IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 2, February 2026

1) Vision Mamba: A Comprehensive Survey and Taxonomy

Author(s): X. Liu, C. Zhang, F. Huang, S. Xia, G. Wang, L. Zhang

Pages: 505 - 525

2) Hard Sample Mining: A New Paradigm of Efficient and Robust Model Training

Author(s): L. Liu, Y. Liang, X. Yan, L. Huangfu, S. Samtani, Z. Yu, Y. Zhang, D. D. Zeng

Pages: 526 - 546

3) FEU-Diff: A Diffusion Model With Fuzzy Evidence-Driven Dynamic Uncertainty Fusion for Medical Image Segmentation

Author(s): S. Geng, S. Jiang, T. Hou, H. Yao, J. Huang, W. Ding

Pages: 547 - 561

4) Reinforcement Learning-Based Boundary-Optimized Control of Flexible Manipulators Under Jointly Connected Switching Topologies

Author(s): X. Yao, L. Li, Y. Liu

Pages: 562 - 574

5) Distributed FilterNet Reinforcement Learning for Achieving Output Consensus in Heterogeneous Multiplayer Multiagent Systems

Author(s): J. Wu, B. Lian, C. Wen, Y. Zhu

Pages: 575 - 588

6) All-to-All Connected Oscillator Ising Machines and Their Application as Associative Memory

Author(s): Y. Cheng, Z. Lin

Pages: 589 - 602

7) Fuzzy Rule-Based Differentiable Representation Learning

Author(s): W. Zhang, Z. Deng, G. Wang, K. -S. Choi

Pages: 603 - 616

8) Coupled Tensor Decomposition for Compact Network Representation

Author(s): V. T. Pham, Y. Zniyed, T. P. Nguyen

Pages: 617 - 631

9) Syntax-Oriented Shortcut: A Syntax Level Perturbing Algorithm for Preventing Text Data From Being Learned

Author(s): B. Li, K. Zhang, X. Chen, R. Hong

Pages: 632 - 645

10) Multiscale Contrastive Learning for Node Clustering Based on Variational Graph Auto-Encoder

Author(s): N. P. Aghayengejeh, M. A. Balafar, J. Tanha, N. N. Khasmakhi, S. Minaee

Pages: 646 - 660

11) HSG-Net: Point Cloud Completion via Heuristic Structure Growing

Author(s): X. Chen, J. Chen, Y. Liu, R. Li

Pages: 661 - 672

12) Ape Optimizer: A p-Power Adaptive Filter-Based Approach for Deep Learning Optimization

Author(s): Y. Jin, H. Yang, X. Wang, Y. Xu, Z. Zhang

Pages: 673 - 685

13) Granular Ball-Guided Disambiguation for Partial Multilabel Feature Selection via Maximum Consistency Minimum Uncertainty

Author(s): F. Xu, W. Qian, W. Shu, J. Huang, W. Ding, S. Xia

Pages: 686 - 700

14) On Continuity of Robust and Accurate Classifiers

Author(s): R. Barati, R. Safabakhsh, M. Rahmati

Pages: 701 - 710

15) Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification

Author(s): Y. -L. Wei, H. -C. Li, J. -L. Wang, Y. -B. Zheng, J. Pan, Q. Du

Pages: 711 - 725

16) A Novel Pattern Learning Framework With Enhanced Scalability for Continuous Optimization

Author(s): J. Qin, Y. Mo, H. Liu, Z. -H. Zhan, W. Yu

Pages: 726 - 740

17) Mars Express Orbiter Power Consumption Prediction Based on Bionic Hierarchical Learning Network

Author(s): Z. Qian, Z. Chen, E. Pan

Pages: 741 - 752

18) An Empirical Study of Federated Learning on IoT–Edge Devices: Resource Allocation and Heterogeneity

Author(s): K. -S. Wong, D. -M. Nguyen, K. Le, L. Ho, C. Do, D. Le-Phuoc

Pages: 753 - 765

19) Unbiased Semantic Decoding With Vision Foundation Models for Few-Shot Segmentation

