IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Number 9, September 2024

1) Guest Editorial: Special Issue on Graph Learning

Author(s): Feng Xia, Renaud Lambiotte, Neil Shah, Hanghang Tong, Irwin King

Pages: 11630 - 11633

2) Permutation Equivariant Graph Framelets for Heterophilous Graph Learning

Author(s): Jianfei Li, Ruigang Zheng, Han Feng, Ming Li, Xiaosheng Zhuang

Pages: 11634 - 11648

3) MARML: Motif-Aware Deep Representation Learning in Multilayer Networks

Author(s): Da Zhang, Mansur R. Kabuka

Pages: 11649 - 11660

4) Toward Robust Graph Semi-Supervised Learning Against Extreme Data Scarcity

Author(s): Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White

Pages: 11661 - 11670

5) Graph Embedded Intuitionistic Fuzzy Random Vector Functional Link Neural Network for Class Imbalance Learning

Author(s): M. A. Ganaie, M. Sajid, A. K. Malik, M. Tanveer

Pages: 11671 - 11680

6) Affinity Uncertainty-Based Hard Negative Mining in Graph Contrastive Learning

Author(s): Chaoxi Niu, Guansong Pang, Ling Chen

Pages: 11681 - 11691

7) Knowledge Graph Alignment Under Scarce Supervision: A General Framework With Active Cross-View Contrastive Learning

Author(s): Weixin Zeng, Xiang Zhao, Jiuyang Tang, Changjun Fan

Pages: 11692 - 11705

8) Motif-Based Contrastive Learning for Community Detection

Author(s): Xunxun Wu, Chang-Dong Wang, Jia-Qi Lin, Wu-Dong Xi, Philip S. Yu

Pages: 11706 - 11719

9) Refining Euclidean Obfuscatory Nodes Helps: A Joint-Space Graph Learning Method for Graph Neural Networks

Author(s): Zhaogeng Liu, Feng Ji, Jielong Yang, Xiaofeng Cao, Muhan Zhang, Hechang Chen, Yi Chang

Pages: 11720 - 11733

10) Gegenbauer Graph Neural Networks for Time-Varying Signal Reconstruction

Author(s): Jhon A. Castro-Correa, Jhony H. Giraldo, Mohsen Badiey, Fragkiskos D. Malliaros

Pages: 11734 - 11745

11) A Graph-Neural-Network-Powered Solver Framework for Graph Optimization Problems

Author(s): Congsong Zhang, Yong Gao, James Nastos

Pages: 11746 - 11760

12) Physics-Informed Explainable Continual Learning on Graphs

Author(s): Ciyuan Peng, Tao Tang, Qiuyang Yin, Xiaomei Bai, Suryani Lim, Charu C. Aggarwal

Pages: 11761 - 11772

13) GAP-LSTM: Graph-Based Autocorrelation Preserving Networks for Geo-Distributed Forecasting

Author(s): Massimiliano Altieri, Roberto Corizzo, Michelangelo Ceci

Pages: 11773 - 11787

14) Deep Learning for Dynamic Graphs: Models and Benchmarks

Author(s): Alessio Gravina, Davide Bacciu

Pages: 11788 - 11801

15) Correlation-Aware Spatial–Temporal Graph Learning for Multivariate Time-Series Anomaly Detection

Author(s): Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa T. Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang

Pages: 11802 - 11816

16) Reconstructed Graph Neural Network With Knowledge Distillation for Lightweight Anomaly Detection

Author(s): Xiaokang Zhou, Jiayi Wu, Wei Liang, Kevin I-Kai Wang, Zheng Yan, Laurence T. Yang, Qun Jin

Pages: 11817 - 11828

17) A Multitask Dynamic Graph Attention Autoencoder for Imbalanced Multilabel Time Series Classification

Author(s): Le Sun, Chenyang Li, Yongjun Ren, Yanchun Zhang

Pages: 11829 - 11842

18) Personalized Federated Graph Learning on Non-IID Electronic Health Records

Author(s): Tao Tang, Zhuoyang Han, Zhen Cai, Shuo Yu, Xiaokang Zhou, Taiwo Oseni, Sajal K. Das

Pages: 11843 - 11856

19) Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation

Author(s): Han Huang, Leilei Sun, Bowen Du, Weifeng Lv

Pages: 11857 - 11871

20) Relation-Aware Heterogeneous Graph Network for Learning Intermodal Semantics in Textbook Question Answering

Author(s): Sai Zhang, Yunjie Wu, Xiaowang Zhang, Zhiyong Feng, Liang Wan, Zhiqiang Zhuang

Pages: 11872 - 11883

21) Object Counting via Group and Graph Attention Network

Author(s): Xiangyu Guo, Mingliang Gao, Guofeng Zou, Alessandro Bruno, Abdellah Chehri, Gwanggil Jeon

Pages: 11884 - 11895

22) GRA: Graph Representation Alignment for Semi-Supervised Action Recognition

Author(s): Kuan-Hung Huang, Yao-Bang Huang, Yong-Xiang Lin, Kai-Lung Hua, M. Tanveer, Xuequan Lu, Imran Razzak

Pages: 11896 - 11905

23) Backpropagation-Based Learning Techniques for Deep Spiking Neural Networks: A Survey

