ye, Tongjie Pan, Qianhe Meng, Jingjing Li, Heng Tao Shen

Pages: 884 - 898

69) CLEAR: Cluster-Enhanced Contrast for Self-Supervised Graph Representation Learning

Author(s): Xiao Luo, Wei Ju, Meng Qu, Yiyang Gu, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang

Pages: 899 - 912

70) Adaptive NN Controller of Nonlinear State-Dependent Constrained Systems With Unknown Control Direction

Author(s): Dapeng Li, Hong-Gui Han, Jun-Fei Qiao

Pages: 913 - 922

71) Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning

Author(s): Xiong Yang, Mengmeng Xu, Qinglai Wei

Pages: 923 - 937

72) Causal Feature Selection With Dual Correction

Author(s): Xianjie Guo, Kui Yu, Lin Liu, Fuyuan Cao, Jiuyong Li

Pages: 938 - 951

73) Distributed Localization for Multi-Agent Systems With Random Noise Based on Iterative Learning

Author(s): Yunkai Lv, Hao Zhang, Zhuping Wang, Huaicheng Yan

Pages: 952 - 960

74) Enhanced Spatial Feature Learning for Weakly Supervised Object Detection

Author(s): Zhihao Wu, Jie Wen, Yong Xu, Jian Yang, Xuelong Li, David Zhang

Pages: 961 - 972

75) Context-Aware Attentive Multilevel Feature Fusion for Named Entity Recognition

Author(s): Zhiwei Yang, Jing Ma, Hechang Chen, Jiawei Zhang, Yi Chang

Pages: 973 - 984

76) DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs

Author(s): Mengjia Xu, Apoorva Vikram Singh, George Em Karniadakis

Pages: 985 - 998

77) Model-Free Optimal Tracking Control of Nonlinear Input-Affine Discrete-Time Systems via an Iterative Deterministic Q-Learning Algorithm

Author(s): Shijie Song, Minglei Zhu, Xiaolin Dai, Dawei Gong

Pages: 999 - 1012

78) Anchor Association Learning for Unsupervised Video Person Re-Identification

Author(s): Shujun Zeng, Xueping Wang, Min Liu, Qing Liu, Yaonan Wang

Pages: 1013 - 1024

79) NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification

Author(s): Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Pages: 1025 - 1039

80) Finite-Time Synchronization of Complex Dynamical Networks via a Novel Hybrid Controller

Author(s): Qiang Xi, Xinzhi Liu, Xiaodi Li

Pages: 1040 - 1049

81) Matching Distributions Algorithms Based on the Earth Mover’s Distance for Ordinal Quantification

Author(s): Alberto Castaño, Pablo González, Jaime Alonso González, Juan José del Coz

Pages: 1050 - 1061

82) A New Progressive Multisource Domain Adaptation Network With Weighted Decision Fusion

Author(s): Zhun-Ga Liu, Liang-Bo Ning, Zuo-Wei Zhang

Pages: 1062 - 1072

83) Event-Based Robust Optimal Consensus Control for Nonlinear Multiagent System With Local Adaptive Dynamic Programming

Author(s): Jie Wang, Zitao Zhang, Bailing Tian, Qun Zong

Pages: 1073 - 1086

84) Intermittent Sampled-Data Control for Local Stabilization of Neural Networks Subject to Actuator Saturation: A Work-Interval-Dependent Functional Approach

Author(s): Yanyan Ni, Zhen Wang, Xia Huang, Qian Ma, Hao Shen

Pages: 1087 - 1097

85) Spartus: A 9.4 TOp/s FPGA-Based LSTM Accelerator Exploiting Spatio-Temporal Sparsity

Author(s): Chang Gao, Tobi Delbruck, Shih-Chii Liu

Pages: 1098 - 1112

86) Effective Streaming Low-Tubal-Rank Tensor Approximation via Frequent Directions