Author(s): J. Wang, B. Zhang, J. Pang, W. Liu, B. Liu, H. Chen

Pages: 766 - 780

20) FedMPS: Federated Learning in a Synergy of Multi-Level Prototype-Based Contrastive Learning and Soft Label Generation

Author(s): W. Yang, X. Hu, X. Zhu, R. Wu, W. Pedrycz, X. Liu, J. Huang

Pages: 781 - 794

21) Optimizing the Output of Long Short-Term Memory Cell for High-Frequency Forecasting in Financial Markets

Author(s): A. Ntakaris, M. Gabbouj, J. Kanniainen

Pages: 795 - 808

22) Lightweight Reparameterizable Integral Neural Networks for Mobile Applications

Author(s): J. Lin, X. Li, B. Ren, X. Hao, Q. Wang, Y. Yao

Pages: 809 - 821

23) Optical-Cue-Guided Diffusion Probabilistic Model for Reflection Removal

Author(s): F. Zhang, Y. Li, X. Chang

Pages: 822 - 835

24) Modal Detection Informed Classification Evaluation via Ensemble Networks for Expensive Constrained Multimodal Optimization

Author(s): K. Yu, F. Chen, M. Yu, J. Liang, K. Chen

Pages: 836 - 850

25) FedNK-RF: Federated Kernel Learning With Heterogeneous Data and Optimal Rates

Author(s): X. Zhang, J. Li, R. Yin, W. Wang

Pages: 851 - 863

26) Three-Dimensional Multiobject Tracking Based on Voxel Masking Encoder and Deep Hashing Paradigm

Author(s): S. Li, Z. Chen, H. Li, Y. Tao, Y. Gao, J. Yan

Pages: 864 - 877

27) Learning Counterfactual Fair Representation Under Covariate Shift via Reflux

Author(s): Y. Xia, X. Zhang, Z. Li

Pages: 878 - 892

28) Feature Enhancement Module Based on Class-Centric Loss for Fine-Grained Visual Classification

Author(s): D. Wang, H. Xinyu, S. Lyu, W. Tian, Y. Lu

Pages: 893 - 906

29) Unsupervised Skill Discovery Through Skill Regions Differentiation

Author(s): T. Xiao, J. Zheng, R. Yang, K. Xu, Q. Zhang, P. Liu, Z. Wang, C. Bai

Pages: 907 - 921

30) Sparse Mixture of Mambas for Domain Generalized Atomic Electron Tomography Augmentation

Author(s): Y. Yu, J. Yuan, X. Zhong, Q. Zhao, W. Luo, L. Mai

Pages: 922 - 936

31) Targeted Mining of Time-Interval Related Patterns

Author(s): S. Liang, L. Chen, W. Gan, P. S. Yu, S. Zhao

Pages: 937 - 950

32) Theoretical Convergence Analysis and Initialization Comparisons of Deep Soft-Thresholding Networks

Author(s): C. Xiong, M. Zhang, T. Wei, Y. Huang, J. Cao, Q. Cai, Z. Chen, X. Qu

Pages: 951 - 965

33) HKANLP: Link Prediction With Hyperspherical Embeddings and Kolmogorov–Arnold Networks

Author(s): W. Zhang, W. Fan, W. Su, N. Bouguila

Pages: 966 - 980

34) A Mathematical Certification for Positivity Conditions in Neural Networks With Applications to Partial Monotonicity and Trustworthy AI

Author(s): A. Polo-Molina, D. Alfaya, J. Portela

Pages: 981 - 996

35) A Self-Supervised Learning Framework for Soft Robot Proprioception

Author(s): D. Hu, H. Dong, F. Giorgio-Serchi, Y. Yang

Pages: 997 - 1003

Wednesday, January 21, 2026

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 1, January 2026

1) Privacy-Preserving Video Anomaly Detection: A Survey

Author(s): Yang Liu, Siao Liu, Xiaoguang Zhu, Hao Yang, Jielin Li, Juncen Guo, Liangyu Teng, Dingkang Yang, Yan Wang, Jing Liu

Pages: 2 - 21

2) SSPPI: Cross-Modality Enhanced Protein–Protein Interaction Prediction From Sequence and Structure Perspectives