Author(s): Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel

Pages: 11906 - 11921

24) Towards Fairness-Aware Federated Learning

Author(s): Yuxin Shi, Han Yu, Cyril Leung

Pages: 11922 - 11938

25) Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey

Author(s): Amjad Yousef Majid, Serge Saaybi, Vincent Francois-Lavet, R. Venkatesha Prasad, Chris Verhoeven

Pages: 11939 - 11957

26) Few-Shot Object Detection: A Comprehensive Survey

Author(s): Mona Köhler, Markus Eisenbach, Horst-Michael Gross

Pages: 11958 - 11978

27) Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks

Author(s): Bo Lyu, Shiping Wen, Yin Yang, Xiaojun Chang, Junwei Sun, Yiran Chen, Tingwen Huang

Pages: 11979 - 11988

28) SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction

Author(s): Pei Lv, Wentong Wang, Yunxin Wang, Yuzhen Zhang, Mingliang Xu, Changsheng Xu

Pages: 11989 - 12003

29) Multicontrast MRI Super-Resolution via Transformer-Empowered Multiscale Contextual Matching and Aggregation

Author(s): Jun Lyu, Guangyuan Li, Chengyan Wang, Qing Cai, Qi Dou, David Zhang, Jing Qin

Pages: 12004 - 12014

30) Memristive Circuit Implementation of Caenorhabditis Elegans Mechanism for Neuromorphic Computing

Author(s): Hegan Chen, Qinghui Hong, Zhongrui Wang, Chunhua Wang, Xiangxiang Zeng, Jiliang Zhang

Pages: 12015 - 12026

31) Sparse Personalized Federated Learning

Author(s): Xiaofeng Liu, Yinchuan Li, Qing Wang, Xu Zhang, Yunfeng Shao, Yanhui Geng

Pages: 12027 - 12041

32) Continual Learning of Generative Models With Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence

Author(s): Mehmet Dedeoglu, Sen Lin, Zhaofeng Zhang, Junshan Zhang

Pages: 12042 - 12056

33) Newton–Raphson Meets Sparsity: Sparse Learning Via a Novel Penalty and a Fast Solver

Author(s): Yongxiu Cao, Lican Kang, Xuerui Li, Yanyan Liu, Yuan Luo, Yueyong Shi

Pages: 12057 - 12067

34) Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models

Author(s): Łukasz Struski, Michał Sadowski, Tomasz Danel, Jacek Tabor, Igor T. Podolak

Pages: 12068 - 12082

35) Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels

Author(s): Haonan Luo, Guosheng Lin, Fumin Shen, Xingguo Huang, Yazhou Yao, Hengtao Shen

Pages: 12083 - 12094

36) Security Versus Accuracy: Trade-Off Data Modeling to Safe Fault Classification Systems

Author(s): Yue Zhuo, Zhihuan Song, Zhiqiang Ge

Pages: 12095 - 12106

37) Data-Driven-Based Cooperative Resilient Learning Method for Nonlinear MASs Under DoS Attacks

Author(s): Chao Deng, Xiao-Zheng Jin, Zheng-Guang Wu, Wei-Wei Che

Pages: 12107 - 12116

38) Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition

Author(s): Yuren Mao, Yu Hao, Weiwei Liu, Xuemin Lin, Xin Cao

Pages: 12117 - 12129

39) Learning Heterogeneous Spatial–Temporal Context for Skeleton-Based Action Recognition

Author(s): Xuehao Gao, Yang Yang, Yang Wu, Shaoyi Du

Pages: 12130 - 12141

40) Modeling High-Order Relationships: Brain-Inspired Hypergraph-Induced Multimodal-Multitask Framework for Semantic Comprehension

Author(s): Xian Sun, Fanglong Yao, Chibiao Ding

Pages: 12142 - 12156

41) SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification

Author(s): Jialin Wang, Rui Gao, Haotian Zheng, Hao Zhu, C.-J. Richard Shi

Pages: 12157 - 12171

42) Task-Oriented Robot Cognitive Manipulation Planning Using Affordance Segmentation and Logic Reasoning

Author(s): Zhongli Wang, Guohui Tian

Pages: 12172 - 12185

43) Active Clustering Ensemble With Self-Paced Learning

Author(s): Peng Zhou, Bicheng Sun, Xinwang Liu, Liang Du, Xuejun Li

Pages: 12186 - 12200

44) Pivotal-Aware Principal Component Analysis

Author(s): Xuelong Li, Pei Li, Hongyuan Zhang, Kangjia Zhu, Rui Zhang

Pages: 12201 - 12210

45) Distributed Adaptive Output Feedback Consensus for Nonlinear Stochastic Multiagent Systems by Reference Generator Approach

Author(s): Guopin Liu, Ju H. Park, Changchun Hua, Hongshuang Xu, Yafeng Li

Pages: 12211 - 12223

46) Efficient and Effective One-Step Multiview Clustering

Author(s): Jun Wang, Chang Tang, Zhiguo Wan, Wei Zhang, Kun Sun, Albert Y. Zomaya

Pages: 12224 - 12235

47) Deep Attentional Guided Image Filtering

Author(s): Zhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Xiangyang Ji

Pages: 12236 - 12250

48) Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution

Author(s): Chun-Mei Feng, Yunlu Yan, Kai Yu, Yong Xu, Huazhu Fu, Jian Yang, Ling Shao

