IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 2, February 2025

1) Guest Editorial: Special Issue on Information Theoretic Methods for the Generalization, Robustness, and Interpretability of Machine Learning

Author(s): Badong Chen, Shujian Yu, Robert Jenssen, Jose C. Principe, Klaus-Robert Müller

Pages: 1957 - 1958

2) Community Graph Convolution Neural Network for Alzheimer’s Disease Classification and Pathogenetic Factors Identification

Author(s): Xia-An Bi, Ke Chen, Siyu Jiang, Sheng Luo, Wenyan Zhou, Zhaoxu Xing, Luyun Xu, Zhengliang Liu, Tianming Liu

Pages: 1959 - 1973

3) RSS-Bagging: Improving Generalization Through the Fisher Information of Training Data

Author(s): Jieting Wang, Feijiang Li, Jue Li, Chenping Hou, Yuhua Qian, Jiye Liang

Pages: 1974 - 1988

4) Sparse Additive Machine With the Correntropy-Induced Loss

Author(s): Peipei Yuan, Xinge You, Hong Chen, Yingjie Wang, Qinmu Peng, Bin Zou

Pages: 1989 - 2003

5) Asymptotic Behavior of Adversarial Training in Binary Linear Classification

Author(s): Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis

Pages: 2004 - 2012

6) Constrained Maximum Cross-Domain Likelihood for Domain Generalization

Author(s): Jianxin Lin, Yongqiang Tang, Junping Wang, Wensheng Zhang

Pages: 2013 - 2027

7) Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck

Author(s): Haixing Zhu, Weipeng Liu, Zhifan Gao, Heye Zhang

Pages: 2028 - 2039

8) Efficient Approximations for Matrix-Based Rényi’s Entropy on Sequential Data

Author(s): Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li

Pages: 2040 - 2050

9) Celebrating Diversity With Subtask Specialization in Shared Multiagent Reinforcement Learning

Author(s): Chenghao Li, Tonghan Wang, Chengjie Wu, Qianchuan Zhao, Jun Yang, Chongjie Zhang

Pages: 2051 - 2065

10) Information Theoretic Learning-Enhanced Dual-Generative Adversarial Networks With Causal Representation for Robust OOD Generalization

Author(s): Xiaokang Zhou, Xuzhe Zheng, Tian Shu, Wei Liang, Kevin I-Kai Wang, Lianyong Qi, Shohei Shimizu, Qun Jin

Pages: 2066 - 2079

11) Robust Few-Shot Learning Without Using Any Adversarial Samples

Author(s): Gaurav Kumar Nayak, Ruchit Rawal, Inder Khatri, Anirban Chakraborty

Pages: 2080 - 2090

12) Deep Ensemble Transformers for Dimensionality Reduction

Author(s): Maria Nareklishvili, Marius Geitle

Pages: 2091 - 2102

13) Estimating Counterfactual Treatment Outcomes Over Time in Complex Multiagent Scenarios

Author(s): Keisuke Fujii, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda

Pages: 2103 - 2117

14) A Statistical Physics Perspective: Understanding the Causality Behind Convolutional Neural Network Adversarial Vulnerability

Author(s): Ke Wang, Mingjia Zhu, Zicong Chen, Jian Weng, Ming Li, Siu-Ming Yiu, Weiping Ding, Tianlong Gu

Pages: 2118 - 2132

15) Knowledge-Augmented Deep Learning and its Applications: A Survey

Author(s): Zijun Cui, Tian Gao, Kartik Talamadupula, Qiang Ji

Pages: 2133 - 2153

16) Global Model Selection for Semi-Supervised Support Vector Machine via Solution Paths

Author(s): Yajing Fan, Shuyang Yu, Bin Gu, Ziran Xiong, Zhou Zhai, Heng Huang, Yi Chang

Pages: 2154 - 2168

17) A Calibrator Fuzzy Ensemble for Highly-Accurate Robot Arm Calibration

Author(s): Xin Luo, Zhibin Li, Wenbin Yue, Shuai Li

Pages: 2169 - 2181

18) Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network With Graph Representation Learning