Author(s): Xiangpeng Bi, Wenjian Ma, Huasen Jiang, Weigang Lu, Zhiqiang Wei, Shugang Zhang

Pages: 22 - 36

3) Integrating Clinical Knowledge Graphs and Gradient-Based Neural Systems for Enhanced Melanoma Diagnosis via the Seven-Point Checklist

Author(s): Yuheng Wang, Tianze Yu, Jiayue Cai, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee

Pages: 37 - 51

4) Fine-Grained Audio–Visual Event Localization

Author(s): Baoyu Fan, Lu Liu, Xiaochuan Li, Runze Zhang, Liang Jin, Jin Zhang

Pages: 52 - 66

5) DSPFL: A Deep-Layer Sign Sharing Personalized Federated Learning Scheme for Mitigating Poisoning Attacks

Author(s): Chenhao Xu, Nasrin Sohrabi, Youyang Qu, Hai Dong, Zahir Tari, Xun Yi

Pages: 67 - 81

6) Robust Missing Value Imputation With Proximal Optimal Transport for Low-Quality IIoT Data

Author(s): Hao Wang, Zhichao Chen, Yuan Shen, Hui Zheng, Degui Yang, Dangjun Zhao, Buge Liang

Pages: 82 - 94

7) Multiagent Inductive Policy Optimization

Author(s): Yubo Huang, Xiaowei Zhao

Pages: 95 - 106

8) Efficient High-Dimensional Learning With Adaptive Gaussian RBF Networks

Author(s): Xiaoyu Gao, Xuetao Xie, Jian Wang, Sergey V. Ablameyko, Nikhil R. Pal

Pages: 107 - 121

9) Recurrent Network Expansion for Class Incremental Learning

Author(s): Kai Jiang, Xueru Bai, Feng Zhou

Pages: 122 - 135

10) Contrastive Federated Learning for Graph Anomaly Detection

Author(s): Hui Fang, Yang Gao, Peng Zhang, Sheng Zhou, Hongyang Chen, Jiajun Bu, Haishuai Wang

Pages: 136 - 147

11) Robust PID-Type Iterative Learning Control for Nonlinear Square and Nonsquare Systems

Author(s): Kechao Xu, Bo Meng, Zhen Wang, Xia Huang

Pages: 148 - 160

12) Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning

Author(s): Teresa Salazar, João Gama, Helder Araújo, Pedro Henriques Abreu

Pages: 161 - 175

13) Toward an Effective Action-Region Tracking Framework for Fine-Grained Video Action Recognition

Author(s): Baoli Sun, Yihan Wang, Xinzhu Ma, Zhihui Wang, Kun Lu, Zhiyong Wang

Pages: 176-190

14) Expandable Residual Approximation for Knowledge Distillation

Author(s): Zhaoyi Yan, Binghui Chen, Yunfan Liu, Qixiang Ye

Pages: 191 - 203

15) Long-Tail Class Incremental Learning via Bias Calibration With Application to Continuous Fault Diagnosis

Author(s): Dongyue Chen, Zongxia Xie, Wenlong Yu, Qinghua Hu

Pages: 204 - 218

16) A Decomposition Optimization-Based Multiobjective Reinforcement Learning Algorithm for Obtaining Nonconvex Pareto Fronts

Author(s): Tianyang Li, Ying Meng, Lixin Tang

Pages: 219 - 232

17) Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation

Author(s): Juepeng Zheng, Guowen Li, Yibin Wen, Jinxiao Zhang, Runmin Dong, Haohuan Fu

Pages: 233 - 246

18) Nesterov Accelerated Gradient Tracking With Adam for Distributed Online Optimization

Author(s): Yanxu Su, Qingyang Sheng, Xiasheng Shi, Chaoxu Mu, Changyin Sun

Pages: 247 - 260

19) Virtual Target-Oriented Neural Learning for Robust Optimal Tracking Control of Discrete Strict-Feedback Systems

Author(s): Ying Yan, Huaguang Zhang, Jiayue Sun, Zhongyang Ming

Pages: 261 - 273

20) Incremental Learning for Defect Segmentation With Efficient Transformer Semantic Complement