Pages: 12251 - 12262

49) An FPGA-Implemented Antinoise Fuzzy Recurrent Neural Network for Motion Planning of Redundant Robot Manipulators

Author(s): Zhijun Zhang, Haotian He, Xianzhi Deng

Pages: 12263 - 12275

50) Hierarchical Weight Averaging for Deep Neural Networks

Author(s): Xiaozhe Gu, Zixun Zhang, Yuncheng Jiang, Tao Luo, Ruimao Zhang, Shuguang Cui, Zhen Li

Pages: 12276 - 12287

51) Improving Deep Neural Networks’ Training for Image Classification With Nonlinear Conjugate Gradient-Style Adaptive Momentum

Author(s): Bao Wang, Qiang Ye

Pages: 12288 - 12300

52) Online Multi-View Learning With Knowledge Registration Units

Author(s): Sheng Wu, Ancong Wu, Wei-Shi Zheng

Pages: 12301 - 12315

53) Distribution Matching for Machine Teaching

Author(s): Xiaofeng Cao, Ivor W. Tsang

Pages: 12316 - 12329

54) New Results on Rapid Dynamical Pattern Recognition via Deterministic Learning From Sampling Sequences

Author(s): Weiming Wu, Jingtao Hu, Fukai Zhang, Cong Wang

Pages: 12330 - 12343

55) Modal-Regression-Based Broad Learning System for Robust Regression and Classification

Author(s): Licheng Liu, Tingyun Liu, C. L. Philip Chen, Yaonan Wang

Pages: 12344 - 12357

56) Homophily-Enhanced Self-Supervision for Graph Structure Learning: Insights and Directions

Author(s): Lirong Wu, Haitao Lin, Zihan Liu, Zicheng Liu, Yufei Huang, Stan Z. Li

Pages: 12358 - 12372

57) Effective Active Learning Method for Spiking Neural Networks

Author(s): Xiurui Xie, Bei Yu, Guisong Liu, Qiugang Zhan, Huajin Tang

Pages: 12373 - 12382

58) Dynamic Graph Representation Learning via Coupling-Process Model

Author(s): Pingtao Duan, Chuan Zhou, Yuting Liu

Pages: 12383 - 12395

59) Finite-Time Neural Network-Based Hierarchical Sliding Mode Antiswing Control for Underactuated Dual Ship-Mounted Cranes With Unmatched Sea Wave Disturbances Suppression

Author(s): Yuzhe Qian, Haibo Zhang, Die Hu

Pages: 12396 - 12408

60) Preassigned Time Adaptive Neural Tracking Control for Stochastic Nonlinear Multiagent Systems With Deferred Constraints

Author(s): Xiyue Guo, Huaguang Zhang, Jiayue Sun, Yu Zhou

Pages: 12409 - 12418

61) TAG: Teacher-Advice Mechanism With Gaussian Process for Reinforcement Learning

Author(s): Ke Lin, Duantengchuan Li, Yanjie Li, Shiyu Chen, Qi Liu, Jianqi Gao, Yanrui Jin, Liang Gong

Pages: 12419 - 12433

62) CapsRule: Explainable Deep Learning for Classifying Network Attacks

Author(s): Samaneh Mahdavifar, Ali A. Ghorbani

Pages: 12434 - 12448

63) Adaptive Modular Neural Control for Online Gait Synchronization and Adaptation of an Assistive Lower-Limb Exoskeleton

Author(s): Arthicha Srisuchinnawong, Chaicharn Akkawutvanich, Poramate Manoonpong

Pages: 12449 - 12458

64) Marginalized Augmented Few-Shot Domain Adaptation

Author(s): Taotao Jing, Haifeng Xia, Jihun Hamm, Zhengming Ding

Pages: 12459 - 12469

65) Bit Reduction for Locality-Sensitive Hashing

Author(s): Huawen Liu, Wenhua Zhou, Hong Zhang, Gang Li, Shichao Zhang, Xuelong Li

Pages: 12470 - 12481

66) A Dini-Derivative-Aided Zeroing Neural Network for Time-Variant Quadratic Programming Involving Multi-Type Constraints With Robotic Applications

Author(s): Weibing Li, Yongping Pan

Pages: 12482 - 12493

67) MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation

Author(s): Shenwang Jiang, Jianan Li, Ying Wang, Wenxuan Wu, Jizhou Zhang, Bo Huang, Tingfa Xu

Pages: 12494 - 12506

68) CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation

Author(s): Xiao Wang, Jingen Liu, Tao Mei, Jiebo Luo

Pages: 12507 - 12517

69) SALR: Sharpness-Aware Learning Rate Scheduler for Improved Generalization

Author(s): Xubo Yue, Maher Nouiehed, Raed Al Kontar

Pages: 12518 - 12527

70) Semi-Supervised Mixture Learning for Graph Neural Networks With Neighbor Dependence

Author(s): Kai Liu, Hongbo Liu, Tao Wang, Guoqiang Hu, Tomas E. Ward, C. L. Philip Chen

Pages: 12528 - 12539

71) Metafeature Selection via Multivariate Sparse-Group Lasso Learning for Automatic Hyperparameter Configuration Recommendation

Author(s): Liping Deng, Wen-Sheng Chen, Mingqing Xiao

Pages: 12540 - 12552

72) Modified RNN for Solving Comprehensive Sylvester Equation With TDOA Application