Author(s): Xingqun Qi, Muyi Sun, Zijian Wang, Jiaming Liu, Qi Li, Fang Zhao, Shanghang Zhang, Caifeng Shan

Pages: 2182 - 2195

19) Daily Schedule Recommendation in Urban Life Based on Deep Reinforcement Learning

Author(s): Jia Liu, Donghai Zhai, Wei Huang, Shenggong Ji, Junbo Zhang, Tianrui Li

Pages: 2196 - 2205

20) Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty

Author(s): Zhenghua Xu, Wenting Xu, Ruizhi Wang, Junyang Chen, Chang Qi, Thomas Lukasiewicz

Pages: 2206 - 2220

21) Cooperative Active Learning-Based Dual Control for Exploration and Exploitation in Autonomous Search

Author(s): Zhongguo Li, Wen-Hua Chen, Jun Yang, Cunjia Liu

Pages: 2221 - 2233

22) Adaptive Intermittent Pinning Control for Synchronization of Delayed Nonlinear Memristive Neural Networks With Reaction–Diffusion Items

Author(s): Qiwei Liu, Huaicheng Yan, Hao Zhang, Lu Zeng, Chaoyang Chen

Pages: 2234 - 2245

23) Norest-Net: Normal Estimation Neural Network for 3-D Noisy Point Clouds

Author(s): Yingkui Zhang, Mingqiang Wei, Lei Zhu, Guibao Shen, Fu Lee Wang, Jing Qin, Qiong Wang

Pages: 2246 - 2258

24) Analysis and Application of Matrix-Form Neural Networks for Fast Matrix-Variable Convex Optimization

Author(s): Youshen Xia, Tiantian Ye, Liqing Huang

Pages: 2259 - 2273

25) CDNA-SNN: A New Spiking Neural Network for Pattern Classification Using Neuronal Assemblies

Author(s): Vahid Saranirad, Shirin Dora, Thomas Martin McGinnity, Damien Coyle

Pages: 2274 - 2287

26) Approximate Policy Iteration With Deep Minimax Average Bellman Error Minimization

Author(s): Lican Kang, Yuhui Liu, Yuan Luo, Jerry Zhijian Yang, Han Yuan, Chang Zhu

Pages: 2288 - 2299

27) Sampled-Data State Estimation for LSTM

Author(s): Yongsik Jin, S. M. Lee

Pages: 2300 - 2313

28) Deep Progressive Reinforcement Learning-Based Flexible Resource Scheduling Framework for IRS and UAV-Assisted MEC System

Author(s): Li Dong, Feibo Jiang, Minjie Wang, Yubo Peng, Xiaolong Li

Pages: 2314 - 2326

29) Learn Zero-Constraint-Violation Safe Policy in Model-Free Constrained Reinforcement Learning

Author(s): Haitong Ma, Changliu Liu, Shengbo Eben Li, Sifa Zheng, Wenchao Sun, Jianyu Chen

Pages: 2327 - 2341

30) KL-DNAS: Knowledge Distillation-Based Latency Aware-Differentiable Architecture Search for Video Motion Magnification

Author(s): Jasdeep Singh, Subrahmanyam Murala, G. Sankara Raju Kosuru

Pages: 2342 - 2352

31) Advancing Spiking Neural Networks Toward Deep Residual Learning

Author(s): Yifan Hu, Lei Deng, Yujie Wu, Man Yao, Guoqi Li

Pages: 2353 - 2367

32) Compact Goal Representation Learning via Information Bottleneck in Goal-Conditioned Reinforcement Learning

Author(s): Qiming Zou, Einoshin Suzuki

Pages: 2368 - 2381

33) Interleaved Periodic Event-Triggered Communications-Based Distributed Formation Control for Cooperative Unmanned Surface Vessels

Author(s): Bin Zhou, Bing Huang, Yumin Su, Cheng Zhu

Pages: 2382 - 2394

34) Multiview Large Margin Distribution Machine

Author(s): Kun Hu, Yingyuan Xiao, Wenguang Zheng, Wenxin Zhu, Ching-Hsien Hsu

Pages: 2395 - 2409

35) MDEformer: Mixed Difference Equation Inspired Transformer for Compressed Video Quality Enhancement