Author(s): Xiqi Li, Zhifu Huang, Ge Ma, Yu Liu

Pages: 274 - 283

21) Koopman-Driven Linearized Model-Based Offline Planning With Application to Freeway Ramp Metering

Author(s): Tao Zhou, Chuanye Gu, Chee Peng Lim, Jinlong Yuan

Pages: 284 - 298

22) Spatial–Temporal Diffusion Model for Matrix Factorization

Author(s): Chenxi Tian, Wenming Wu, Lingling Li, Xu Liu, Fang Liu, Wenping Ma, Licheng Jiao, Shuyuan Yang

Pages: 299 - 311

23) Bicriteria Policy Optimization for High-Accuracy Reinforcement Learning

Author(s): Guojian Zhan, Xiangteng Zhang, Feihong Zhang, Letian Tao, Shengbo Eben Li

Pages: 312 - 326

24) Adaptive Modality Balanced Online Knowledge Distillation for Brain–Eye–Computer-Based Dim Object Detection

Author(s): Zixing Li, Chao Yan, Zhen Lan, Xiaojia Xiang, Han Zhou, Jun Lai, Dengqing Tang

Pages: 327 - 341

25) Peak-Padding: Clustering by Padding Density Peaks With the Minimum Padding Cost

Author(s): Junyi Guan, Bingbing Jiang, Weiguo Sheng, Yangyang Zhao, Sheng Li, Xiongxiong He

Pages: 342 - 356

26) AMAP: Automatic Multihead Attention Pruning by Similarity-Based Pruning Indicator

Author(s): Eunho Lee, Youngbae Hwang

Pages: 357 - 370

27) Enhancing Reinforcement Learning With Cross-Domain Knowledge Transfer via Seeded Graph Matching

Author(s): Gengzhi Zhang, Liang Feng, Xuefeng Chen, Ke Tang, Kay Chen Tan

Pages: 371 - 385

28) Channelwise Regional Integrate and Multiple Firing Neuron: Improving the Spatiotemporal Learning of Spiking Neural Networks

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

Pages: 386 - 400

29) Restoring Noisy Demonstration for Imitation Learning With Diffusion Models

Author(s): Shang-Fu Chen, Co Yong, Shao-Hua Sun

Pages: 401 - 413

30) Time Series Classification Based on Supervised Contrastive Learning and Homoscedastic Uncertainty

Author(s): Tao Zhang, Ke Li, Shaofan Wang

Pages: 414 - 427

31) Distill to Delete: Unlearning in Graph Networks With Knowledge Distillation

Author(s): Yash Sinha, Murari Mandal, Mohan Kankanhalli

Pages: 428 - 437

32) Physics-Guided Time-Interactive-Frequency Network for Cross-Domain Few-Shot Hyperspectral Image Classification

Author(s): Jiaojiao Li, Hailong Wu, Rui Song, Haitao Xu, Yunsong Li, Qian Du

Pages: 438 - 452

33) DMutDE: Dual-View Mutual Distillation Framework for Knowledge Graph Embeddings

Author(s): Ruizhou Liu, Zhe Wu, Yiling Wu, Zongsheng Cao, Qianqian Xu, Qingming Huang

Pages: 453 - 466

34) Theoretical Advances on Stochastic Configuration Networks

Author(s): Xiufeng Yan, Dianhui Wang, Ivan Y. Tyukin

Pages: 467 - 481

35) Robust Fine-Grained Visual Categorization via Cyclical Attention

Author(s): Bin Kang, Dong Liang, Daoyuan Chen, Tianyu Ding, Mingqiang Wei

Pages: 482 - 496

36) A Unified Framework for Matrix Backpropagation

Author(s): Gatien Darley, Stéphane Bonnet

Pages: 497 - 503

Friday, December 12, 2025

IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 12, December 2025

1) A Novel Approach for Perceptions of Physician Decision-Making and Latent Topic Refinement in Large Language Model-Enhanced Medical Dialog Generation