Author(s): Jingkun Yan, Long Jin, Xin Luo, Shuai Li

Pages: 12553 - 12563

73) Semantic-Aware Dynamic Generation Networks for Few-Shot Human–Object Interaction Recognition

Author(s): Zhong Ji, Ping An, Xiyao Liu, Changxin Gao, Yanwei Pang, Ling Shao

Pages: 12564 - 12575

74) Graph-Based Unsupervised Feature Selection for Interval-Valued Information System

Author(s): Weihua Xu, Man Huang, Zongying Jiang, Yuhua Qian

Pages: 12576 - 12589

75) Graph Neural Networks With High-Order Polynomial Spectral Filters

Author(s): Zeyuan Zeng, Qinke Peng, Xu Mou, Ying Wang, Ruimeng Li

Pages: 12590 - 12603

76) Computation-Efficient Fault Detection Framework for Partially Known Nonlinear Distributed Parameter Systems

Author(s): Yun Feng, Yaonan Wang, Yang Mo, Yiming Jiang, Zhijie Liu, Wei He, Han-Xiong Li

Pages: 12604 - 12616

77) PDE-Based Boundary Adaptive Consensus Control of Multiagent Systems With Input Constraints

Author(s): Wei Zhao, Yu Liu, Xiangqian Yao

Pages: 12617 - 12626

78) Distilling Privileged Knowledge for Anomalous Event Detection From Weakly Labeled Videos

Author(s): Tianshan Liu, Kin-Man Lam, Jun Kong

Pages: 12627 - 12641

79) A Novel Swarm Exploring Varying Parameter Recurrent Neural Network for Solving Non-Convex Nonlinear Programming

Author(s): Zhijun Zhang, Xiaohui Ren, Jilong Xie, Yamei Luo

Pages: 12642 - 12652

80) Moment-Based Reinforcement Learning for Ensemble Control

Author(s): Yao-Chi Yu, Vignesh Narayanan, Jr-Shin Li

Pages: 12653 - 12664

81) Advancing Adversarial Training by Injecting Booster Signal

Author(s): Hong Joo Lee, Youngjoon Yu, Yong Man Ro

Pages: 12665 - 12677

82) Multiexperience-Assisted Efficient Multiagent Reinforcement Learning

Author(s): Tianle Zhang, Zhen Liu, Jianqiang Yi, Shiguang Wu, Zhiqiang Pu, Yanjie Zhao

Pages: 12678 - 12692

83) Neural Network-Based Robust Guaranteed Cost Control for Image-Based Visual Servoing of Quadrotor

Author(s): Xinning Yi, Biao Luo, Yuqian Zhao

Pages: 12693 - 12705

84) Toward Subgraph-Guided Knowledge Graph Question Generation With Graph Neural Networks

Author(s): Yu Chen, Lingfei Wu, Mohammed J. Zaki

Pages: 12706 - 12717

85) PP-NAS: Searching for Plug-and-Play Blocks on Convolutional Neural Networks

Author(s): Anqi Xiao, Biluo Shen, Jie Tian, Zhenhua Hu

Pages: 12718 - 12730

86) A Broad Generative Network for Two-Stage Image Outpainting

Author(s): Zongyan Zhang, Haohan Weng, Tong Zhang, C. L. Philip Chen

Pages: 12731 - 12745

87) Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection

Author(s): Renfei Sun, Kun Hu, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Simon J. G. Lewis, Zhiyong Wang

Pages: 12746 - 12759

88) Reducing Urban Traffic Congestion Using Deep Learning and Model Predictive Control

Author(s): Zhun Yin, Tong Liu, Chieh Wang, Hong Wang, Zhong-Ping Jiang

Pages: 12760 - 12771

89) BViT: Broad Attention-Based Vision Transformer

Author(s): Nannan Li, Yaran Chen, Weifan Li, Zixiang Ding, Dongbin Zhao, Shuai Nie

Pages: 12772 - 12783

90) Joint Entity and Relation Extraction With Set Prediction Networks

Author(s): Dianbo Sui, Xiangrong Zeng, Yubo Chen, Kang Liu, Jun Zhao

Pages: 12784 - 12795

91) Clustered Federated Learning in Heterogeneous Environment

Author(s): Yihan Yan, Xiaojun Tong, Shen Wang

Pages: 12796 - 12809

92) Interactive Feature Embedding for Infrared and Visible Image Fusion

Author(s): Fan Zhao, Wenda Zhao, Huchuan Lu

Pages: 12810 - 12822

93) Template-Based Contrastive Distillation Pretraining for Math Word Problem Solving

Author(s): Jinghui Qin, Zhicheng Yang, Jiaqi Chen, Xiaodan Liang, Liang Lin

Pages: 12823 - 12835

94) Neural Adaptive Intermittent Output Feedback Control for Autonomous Underwater Vehicles With Full-State Quantitative Designs

Author(s): Yi Shi, Wei Xie, Weixing Chen, Lantao Xing, Weidong Zhang

Pages: 12836 - 12848

95) Effective Value Analysis of Fuzzy Similarity Relation in HQSS for Efficient Granulation

Author(s): Qinghua Zhang, Fan Zhao, Yunlong Cheng, Man Gao, Guoyin Wang, Shuyin Xia, Weiping Ding