Author(s): Mingjin Zhang, Haichen Bai, Wenteng Shang, Jie Guo, Yunsong Li, Xinbo Gao

Pages: 2410 - 2422

36) Transferability-Guided Cross-Domain Cross-Task Transfer Learning

Author(s): Yang Tan, Enming Zhang, Yang Li, Shao-Lun Huang, Xiao-Ping Zhang

Pages: 2423 - 2436

37) MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection

Author(s): Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen

Pages: 2437 - 2450

38) Deeply Supervised Block-Wise Neural Architecture Search

Author(s): An Yang, Ying Liu, Chunguang Li, Qinyuan Ren

Pages: 2451 - 2464

39) SASAN: Shape-Adaptive Set Abstraction Network for Point-Voxel 3D Object Detection

Author(s): Hui Zhang, Guiyang Luo, Xiao Wang, Yidong Li, Weiping Ding, Fei-Yue Wang

Pages: 2465 - 2479

40) Hybrid Gromov–Wasserstein Embedding for Capsule Learning

Author(s): Pourya Shamsolmoali, Masoumeh Zareapoor, Swagatam Das, Eric Granger, Salvador García

Pages: 2480 - 2494

41) Analytical Uncertainty Propagation in Neural Networks

Author(s): Paul Jungmann, Julia Poray, Akash Kumar

Pages: 2495 - 2508

42) AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets

Author(s): Yuqing Zhao, Divya Saxena, Jiannong Cao

Pages: 2509 - 2522

43) MIT: Mutual Information Topic Model for Diverse Topic Extraction

Author(s): Rui Wang, Deyu Zhou, Haiping Huang, Yongquan Zhou

Pages: 2523 - 2537

44) Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation

Author(s): Shuang Li, Rui Zhang, Kaixiong Gong, Mixue Xie, Wenxuan Ma, Guangyu Gao

Pages: 2538 - 2550

45) Memory-Dependent Computation and Learning in Spiking Neural Networks Through Hebbian Plasticity

Author(s): Thomas Limbacher, Ozan Özdenizci, Robert Legenstein

Pages: 2551 - 2562

46) Multi-Instance Nonparallel Tube Learning

Author(s): Yanshan Xiao, Bo Liu, Zhifeng Hao

Pages: 2563 - 2577

47) FADngs: Federated Learning for Anomaly Detection

Author(s): Boyu Dong, Dong Chen, Yu Wu, Siliang Tang, Yueting Zhuang

Pages: 2578 - 2592

48) Learning to Predict Gradients for Semi-Supervised Continual Learning

Author(s): Yan Luo, Yongkang Wong, Mohan Kankanhalli, Qi Zhao

Pages: 2593 - 2607

49) Deep Reinforcement Learning-Based Multirestricted Dynamic-Request Transportation Framework

Author(s): Erdal Akin

Pages: 2608 - 2618

50) Reconstruction of Adaptive Leaky Integrate-and-Fire Neuron to Enhance the Spiking Neural Networks Performance by Establishing Complex Dynamics

Author(s): Quan Liu, Mincheng Cai, Kun Chen, Qingsong Ai, Li Ma

Pages: 2619 - 2633

51) Cycle-Refined Multidecision Joint Alignment Network for Unsupervised Domain Adaptive Hyperspectral Change Detection

Author(s): Jiahui Qu, Wenqian Dong, Yufei Yang, Tongzhen Zhang, Yunsong Li, Qian Du

Pages: 2634 - 2647

52) Capsule Networks With Residual Pose Routing

Author(s): Yi Liu, De Cheng, Dingwen Zhang, Shoukun Xu, Jungong Han

Pages: 2648 - 2661

53) Tensor Robust Kernel PCA for Multidimensional Data

Author(s): Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Qibin Zhao

Pages: 2662 - 2674

54) Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection

Author(s): Jiabin Liu, Huadong Wang, Hanyuan Hang, Shumin Ma, Xin Shen, Yong Shi

Pages: 2675 - 2689

55) CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition

Author(s): Zhiwen Xiao, Huagang Tong, Rong Qu, Huanlai Xing, Shouxi Luo, Zonghai Zhu, Fuhong Song, Li Feng