Author(s): Jinli Zhang, Junzhe Jiang, Fenglong Ma, Zongli Jiang, Qi Tan, Yongcheng Zhou

Pages: 19974 - 19985

2) Segment Any Cell: A SAM-Based Auto-Prompting Fine-Tuning Framework for Nuclei Segmentation

Author(s): Saiyang Na, Yuzhi Guo, Feng Jiang, Hehuan Ma, Jean Gao, Junzhou Huang

Pages: 19986 - 19995

3) MBUNeXt: Multibranch Encoder Aggregation Network Based on Layer-Fusion Strategy for Multimodal Brain Tumor Segmentation

Author(s): Qinghao Liu, Yuehao Zhu, Min Liu, Zhao Yao, Yaonan Wang, Erik Meijering

Pages: 19996 - 20008

4) Bidirectional Multiscale Efficient Dilated Convolutional Recurrent Neural Network Improved by Swarm Intelligence Optimization

Author(s): Qinwei Fan, Shuai Zhao, Jacek M. Zurada, Tingwen Huang, Xiaolong Qin, Rui Zhang

Pages: 20009 - 20023

5) A Bioinspired Deep Learning Framework for Saliency-Based Image Quality Assessment

Author(s): Huasheng Wang, Yueran Ma, Hongchen Tan, Xiaochang Liu, Ying Chen, Hantao Liu

Pages: 20024 - 20034

6) Conv4Rec: A 1-by-1 Convolutional Autoencoder for User Profiling Through Joint Analysis of Implicit and Explicit Feedback

Author(s): Antoine Ledent, Petr Kasalický, Rodrigo Alves, Hady W. Lauw

Pages: 20035 - 20049

7) Hyperbolic Hierarchical Representation Learning for Generalized Category Discovery

Author(s): Yu Duan, Feiping Nie, Huimin Chen, Zhanxuan Hu, Rong Wang, Xuelong Li

Pages: 20050 - 20064

8) Strategic Evolutionary Reinforcement Learning With Operator Selection and Experience Filter

Author(s): Kaitong Zheng, Ya-Hui Jia, Kejiang Ye, Wei-Neng Chen

Pages: 20065 - 20079

9) CRL: An Efficient Autonomous Exploration Framework for Large-Scale Environments With Contrastive-Driven Reinforcement Learning

Author(s): Benke Gao, Hao Chen, Quan Liu, Hanqiang Deng, Jian Huang, Yan-Jun Liu

Pages: 20080 - 20091

10) Surfer: A World Model-Based Framework for Vision-Language Robot Manipulation

Author(s): Pengzhen Ren, Kaidong Zhang, Hetao Zheng, Zixuan Li, Yuhang Wen, Fengda Zhu, Shikui Ma, Xiaodan Liang

Pages: 20092 - 20104

11) When to Align: Dynamic Behavior Consistency for Multiagent Systems via Intrinsic Rewards

Author(s): Kunyang Lin, Yufeng Wang, Peihao Chen, Runhao Zeng, Yinjie Lei, Siyuan Zhou, Qing Du, Mingkui Tan, Chuang Gan

Pages: 20105 - 20119

12) Satellite Pose Set Estimation by Uncertainty-Guided Conformal Keypoint Detection

Author(s): Jinghao Wang, Zhang Li, Cong Sun, Yulan Guo, Zi Wang, Qifeng Yu

Pages: 20120 - 20132

13) Soft Sensing for Time Series With Irregular Sampling Internals Based on a Denoising Interval Attention LSTM Network

Author(s): Yuchen He, Xueqin Yang, Lijuan Qian, Le Yao, Lingjian Ye, Ping Wu, Gangyue Ye, Weirong Ye, Yafang Shen

Pages: 20133 - 20145

14) Regret Minimization in Population Network Games: Vanishing Heterogeneity and Convergence to Equilibria

Author(s): Die Hu, Shuyue Hu, Chunjiang Mu, Shiqi Fan, Chen Chu, Jinzhuo Liu, Zhen Wang

Pages: 20146 - 20156

15) Adaptive Learning Rate Methods for Complex-Valued Neural Networks

Author(s): Kayol S. Mayer, Jonathan A. Soares, Ariadne A. Cruz, Dalton S. Arantes