Pages: 12849 - 12863

96) Cyclical Curriculum Learning

Author(s): H. Toprak Kesgin, M. Fatih Amasyali

Pages: 12864 - 12872

97) Multiagent Trust Region Policy Optimization

Author(s): Hepeng Li, Haibo He

Pages: 12873 - 12887

98) AutoGMap: Learning to Map Large-Scale Sparse Graphs on Memristive Crossbars

Author(s): Bo Lyu, Shengbo Wang, Shiping Wen, Kaibo Shi, Yin Yang, Lingfang Zeng, Tingwen Huang

Pages: 12888 - 12898

99) Demystifying and Mitigating Bias for Node Representation Learning

Author(s): O. Deniz Kose, Yanning Shen

Pages: 12899 - 12912

100) An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method

Author(s): Xiaotao Jia, Huiyi Gu, Yuhao Liu, Jianlei Yang, Xueyan Wang, Weitao Pan, Youguang Zhang, Sorin Cotofana, Weisheng Zhao

Pages: 12913 - 12923

101) Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification

Author(s): Di Wang, Bo Du, Liangpei Zhang

Pages: 12924 - 12937

102) A Generic Self-Supervised Framework of Learning Invariant Discriminative Features

Author(s): Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas

Pages: 12938 - 12952

103) Convolutional Neural Network-Based Lane-Change Strategy via Motion Image Representation for Automated and Connected Vehicles

Author(s): Shuo Cheng, Zheng Wang, Bo Yang, Kimihiko Nakano

Pages: 12953 - 12964

104) Deep Multiview Adaptive Clustering With Semantic Invariance

Author(s): Jing Gao, Meng Liu, Peng Li, Jianing Zhang, Zhikui Chen

Pages: 12965 - 12978

105) Brain Emotion Perception Inspired EEG Emotion Recognition With Deep Reinforcement Learning

Author(s): Dongdong Li, Li Xie, Zhe Wang, Hai Yang

Pages: 12979 - 12992

106) Fully Distributed Event-Triggered Anti-Windup Consensus of Heterogeneous Systems With Input Saturation and an Active Leader

Author(s): Chenhang Yan, Liping Yan, Yuezu Lv, Yuanqing Xia

Pages: 12993 - 13004

107) Dynamic Neural Network Predictive Compensation-Based Point-to-Point Iterative Learning Control With Nonuniform Batch Length

Author(s): Rui Hou, Li Jia, Xuhui Bu, Chengyu Zhou

Pages: 13005 - 13016

108) Unsupervised Deep Tensor Network for Hyperspectral–Multispectral Image Fusion

Author(s): Jingxiang Yang, Liang Xiao, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan

Pages: 13017 - 13031

109) Weakly Supervised Temporal Action Localization With Bidirectional Semantic Consistency Constraint

Author(s): Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang, Jie Li, Xinbo Gao

Pages: 13032 - 13045

110) Fast Yet Effective Machine Unlearning

Author(s): Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan Kankanhalli

Pages: 13046 - 13055

111) Multidimensional Pruning and Its Extension: A Unified Framework for Model Compression

Author(s): Jinyang Guo, Dong Xu, Wanli Ouyang

Pages: 13056 - 13070

112) Fast Multiview Clustering by Optimal Graph Mining

Author(s): Jitao Lu, Feiping Nie, Rong Wang, Xuelong Li

Pages: 13071 - 13077

IEEE Transactions on Artificial Intelligence, Volume 5, Issue 8, August 2024

1) Memory Prompt for Spatiotemporal Transformer Visual Object Tracking

Author(s): Tianyang Xu;Xiao-Jun Wu;Xuefeng Zhu;Josef Kittler

Pages: 3759 - 3764

2) A Survey on Verification and Validation, Testing and Evaluations of Neurosymbolic Artificial Intelligence

Author(s): Justus Renkhoff;Ke Feng;Marc Meier-Doernberg;Alvaro Velasquez;Houbing Herbert Song

Pages: 3765 - 3779

3) A Comprehensive Survey on Graph Summarization With Graph Neural Networks

Author(s): Nasrin Shabani;Jia Wu;Amin Beheshti;Quan Z. Sheng;Jin Foo;Venus Haghighi;Ambreen Hanif;Maryam Shahabikargar

Pages: 3780 - 3800

4) A Survey on Neural Network Hardware Accelerators

Author(s): Tamador Mohaidat;Kasem Khalil

Pages: 3801 - 3822

5) Efficient Structure Slimming for Spiking Neural Networks

Author(s): Yaxin Li;Xuanye Fang;Yuyuan Gao;Dongdong Zhou;Jiangrong Shen;Jian K. Liu;Gang Pan;Qi Xu

Pages: 3823 - 3831

6) A Perceptual Computing Approach for Learning Interpretable Unsupervised Fuzzy Scoring Systems

Author(s): Prashant K. Gupta;Deepak Sharma;Javier Andreu-Perez

Pages: 3832 - 3844

7) Octant Spherical Harmonics Features for Source Localization Using Artificial Intelligence Based on Unified Learning Framework

Author(s): Priyadarshini Dwivedi;Gyanajyoti Routray;Rajesh M. Hegde

Pages: 3845 - 3857

8) Additive Noise Model Structure Learning Based on Spatial Coordinates

Author(s): Jing Yang;Ting Lu;Youjie Zhu

Pages: 3858 - 3871

9) Securing User Privacy in Cloud-Based Whiteboard Services Against Health Attribute Inference Attacks