Pages: 2690 - 2704

56) Goal-Conditioned Hierarchical Reinforcement Learning With High-Level Model Approximation

Author(s): Yu Luo, Tianying Ji, Fuchun Sun, Huaping Liu, Jianwei Zhang, Mingxuan Jing, Wenbing Huang

Pages: 2705 - 2719

57) Universality and Approximation Bounds for Echo State Networks With Random Weights

Author(s): Zhen Li, Yunfei Yang

Pages: 2720 - 2732

58) Frequency Domain-Oriented Complex Graph Neural Networks for Graph Classification

Author(s): Youfa Liu, Bo Du

Pages: 2733 - 2746

59) Deep Reinforcement Learning for Nash Equilibrium of Differential Games

Author(s): Zhenyu Li, Yazhong Luo

Pages: 2747 - 2761

60) An Inexact Sequential Quadratic Programming Method for Learning and Control of Recurrent Neural Networks

Author(s): Adeyemi D. Adeoye, Alberto Bemporad

Pages: 2762 - 2776

61) Security and Safety-Critical Learning-Based Collaborative Control for Multiagent Systems

Author(s): Bing Yan, Peng Shi, Chee Peng Lim, Yuan Sun, Ramesh K. Agarwal

Pages: 2777 - 2788

62) KMT-PLL: K-Means Cross-Attention Transformer for Partial Label Learning

Author(s): Jinfu Fan, Linqing Huang, Chaoyu Gong, Yang You, Min Gan, Zhongjie Wang

Pages: 2789 - 2800

63) Graph Reasoning With Supervised Contrastive Learning for Legal Judgment Prediction

Author(s): Jiawei Wang, Yuquan Le, Da Cao, Shaofei Lu, Zhe Quan, Meng Wang

Pages: 2801 - 2815

64) Toward Balance Deep Semisupervised Clustering

Author(s): Yu Duan, Zhoumin Lu, Rong Wang, Xuelong Li, Feiping Nie

Pages: 2816 - 2828

65) Robust Low-Rank Latent Feature Analysis for Spatiotemporal Signal Recovery

Author(s): Di Wu, Zechao Li, Zhikai Yu, Yi He, Xin Luo

Pages: 2829 - 2842

66) Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation

Author(s): Giorgio Morales, John W. Sheppard

Pages: 2843 - 2853

67) Toward Less Constrained Macro-Neural Architecture Search

Author(s): Vasco Lopes, Luís A. Alexandre

Pages: 2854 - 2868

68) Learning Robust Predictive Control: A Spatial–Temporal Game Theoretic Approach

Author(s): Xindi Yang, Hao Zhang, Zhuping Wang, Shun-Feng Su

Pages: 2869 - 2880

69) Fully Spiking Actor Network With Intralayer Connections for Reinforcement Learning

Author(s): Ding Chen, Peixi Peng, Tiejun Huang, Yonghong Tian

Pages: 2881 - 2893

70) A Hybrid of Generative and Discriminative Models Based on the Gaussian-Coupled Softmax Layer

Author(s): Hideaki Hayashi

Pages: 2894 - 2904

71) An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate

Author(s): Cheng-Hong Yang, Sin-Hua Moi, Li-Yeh Chuang, Yu-Da Lin

Pages: 2905 - 2916

72) Deep Multiview Module Adaption Transfer Network for Subject-Specific EEG Recognition

Author(s): Weigang Cui, Yansong Xiang, Yifan Wang, Tao Yu, Xiao-Feng Liao, Bin Hu, Yang Li

Pages: 2917 - 2930

73) Achieving Sharp Upper Bounds on the Expressive Power of Neural Networks via Tropical Polynomials

Author(s): Zhiwei Li, Cheng Wang

Pages: 2931 - 2945

74) Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression

Author(s): Junwei Duan, Shiyi Yao, Jiantao Tan, Yang Liu, Long Chen, Zhen Zhang, C. L. Philip Chen