Pages: 20157 - 20170

16) DLCNN: A Deep Logic Convolutional Network for Interpretable Fault Diagnosis of Hoist Mechanism on Ship-to-Shore Cranes

Author(s): Xiaoqiang Liao, Dong Wang, Xinguo Ming, Min Xia

Pages: 20171 - 20183

17) DA-PFL: Dynamic Affinity Aggregation in Personalized Federated Learning Under Class Imbalance

Author(s): Xu Yang, Jiyuan Feng, Yongxin Tong, Lingzhi Wang, Songyue Guo, Binxing Fang, Qing Liao

Pages: 20184 - 20198

18) Generalizable Offline Multiobjective Reinforcement Learning via Preference-Conditioned Diffuser

Author(s): Yuchen Xiao, Lei Yuan, Lihe Li, Ziqian Zhang, Yichen Li, Yang Yu

Pages: 20199 - 20213

19) Geometric Deep Learning for the Rubik’s Cube Group

Author(s): Martin Krutský, Gustav Šír

Pages: 20214 - 20228

20) IRPruneDeXt: Efficient Infrared Small Target Detection via Musical Wavelet-Regularized Channel Pruning

Author(s): Mingjin Zhang, Jin Feng, Handi Yang, Jie Guo, Yunsong Li, Xinbo Gao

Pages: 20229 - 20242

21) Advancing Generalization in PINNs Through Latent-Space Representations

Author(s): Honghui Wang, Yifan Pu, Shiji Song, Gao Huang

Pages: 20243 - 20257

22) REaMA: Building Biomedical Relation Extraction Specialized Large Language Models Through Instruction Tuning

Author(s): Yidan Zhang, Junlin Yu, Guobo Li, Zhenan He, Gary G. Yen

Pages: 20258 - 20272

23) Progressive Structure Preservation and Detail Refinement for Remote Sensing Single-Image Super-Resolution

Author(s): Wei-Yen Hsu, Shih-Hao Huang

Pages: 20273 - 20287

24) DDCNet: Advanced Decoupling of Degradation and Content for Adverse Weather Image Restoration

Author(s): Xi Wang, Xueyang Fu, Yurui Zhu, Zheng-Jun Zha

Pages: 20288 - 20301

25) Joint Trajectory Replanning for Mars Ascent Vehicle Under Propulsion System Faults: A Suboptimal Learning-Based Warm-Start Approach

Author(s): Kun Li, Guangtao Ran, Yanning Guo, Ju H. Park, Yao Zhang

Pages: 20302 - 20314

26) Extrapolation Convolution for Data Prediction on a 2-D Grid: Bridging Spatial and Frequency Domains With Applications in Image Outpainting and Compressed Sensing

Author(s): Vazim Ibrahim, Faouzi Alaya Cheikh, Vijayan K. Asari, Joseph Suresh Paul

Pages: 20315 - 20327

27) Constraint-Driven Causal Representation Learning for Vigilance Robust Estimation in Brain–Computer Interface

Author(s): Xuan Zhang, Wang Zheng, Zhigang Li, Yi Yang, Weijia Liu, Hongxin Cai, Junru Zhu, Jingyu Liu, Bin Hu, Qunxi Dong

Pages: 20328 - 20342

28) ReCL: A Plug-and-Play Module for Enhancing Generalized Category Discovery Using Transport-Based Method to Uncover the Relationship in Samples

Author(s): Pinzhuo Tian, Qiubo Ma, Hang Yu, Jie Lu

Pages: 20343 - 20356

29) Robust Multivariate Time Series Forecasting Against Intraseries and Interseries Transitional Shift

Author(s): Hui He, Qi Zhang, Kun Yi, Xiaojun Xue, Shoujin Wang, Liang Hu, Longbing Cao

Pages: 20357 - 20370

30) Event-Triggered Mixed Nonzero-Sum Game Optimal Control for Modular Robotic Manipulator Performing Coordinated Operation Tasks