Author(s): Abdur R. Shahid;Ahmed Imteaj

Pages: 3872 - 3885

10) Complexity-Driven Model Compression for Resource-Constrained Deep Learning on Edge

Author(s): Muhammad Zawish;Steven Davy;Lizy Abraham

Pages: 3886 - 3901

11) A Deep Learning-Based Cyber Intrusion Detection and Mitigation System for Smart Grids

Author(s): Abdulaziz Aljohani;Mohammad AlMuhaini;H. Vincent Poor;Hamed M. Binqadhi

Pages: 3902 - 3914

12) Proximal Policy Optimization With Advantage Reuse Competition

Author(s): Yuhu Cheng;Qingbang Guo;Xuesong Wang

Pages: 3915 - 3925

13) Self-Supervised Forecasting in Electronic Health Records With Attention-Free Models

Author(s): Yogesh Kumar;Alexander Ilin;Henri Salo;Sangita Kulathinal;Maarit K. Leinonen;Pekka Marttinen

Pages: 3926 - 3938

14) quantile-Long Short Term Memory: A Robust, Time Series Anomaly Detection Method

Author(s): Snehanshu Saha;Jyotirmoy Sarkar;Soma S. Dhavala;Preyank Mota;Santonu Sarkar

Pages: 3939 - 3950

15) An Attention Augmented Convolution-Based Tiny-Residual UNet for Road Extraction

Author(s): Parmeshwar S. Patil;Raghunath S. Holambe;Laxman M. Waghmare

Pages: 3951 - 3964

16) Encoder–Decoder Calibration for Multimodal Machine Translation

Author(s): Turghun Tayir;Lin Li;Bei Li;Jianquan Liu;Kong Aik Lee

Pages: 3965 - 3973

17) Improving Source Tracking Accuracy Through Learning-Based Estimation Methods in SH Domain: A Comparative Study

Author(s): Priyadarshini Dwivedi;Gyanajyoti Routray;Devansh Kumar Jha;Rajesh M. Hegde

Pages: 3974 - 3984

18) Optimal Inference of Hidden Markov Models Through Expert-Acquired Data

Author(s): Amirhossein Ravari;Seyede Fatemeh Ghoreishi;Mahdi Imani

Pages: 3985 - 4000

19) X-Fuzz: An Evolving and Interpretable Neuro-Fuzzy Learner for Data Streams

Author(s): Md Meftahul Ferdaus;Tanmoy Dam;Sameer Alam;Duc-Thinh Pham

Pages: 4001 - 4012

20) Focal Transfer Graph Network and Its Application in Cross-Scene Hyperspectral Image Classification

Author(s): Haoyu Wang;Xiaomin Liu

Pages: 4013 - 4025

21) An Adaptive Heterogeneous Credit Card Fraud Detection Model Based on Deep Reinforcement Training Subset Selection

Author(s): Kun Zhu;Nana Zhang;Weiping Ding;Changjun Jiang

Pages: 4026 - 4041

22) A New Causal Inference Framework for SAR Target Recognition

Author(s): Jiaxiang Liu;Zhunga Liu;Zuowei Zhang;Longfei Wang;Meiqin Liu

Pages: 4042 - 4057

23) Distributed Optimal Formation Control of Multiple Unmanned Surface Vehicles With Stackelberg Differential Graphical Game

Author(s): Kunting Yu;Yongming Li;Maolong Lv;Shaocheng Tong

Pages: 4058 - 4073

24) Boundary-Aware Uncertainty Suppression for Semi-Supervised Medical Image Segmentation

Author(s): Congcong Li;Jinshuo Zhang;Dongmei Niu;Xiuyang Zhao;Bo Yang;Caiming Zhang

Pages: 4074 - 4086

25) Deep Transfer Learning for Detecting Electric Vehicles Highly Correlated Energy Consumption Parameters

Author(s): Zeinab Teimoori;Abdulsalam Yassine;Chaoru Lu

Pages: 4087 - 4100

26) Self-Bidirectional Decoupled Distillation for Time Series Classification

Author(s): Zhiwen Xiao;Huanlai Xing;Rong Qu;Hui Li;Li Feng;Bowen Zhao;Jiayi Yang

Pages: 4101 - 4110

27) Context-Aware Self-Supervised Learning of Whole Slide Images

Author(s): Milan Aryal;Nasim Yahya Soltani

Pages: 4111 - 4120

28) CTRL: Clustering Training Losses for Label Error Detection

Author(s): Chang Yue;Niraj K. Jha

Pages: 4121 - 4135

29) Remote Sensing Image Semantic Segmentation Based on Cascaded Transformer

Author(s): Falin Wang;Jian Ji;Yuan Wang

Pages: 4136 - 4148

30) Text-Guided Portrait Image Matting

Author(s): Yong Xu;Xin Yao;Baoling Liu;Yuhui Quan;Hui Ji

Pages: 4149 - 4162

31) An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPT

Author(s): Chong Ma;Zihao Wu;Jiaqi Wang;Shaochen Xu;Yaonai Wei;Zhengliang Liu;Fang Zeng;Xi Jiang;Lei Guo;Xiaoyan Cai;Shu Zhang;Tuo Zhang;Dajiang Zhu;Dinggang Shen;Tianming Liu;Xiang Li