Pages: 2946 - 2957

75) Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd Counting

Author(s): Mingyue Guo, Binghui Chen, Zhaoyi Yan, Yaowei Wang, Qixiang Ye

Pages: 2958 - 2972

76) Conformal Loss-Controlling Prediction

Author(s): Di Wang, Ping Wang, Zhong Ji, Xiaojun Yang, Hongyue Li

Pages: 2973 - 2983

77) Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning

Author(s): Wenxuan Ma, Xing Yan, Kun Zhang

Pages: 2984 - 2998

78) Hyperspectral Image Super Resolution With Real Unaligned RGB Guidance

Author(s): Zeqiang Lai, Ying Fu, Jun Zhang

Pages: 2999 - 3011

79) Masked Spatial–Spectral Autoencoders Are Excellent Hyperspectral Defenders

Author(s): Jiahao Qi, Zhiqiang Gong, Xingyue Liu, Chen Chen, Ping Zhong

Pages: 3012 - 3026

80) ViT-MVT: A Unified Vision Transformer Network for Multiple Vision Tasks

Author(s): Tao Xie, Kun Dai, Zhiqiang Jiang, Ruifeng Li, Shouren Mao, Ke Wang, Lijun Zhao

Pages: 3027 - 3041

81) Allosteric Feature Collaboration for Model-Heterogeneous Federated Learning

Author(s): Baoyao Yang, Pong C. Yuen, Yiqun Zhang, An Zeng

Pages: 3042 - 3056

82) Multiprior Learning Via Neural Architecture Search for Blind Face Restoration

Author(s): Yanjiang Yu, Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li

Pages: 3057 - 3070

83) SOSNet: Real-Time Small Object Segmentation via Hierarchical Decoding and Example Mining

Author(s): Wang Liu, Xudong Kang, Puhong Duan, Zhuojun Xie, Xiaohui Wei, Shutao Li

Pages: 3071 - 3083

84) Self-Constructing Chebyshev Fuzzy Neural Complementary Sliding Mode Control and its Application

Author(s): Juntao Fei, Lei Zhang, Yunmei Fang

Pages: 3084 - 3097

85) CORE: CORrelation-Guided Feature Enhancement for Few-Shot Image Classification

Author(s): Jing Xu, Xinglin Pan, Jingquan Wang, Wenjie Pei, Qing Liao, Zenglin Xu

Pages: 3098 - 3110

86) MG-SIN: Multigraph Sparse Interaction Network for Multitask Stance Detection

Author(s): Heyan Chai, Jinhao Cui, Siyu Tang, Ye Ding, Xinwang Liu, Binxing Fang, Qing Liao

Pages: 3111 - 3125

87) Distributed Adaptive Flocking Control for Large-Scale Multiagent Systems

Author(s): Shawon Dey, Hao Xu

Pages: 3126 - 3135

88) Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging

Author(s): Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang

Pages: 3136 - 3150

89) Factorization Vision Transformer: Modeling Long-Range Dependency With Local Window Cost

Author(s): Haolin Qin, Daquan Zhou, Tingfa Xu, Ziyang Bian, Jianan Li

Pages: 3151 - 3164

90) Intralayer Synchronization and Interlayer Quasisynchronization in Multiplex Networks of Nonidentical Layers

Author(s): Yujuan Han, Wenlian Lu, Tianping Chen

Pages: 3165 - 3174

91) EM-Trans: Edge-Aware Multimodal Transformer for RGB-D Salient Object Detection

Author(s): Geng Chen, Qingyue Wang, Bo Dong, Ruitao Ma, Nian Liu, Huazhu Fu, Yong Xia

Pages: 3175 - 3188

92) Toward High-Accuracy and Low-Latency Spiking Neural Networks With Two-Stage Optimization

Author(s): Ziming Wang, Yuhao Zhang, Shuang Lian, Xiaoxin Cui, Rui Yan, Huajin Tang

Pages: 3189 - 3203

93) Federated Discriminative Representation Learning for Image Classification

Author(s): Yupei Zhang, Yifei Wang, Yuxin Li, Yunan Xu, Shuangshuang Wei, Shuhui Liu, Xuequn Shang