Author(s): Tianjiao An, Xiaogang Dong, Bo Dong, Hucheng Jiang, Lei Liu, Bing Ma

Pages: 20371 - 20385

31) Information-State-Based Reinforcement Learning for the Control of Partially Observed Nonlinear Systems

Author(s): Raman Goyal, Mohamed Naveed Gul Mohamed, Ran Wang, Aayushman Sharma, Suman Chakravorty

Pages: 20386 - 20400

32) Toward the Extension and Enhanced Representation for Ambiguous Query With Search Heterogeneous Graph Learning

Author(s): Youli Fang, Guosun Zeng

Pages: 20401 - 20415

33) Knowledge-GPT Guided Generalizable Reinforcement Learning for Intelligent Emergency Generator Tripping in Power System

Author(s): Bing Wang, Tianjing Wang, Yong Tang, Yanhao Huang

Pages: 20416 - 20428

34) Continual Diffuser (CoD): Mastering Continual Offline RL With Experience Rehearsal

Author(s): Jifeng Hu, Li Shen, Sili Huang, Zhejian Yang, Hechang Chen, Lichao Sun, Yi Chang, Dacheng Tao

Pages: 20429 - 20443

35) Observer-Based Event-Triggered Fault-Tolerant Synchronization for Memristive Neural Networks Subject to Multiple Failures

Author(s): Mingxin Wang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu

Pages: 20444 - 20456

36) Attribute Prompt Alignment Network for Zero-Shot Learning

Author(s): Guo-Sen Xie, Junyi Li, Ting Guo, Xiangbo Shu, Fang Zhao, Zheng Zhang, Ling Shao

Pages: 20457 - 20463

37) A Fast Wang kWTA With Application in Sealed-Bid Uniform Price Auction

Author(s): John Sum, Chi-Sing Leung, Janet Chun-Chi Chang

Pages: 20464 - 20469

Wednesday, November 12, 2025

IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 11, November 2025

1) Knowledge-Guided Semantic Transfer Network for Few-Shot Image Recognition

Author(s): Zechao Li, Hao Tang, Zhimao Peng, Guo-Jun Qi, Jinhui Tang

Pages: 19474 - 19488

2) Hierarchical Dynamic Graph Convolutional Network With Interpretability for EEG-Based Emotion Recognition

Author(s): Mengqing Ye, C. L. Philip Chen, Tong Zhang

Pages: 19489 - 19500

3) Robust and Rotation-Equivariant Contrastive Learning

Author(s): Gairui Bai, Wei Xi, Xiaopeng Hong, Xinhui Liu, Yang Yue, Songwen Zhao

Pages: 19501 - 19514

4) Multiagent Reinforcement Learning With Graphical Mutual Information Maximization

Author(s): Shifei Ding, Wei Du, Ling Ding, Jian Zhang, Lili Guo, Bo An

Pages: 19515 - 19524

5) A Survey of Attacks on Large Vision–Language Models: Resources, Advances, and Future Trends

Author(s): Daizong Liu, Mingyu Yang, Xiaoye Qu, Pan Zhou, Yu Cheng, Wei Hu

Pages: 19525 - 19545

6) SpeGCL: Self-Supervised Graph Spectrum Contrastive Learning Without Positive Samples

Author(s): Yuntao Shou, Xiangyong Cao, Deyu Meng

Pages: 19546 - 19559

7) Leveraging Semi-Supervised Learning and Meta-Learning for Re-Identification in Few-Shot Spatiotemporal Anomaly Detection

Author(s): Zhen Zhou, Ziyuan Gu, Pan Liu, Wenwu Yu, Zhiyuan Liu

Pages: 19560 - 19573

8) Learning a Better SPD Network for Signal Classification: A Riemannian Batch Normalization Method

Author(s): Rui Wang, Shaocheng Jin, Zhenyu Cai, Ziheng Chen, Xiao-Jun Wu, Josef Kittler

Pages: 19574 - 19588

9) Learning Granularity-Aware Affordances From Human-Object Interaction for Tool-Based Functional Dexterous Grasping

Author(s): Fan Yang, Wenrui Chen, Kailun Yang, Haoran Lin, Dongsheng Luo, Conghui Tang, Zhiyong Li, Yaonan Wang