Pages: 4163 - 4175

32) Alternating Direction Method of Multipliers-Based Parallel Optimization for Multi-Agent Collision-Free Model Predictive Control

Author(s): Zilong Cheng;Jun Ma;Wenxin Wang;Zicheng Zhu;Clarence W. de Silva;Tong Heng Lee

Pages: 4176 - 4191

33) Adaptive Iterative Learning Control for Nonlinear Multiagent Systems With Initial Error Compensation

Author(s): Zhiqiang Li;Qi Zhou;Yang Liu;Hongru Ren;Hongyi Li

Pages: 4192 - 4201

34) Enhance Adversarial Robustness via Geodesic Distance

Author(s): Jun Yan;Huilin Yin;Ziming Zhao;Wancheng Ge;Jingfeng Zhang

Pages: 4202 - 4216

35) Shapley Value-Based Approaches to Explain the Quality of Predictions by Classifiers

Author(s): Guilherme Dean Pelegrina;Sajid Siraj

Pages: 4217 - 4231

36) Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning

Author(s): Zunayed Mahmud;Paul Hungler;Ali Etemad

Pages: 4232 - 4246

37) Model-Based Online Adaptive Inverse Noncooperative Linear-Quadratic Differential Games via Finite-Time Concurrent Learning

Author(s): Jie Lin;Huai-Ning Wu

Pages: 4247 - 4257

38) Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks

Author(s): Muhammad Anwar Ma'sum;MD Rasel Sarkar;Mahardhika Pratama;Savitha Ramasamy;Sreenatha Anavatti;Lin Liu;Habibullah Habibullah;Ryszard Kowalczyk

Pages: 4258 - 4268

39) Distilled Gradual Pruning With Pruned Fine-Tuning

Author(s): Federico Fontana;Romeo Lanzino;Marco Raoul Marini;Danilo Avola;Luigi Cinque;Francesco Scarcello;Gian Luca Foresti

Pages: 4269 - 4279

40) Multiagent Hierarchical Deep Reinforcement Learning for Operation Optimization of Grid-Interactive Efficient Commercial Buildings

Author(s): Zhiqiang Chen;Liang Yu;Shuang Zhang;Shushan Hu;Chao Shen

Pages: 4280 - 4292

41) Feedback Generative Adversarial Network With Channel-Space Attention for Image-Based Optimal Path Search Planning

Author(s): Tao Sun;Jian-Sheng Li;Yi-Fan Zhang;Xin-Feng Ru;Ke Wang

Pages: 4293 - 4307

IEEE Transactions on Cognitive and Developmental Systems, Volume 16, Issue 4, August 2024

1) User-Aware Multilevel Cognitive Workload Estimation From Multimodal Physiological Signals

Author(s): Pierluigi Vito Amadori, Yiannis Demiris

Pages: 1212 - 1222

2) TR-TransGAN: Temporal Recurrent Transformer Generative Adversarial Network for Longitudinal MRI Dataset Expansion

Author(s): Chen-Chen Fan, Hongjun Yang, Liang Peng, Xiao-Hu Zhou, Shiqi Liu, Sheng Chen, Zeng-Guang Hou

Pages: 1223 - 1232

3) Deep Reinforcement Learning With Multicritic TD3 for Decentralized Multirobot Path Planning

Author(s): Heqing Yin, Chang Wang, Chao Yan, Xiaojia Xiang, Boliang Cai, Changyun Wei

Pages: 1233 - 1247

4) Disentangled Adversarial Generalization Network for Cross-Session Task-Independent Brainprint Recognition

Author(s): Xuanyu Jin, Ni Li, Wanzeng Kong, Qibin Zhao, Jiajia Tang, Li Zhu, Jianting Cao

Pages: 1248 - 1259

5) An Improvement Method of Target Tracking Based on Broad Learning System With Scale and Drift Correction

Author(s): Dan Zhang, Tieshan Li, C. L. Philip Chen, Yi Zuo

Pages: 1260 - 1273

6) Evolutionary Niche Artificial Fish Swarm Algorithm for Dynamic Subgroup Size Adjustment in Robot Swarms

Author(s): Zhenlong Xiao, Xin Wang

Pages: 1274 - 1290

7) MIMo: A Multimodal Infant Model for Studying Cognitive Development

Author(s): Dominik Mattern, Pierre Schumacher, Francisco M. López, Marcel C. Raabe, Markus R. Ernst, Arthur Aubret, Jochen Triesch

Pages: 1291 - 1301

8) QFuture: Learning Future Expectation Cognition in Multiagent Reinforcement Learning

Author(s): Boyin Liu, Zhiqiang Pu, Yi Pan, Jianqiang Yi, Min Chen, Shijie Wang

Pages: 1302 - 1314

9) Multiple Instance Learning for Cheating Detection and Localization in Online Examinations

Author(s): Yemeng Liu, Jing Ren, Jianshuo Xu, Xiaomei Bai, Roopdeep Kaur, Feng Xia

Pages: 1315 - 1326

10) Hierarchical Multicontact Motion Planning of Hexapod Robots With Incremental Reinforcement Learning

Author(s): Kaiqiang Tang, Huiqiao Fu, Guizhou Deng, Xinpeng Wang, Chunlin Chen

Pages: 1327 - 1341

11) Kernel-Ridge-Regression-Based Randomized Network for Brain Age Classification and Estimation