Author(s): Qianxin Yi, Chenhao Wang, Kaidong Wang, Yao Wang

Pages: 1113 - 1126

87) Noisy Tensor Completion via Low-Rank Tensor Ring

Author(s): Yuning Qiu, Guoxu Zhou, Qibin Zhao, Shengli Xie

Pages: 1127 - 1141

88) Tensor Recovery With Weighted Tensor Average Rank

Author(s): Xiaoqin Zhang, Jingjing Zheng, Li Zhao, Zhengyuan Zhou, Zhouchen Lin

Pages: 1142 - 1156

89) Graph-in-Graph Convolutional Network for Hyperspectral Image Classification

Author(s): Sen Jia, Shuguo Jiang, Shuyu Zhang, Meng Xu, Xiuping Jia

Pages: 1157 - 1171

90) Outperforming RBM Feature-Extraction Capabilities by “Dreaming” Mechanism

Author(s): Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno

Pages: 1172 - 1181

91) Reduced-Order Neural Network Synthesis With Robustness Guarantees

Author(s): Ross Drummond, Matthew C. Turner, Stephen R. Duncan

Pages: 1182 - 1191

92) Probabilistic Motion Prediction and Skill Learning for Human-to-Cobot Dual-Arm Handover Control

Author(s): Zichen Yan, Wei He, Yuanhang Wang, Liang Sun, Xinbo Yu

Pages: 1192 - 1204

93) Kernelized Deep Learning for Matrix Factorization Recommendation System Using Explicit and Implicit Information

Author(s): Xiaoyao Zheng, Zhen Ni, Xiangnan Zhong, Yonglong Luo

Pages: 1205 - 1216

94) Adaptive Neural Network Stochastic-Filter-Based Controller for Attitude Tracking With Disturbance Rejection

Author(s): Hashim A. Hashim, Kyriakos G. Vamvoudakis

Pages: 1217 - 1227

95) A Contextual Relationship Model for Deceptive Opinion Spam Detection

Author(s): Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi

Pages: 1228 - 1239

96) A Stack-Propagation Framework With Slot Filling for Multi-Domain Dialogue State Tracking

Author(s): Yufan Wang, Tingting He, Jie Mei, Rui Fan, Xinhui Tu

Pages: 1240 - 1254

97) InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle

Author(s): Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang

Pages: 1255 - 1264

98) Accelerated Learning Control for Point-to-Point Tracking Systems

Author(s): Hao Jiang, Dong Shen, Shunhao Huang, Xinghuo Yu

Pages: 1265 - 1277

99) Dynamic Ensemble Selection for Imbalanced Data Streams With Concept Drift

Author(s): Botao Jiao, Yinan Guo, Dunwei Gong, Qiuju Chen

Pages: 1278 - 1291

100) Exponential Stability of Impulsive Timescale-Type Nonautonomous Neural Networks With Discrete Time-Varying and Infinite Distributed Delays

Author(s): Peng Wan, Zhigang Zeng

Pages: 1292 - 1304

101) Shilling Black-Box Recommender Systems by Learning to Generate Fake User Profiles

Author(s): Chen Lin, Si Chen, Meifang Zeng, Sheng Zhang, Min Gao, Hui Li

Pages: 1305 - 1319

102) Improved Design for Hardware Implementation of Graph-Based Large Margin Classifiers for Embedded Edge Computing

Author(s): Janier Arias-Garcia, Alan Cândido de Souza, Liliane Gade, Jones Yudi, Frederico Coelho, Cristiano L. Castro, Luiz C. B. Torres, Antonio P. Braga

Pages: 1320 - 1329

103) A Timestamp-Based Inertial Best-Response Dynamics for Distributed Nash Equilibrium Seeking in Weakly Acyclic Games

Author(s): Shaolin Tan, Zhihong Fang, Yaonan Wang, Jinhu Lü

Pages: 1330 - 1340

104) Self-Supervised Autoregressive Domain Adaptation for Time Series Data

Author(s): Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li

Pages: 1341 - 1351

105) Vision–Language Navigation With Beam-Constrained Global Normalization

Author(s): Liang Xie, Meishan Zhang, You Li, Wei Qin, Ye Yan, Erwei Yin

Pages: 1352 - 1363

106) Decentralized Dynamic Event-Triggered Output Feedback Adaptive Fixed-Time Funnel Control for Interconnection Nonlinear systems

Author(s): Haibin Sun, Linlin Hou, Yunliang Wei