Pages: 3204 - 3217

94) Subgraph Propagation and Contrastive Calibration for Incomplete Multiview Data Clustering

Author(s): Zhibin Dong, Jiaqi Jin, Yuyang Xiao, Bin Xiao, Siwei Wang, Xinwang Liu, En Zhu

Pages: 3218 - 3230

95) A Unified and Biologically Plausible Relational Graph Representation of Vision Transformers

Author(s): Yuzhong Chen, Zhenxiang Xiao, Yu Du, Lin Zhao, Lu Zhang, Zihao Wu, Dajiang Zhu, Tuo Zhang, Dezhong Yao, Xintao Hu, Tianming Liu, Xi Jiang

Pages: 3231 - 3243

96) Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network

Author(s): Wenxuan Tu, Bin Xiao, Xinwang Liu, Sihang Zhou, Zhiping Cai, Jieren Cheng

Pages: 3244 - 3257

97) DVSRNet: Deep Video Super-Resolution Based on Progressive Deformable Alignment and Temporal-Sparse Enhancement

Author(s): Qiang Zhu, Feiyu Chen, Shuyuan Zhu, Yu Liu, Xue Zhou, Ruiqin Xiong, Bing Zeng

Pages: 3258 - 3272

98) Active Learning for Handling Missing Data

Author(s): Alaa Tharwat, Wolfram Schenck

Pages: 3273 - 3287

99) eVAE: Evolutionary Variational Autoencoder

Author(s): Zhangkai Wu, Longbing Cao, Lei Qi

Pages: 3288 - 3299

100) Tuned Compositional Feature Replays for Efficient Stream Learning

Author(s): Morgan B. Talbot, Rushikesh Zawar, Rohil Badkundri, Mengmi Zhang, Gabriel Kreiman

Pages: 3300 - 3314

101) PAFormer: Anomaly Detection of Time Series With Parallel-Attention Transformer

Author(s): Ningning Bai, Xiaofeng Wang, Ruidong Han, Qin Wang, Zinian Liu

Pages: 3315 - 3328

102) Attentive Learning Facilitates Generalization of Neural Networks

Author(s): Shiye Lei, Fengxiang He, Haowen Chen, Dacheng Tao

Pages: 3329 - 3342

103) DSFedCon: Dynamic Sparse Federated Contrastive Learning for Data-Driven Intelligent Systems

Author(s): Zhengming Li, Jiahui Chen, Peifeng Zhang, Huiwu Huang, Guanbin Li

Pages: 3343 - 3355

104) Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds

Author(s): Wenwen Wei, Ping Wei, Zhimin Liao, Jialu Qin, Xiang Cheng, Meiqin Liu, Nanning Zheng

Pages: 3356 - 3369

105) DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization

Author(s): Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Weiming Dong, Changsheng Xu

Pages: 3370 - 3383

106) LR Aerial Photo Categorization by Cross-Resolution Perceptual Knowledge Propagation

Author(s): Yi Li, Luming Zhang, Lin Shao

Pages: 3384 - 3395

107) Robust Decoding of Rich Dynamical Visual Scenes With Retinal Spikes

Author(s): Zhaofei Yu, Tong Bu, Yijun Zhang, Shanshan Jia, Tiejun Huang, Jian K. Liu

Pages: 3396 - 3409

108) MCMC: Multi-Constrained Model Compression via One-Stage Envelope Reinforcement Learning

Author(s): Siqi Li, Jun Chen, Shanqi Liu, Chengrui Zhu, Guanzhong Tian, Yong Liu

Pages: 3410 - 3422

109) Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks With Soft-Thresholding

Author(s): Chunyan Xiong, Chaoxing Zhang, Mengli Lu, Xiaotong Yu, Jian Cao, Zhong Chen, Di Guo, Xiaobo Qu

Pages: 3423 - 3435

110) Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution

Author(s): Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu

Pages: 3436 - 3449

111) Imbalance Mitigation for Continual Learning via Knowledge Decoupling and Dual Enhanced Contrastive Learning