Author(s): Raveendra Pilli, Tripti Goel, R. Murugan, M. Tanveer, P. N. Suganthan

Pages: 1342 - 1351

12) Dual-Graph Contrastive Learning for Unsupervised Person Reidentification

Author(s): Lin Zhang, Ran Song, Yifan Wang, Qian Zhang, Wei Zhang

Pages: 1352 - 1363

13) Reconfiguration of Cognitive Control Networks During a Long-Duration Flanker Task

Author(s): Jia Liu, Yongjie Zhu, Zheng Chang, Tiina Parviainen, Christian Antfolk, Timo Hämäläinen, Fengyu Cong

Pages: 1364 - 1373

14) Husformer: A Multimodal Transformer for Multimodal Human State Recognition

Author(s): Ruiqi Wang, Wonse Jo, Dezhong Zhao, Weizheng Wang, Arjun Gupte, Baijian Yang, Guohua Chen, Byung-Cheol Min

Pages: 1374 - 1390

15) PLOT: Human-Like Push-Grasping Synergy Learning in Clutter With One-Shot Target Recognition

Author(s): Xiaoge Cao, Tao Lu, Liming Zheng, Yinghao Cai, Shuo Wang

Pages: 1391 - 1404

16) An Electroencephalography-Based Brain–Computer Interface for Emotion Regulation With Virtual Reality Neurofeedback

Author(s): Kendi Li, Weichen Huang, Wei Gao, Zijing Guan, Qiyun Huang, Jin-Gang Yu, Zhu Liang Yu, Yuanqing Li

Pages: 1405 - 1417

17) Depression Detection Using an Automatic Sleep Staging Method With an Interpretable Channel-Temporal Attention Mechanism

Author(s): Jiahui Pan, Jie Liu, Jianhao Zhang, Xueli Li, Dongming Quan, Yuanqing Li

Pages: 1418 - 1432

18) Agree to Disagree: Exploring Partial Semantic Consistency Against Visual Deviation for Compositional Zero-Shot Learning

Author(s): Xiangyu Li, Xu Yang, Xi Wang, Cheng Deng

Pages: 1433 - 1444

19) DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification

Author(s): Zhiwen Xiao, Xin Xu, Huanlai Xing, Bowen Zhao, Xinhan Wang, Fuhong Song, Rong Qu, Li Feng

Pages: 1445 - 1461

20) Compressed Video Anomaly Detection of Human Behavior Based on Abnormal Region Determination

Author(s): Lijun He, Miao Zhang, Hao Liu, Liejun Wang, Fan Li

Pages: 1462 - 1475

21) D-FaST: Cognitive Signal Decoding With Disentangled Frequency–Spatial–Temporal Attention

Author(s): WeiGuo Chen, Changjian Wang, Kele Xu, Yuan Yuan, Yanru Bai, Dongsong Zhang

Pages: 1476 - 1493

22) Brain Connectivity Analysis for EEG-Based Face Perception Task

Author(s): Debashis Das Chakladar, Nikhil R. Pal

Pages: 1494 - 1506

23) Robust Perception-Based Visual Simultaneous Localization and Tracking in Dynamic Environments

Author(s): Song Peng, Teng Ran, Liang Yuan, Jianbo Zhang, Wendong Xiao

Pages: 1507 - 1520

24) EventAugment: Learning Augmentation Policies From Asynchronous Event-Based Data

Author(s): Fuqiang Gu, Jiarui Dou, Mingyan Li, Xianlei Long, Songtao Guo, Chao Chen, Kai Liu, Xianlong Jiao, Ruiyuan Li

Pages: 1521 - 1532

25) Converting Artificial Neural Networks to Ultralow-Latency Spiking Neural Networks for Action Recognition

Author(s): Hong You, Xian Zhong, Wenxuan Liu, Qi Wei, Wenxin Huang, Zhaofei Yu, Tiejun Huang

Pages: 1533 - 1545

26) Emergence of Human Oculomotor Behavior in a Cable-Driven Biomimetic Robotic Eye Using Optimal Control

Author(s): Reza Javanmard Alitappeh, Akhil John, Bernardo Dias, A. John van Opstal, Alexandre Bernardino

Pages: 1546 - 1560

27) The Inadequacy of Reinforcement Learning From Human Feedback—Radicalizing Large Language Models via Semantic Vulnerabilities

Author(s): Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Malka N. Halgamuge

Pages: 1575 - 1588

28) A Two-Stage Foveal Vision Tracker Based on Transformer Model

Author(s): Guang Han, Jianshu Ma, Ziyang Li, Haitao Zhao

Pages: 1575 - 1588

29) Deep Neural Networks for Automatic Sleep Stage Classification and Consciousness Assessment in Patients With Disorder of Consciousness

Author(s): Jiahui Pan, Yangzuyi Yu, Jianhui Wu, Xinjie Zhou, Yanbin He, Yuanqing Li

Pages: 1589 - 1603

30) Attention Mechanism and Out-of-Distribution Data on Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Author(s): Chi-Chia Sun, Jing-Ming Guo, Chen-Hung Chung, Bo-Yu Chen

Pages: 1604 - 1610

31) MAT: Morphological Adaptive Transformer for Universal Morphology Policy Learning

Author(s): Boyu Li, Haoran Li, Yuanheng Zhu, Dongbin Zhao

Pages: 1611 - 1621