Author(s): Zhong Ji, Zhanyu Jiao, Qiang Wang, Yanwei Pang, Jungong Han

Pages: 3450 - 3463

112) Multilevel Contrastive Graph Masked Autoencoders for Unsupervised Graph-Structure Learning

Author(s): Sichao Fu, Qinmu Peng, Yang He, Xiaorui Wang, Bin Zou, Duanquan Xu, Xiao-Yuan Jing, Xinge You

Pages: 3464 - 3478

113) Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees

Author(s): Liao Zhu, Qinglai Wei, Ping Guo

Pages: 3479 - 3489

114) Parallel Solution of Nonlinear Projection Equations in a Multitask Learning Framework

Author(s): Dawen Wu, Abdel Lisser

Pages: 3490 - 3503

115) An Off-Policy Reinforcement Learning-Based Adaptive Optimization Method for Dynamic Resource Allocation Problem

Author(s): Baiyang He, Ying Meng, Lixin Tang

Pages: 3504 - 3518

116) Redundancy is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning

Author(s): Mengran Li, Yong Zhang, Shaofan Wang, Yongli Hu, Baocai Yin

Pages: 3519 - 3533

117) Novel Snap-Layer MMPC Scheme via Neural Dynamics Equivalency and Solver for Redundant Robot Arms With Five-Layer Physical Limits

Author(s): Zanyu Tang, Yunong Zhang, Liangjie Ming

Pages: 3534 - 3546

118) Self-Supervised Lie Algebra Representation Learning via Optimal Canonical Metric

Author(s): Xiaohan Yu, Zicheng Pan, Yang Zhao, Yongsheng Gao

Pages: 3547 - 3558

119) Knowledge Distillation Guided Interpretable Brain Subgraph Neural Networks for Brain Disorder Exploration

Author(s): Xuexiong Luo, Jia Wu, Jian Yang, Hongyang Chen, Zhao Li, Hao Peng, Chuan Zhou

Pages: 3559 - 3572

120) Finite-Time Adaptive Dynamic Programming for Affine-Form Nonlinear Systems

Author(s): Longjie Zhang, Yong Chen

Pages: 3573 - 3586

121) SARF: Aliasing Relation–Assisted Self-Supervised Learning for Few-Shot Relation Reasoning

Author(s): Lingyuan Meng, Ke Liang, Bin Xiao, Sihang Zhou, Yue Liu, Meng Liu, Xihong Yang, Xinwang Liu, Jinyan Li

Pages: 3587 - 3597

122) Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model With Long Memory

Author(s): Hejia Qiu, Chao Li, Ying Weng, Zhun Sun, Qibin Zhao

Pages: 3598 - 3607

123) Synchronization in Coupled Neural Networks With Hybrid Delayed Impulses: Average Impulsive Delay-Gain Method

Author(s): Kangping Gao, Jianquan Lu, Wei Xing Zheng, Xiangyong Chen

Pages: 3608 - 3617

124) Memristor-Based Neural Network Circuit of Associative Memory With Overshadowing and Emotion Congruent Effect

Author(s): Junwei Sun, Yu Zhai, Peng Liu, Yanfeng Wang

Pages: 3618 - 3630

125) GT-HAD: Gated Transformer for Hyperspectral Anomaly Detection

Author(s): Jie Lian, Lizhi Wang, He Sun, Hua Huang

Pages: 3631 - 3645

126) Deep Multiview Clustering by Pseudo-Label Guided Contrastive Learning and Dual Correlation Learning

Author(s): Shizhe Hu, Chengkun Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye

Pages: 3646 - 3658

127) Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore–Penrose Inverse

Author(s): Zhaohui Qi, Yingqiang Ning, Lin Xiao, Zidong Wang, Yongjun He

Pages: 3659 - 3670

128) Joint State and Unknown Input Estimation for a Class of Artificial Neural Networks With Sensor Resolution: An Encoding–Decoding Mechanism

Author(s): Yuxuan Shen, Zidong Wang, Hongli Dong, Hongjian Liu, Xiaohui Liu

Pages: 3671 - 3681

129) Convergence-Rate-Based Event-Triggered Mechanisms for Quasi-Synchronization of Delayed Nonlinear Systems on Time Scales

Author(s): Peng Wan, Zhigang Zeng

Pages: 3682 - 3692

130) Controllability of N-Duplication Corona Product Networks With Laplacian Dynamics

Author(s): Bo Liu, Xuan Li, Junjie Huang, Housheng Su

Pages: 3693 - 3707

131) Anchor Graph Network for Incomplete Multiview Clustering

Author(s): Yulu Fu, Yuting Li, Qiong Huang, Jinrong Cui, Jie Wen

Pages: 3708 - 3719

132) A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction

Author(s): Lei Ren, Haiteng Wang, Tingyu Mo, Laurence T. Yang

Pages: 3720 - 3729

133) Cognition-Driven Structural Prior for Instance-Dependent Label Transition Matrix Estimation

Author(s): Ruiheng Zhang, Zhe Cao, Shuo Yang, Lingyu Si, Haoyang Sun, Lixin Xu, Fuchun Sun

Pages: 3730 - 3743

134) EaLDL: Element-Aware Lifelong Dictionary Learning for Multimode Process Monitoring

Author(s): Keke Huang, Hengxing Zhu, Dehao Wu, Chunhua Yang, Weihua Gui

Pages: 3744 - 3757

135) Partial Multilabel Learning Using Noise-Tolerant Broad Learning System With Label Enhancement and Dimensionality Reduction

Author(s): Wenbin Qian, Yanqiang Tu, Jintao Huang, Wenhao Shu, Yiu-Ming Cheung

Pages: 3758 - 3772

136) Fault-Tolerant Attitude Tracking Control Driven by Spiking NNs for Unmanned Aerial Vehicles

Author(s): Wei Yu, Ning Yang, Zhijiong Wang, Hung Chun Li, Anguo Zhang, Chaoxu Mu, Sio Hang Pun

Pages: 3773 - 3785

137) Label Distribution Learning by Partitioning Label Distribution Manifold

Author(s): Jing Wang, Jianhui Lv, Xin Geng

Pages: 3786 - 3796

138) Anchor-Sharing and Cluster-Wise Contrastive Network for Multiview Representation Learning

Author(s): Weiqing Yan, Yuanyang Zhang, Chang Tang, Wujie Zhou, Weisi Lin

Pages: 3797 - 3807

139) Shielded Planning Guided Data-Efficient and Safe Reinforcement Learning

Author(s): Hao Wang, Jiahu Qin, Zhen Kan

Pages: 3808 - 3819

140) Adaptive Sparse Memory Networks for Efficient and Robust Video Object Segmentation

Author(s): Jisheng Dang, Huicheng Zheng, Xiaohao Xu, Longguang Wang, Qingyong Hu, Yulan Guo

Pages: 3820 - 3833

141) Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience

Author(s): Richeng Jin, Yuding Liu, Yufan Huang, Xiaofan He, Tianfu Wu, Huaiyu Dai

Pages: 3834 - 3846

142) An End-to-End Deep Graph Clustering via Online Mutual Learning

Author(s): Ziheng Jiao, Xuelong Li

Pages: 3847 - 3854

143) On the Size and Width of the Decoder of a Boolean Threshold Autoencoder

Author(s): Tatsuya Akutsu, Avraham A. Melkman

Pages: 3855 - 3862

144) Learning Cross-Domain Features With Dual-Path Signal Transformer

Author(s): Lei Zhai, Yitong Li, Zhixi Feng, Shuyuan Yang, Hao Tan

Pages: 3863 - 3869

145) Data-Driven Safe Policy Optimization for Black-Box Dynamical Systems With Temporal Logic Specifications

Author(s): Chenlin Zhang, Shijun Lin, Hao Wang, Ziyang Chen, Shaochen Wang, Zhen Kan

Pages: 3870 - 3877

146) Convergence Analysis on Trace Ratio Linear Discriminant Analysis Algorithms

Author(s): Qiaolin Ye, Jie Yang, Hao Zheng, Liyong Fu

Pages: 3878 - 3881