Pages: 19589 - 19603

10) Solving Scalable Multiagent Routing Problems With Reinforcement Learning

Author(s): Yujiao Hu, Yuan Yao, Jinchao Chen, Zhihao Wang, Qingmin Jia, Yan Pan

Pages: 19604 - 19618

11) Beyond RMSE and MAE: Introducing EAUC to Unmask Hidden Bias and Unfairness in Dyadic Regression Models

Author(s): Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco

Pages: 19619 - 19630

12) Unsupervised Visible–Infrared ReID via Pseudo-Label Correction and Modality-Level Alignment

Author(s): Yexin Liu, Weiming Zhang, Athanasios V. Vasilakos, Lin Wang

Pages: 19631 - 19643

13) Cluster-Aware Few-Shot Molecular Property Prediction With Factor Disentanglement

Author(s): Haodong Zhang, Tao Ren, Yifan Wang, Fanchun Meng, Wei Ju, Ying Tian

Pages: 19644 - 19656

14) ChebMixer: Efficient Graph Representation Learning With MLP Mixer

Author(s): Xiaoyan Kui, Haonan Yan, Qinsong Li, Min Zhang, Liming Chen, Beiji Zou

Pages: 19657 - 19668

15) SimAD: A Simple Dissimilarity-Based Approach for Time-Series Anomaly Detection

Author(s): Zhijie Zhong, Zhiwen Yu, Xing Xi, Yue Xu, Wenming Cao, Yiyuan Yang, Kaixiang Yang, Jane You

Pages: 19669 - 19680

16) Improving Sample Efficiency of Reinforcement Learning With Background Knowledge From Large Language Models

Author(s): Fuxiang Zhang, Junyou Li, Yi-Chen Li, Zongzhang Zhang, Yang Yu, Deheng Ye

Pages: 19681 - 19692

17) SMTLNet: Domain Prior-Inspired Tooth Segmentation Based on Self-Supervised Manifold Transfer Learning

Author(s): Yue Zhao, Ruoyu Wu, Pengyu Dai, Hong Huang, Yang Liu

Pages: 19693 - 19707

18) A Switched System Model for Exponential Stability and Dissipativity of Delayed Neural Networks

Author(s): Hong-Bing Zeng, Zong-Jun Zhu, Shen-Ping Xiao, Xian-Ming Zhang

Pages: 19708 - 19717

19) Enhancing Domain Generalization in Medical Image Segmentation With Global and Local Prompts

Author(s): Chuang Zhao, Xiaomeng Li

Pages: 19718 - 19732

20) Anchor-Based Multiview Subspace Clustering With Anchor-wise and Class-wise Alignments

Author(s): Ye Liu, Hongshan Pu, Junjun Pan, Michael K. Ng, Hongmin Cai

Pages: 19733 - 19747

21) Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction

Author(s): Zhihao Wen, Yuan Fang, Pengcheng Wei, Fayao Liu, Zhenghua Chen, Min Wu

Pages: 19748 - 19761

22) Online Adaptable Offline RL With Guidance Model

Author(s): Xun Wang, Jingmian Wang, Zhuzhong Qian, Bolei Zhang

Pages: 19762 - 19774

23) Gen-GraphEx: Generative In-Distribution Graph Explanations for Time-Efficient Model-Level Interpretability of GNNs

Author(s): Sayan Saha, Monidipa Das, Sanghamitra Bandyopadhyay

Pages: 19775 - 19789

24) Vector Quantization-Based Clustered Federated Learning With Global Feature Anchors for Improved Representation and Generalization

Author(s): Xiaohong Chen, Yuhang Zhang, Xuesong Xu, Dongbin Hu, Guanying Xu

Pages: 19790 - 19804

25) FedLSC: Improving Communication Efficiency and Robustness in Federated Learning With Stragglers and Adversaries

Author(s): Hyeong-Gun Joo, Songnam Hong, Dong-Joon Shin

Pages: 19805 - 19819

26) Distilling Reasoning Ability From Large Language Models With Adaptive Thinking

Author(s): Xiaoshu Chen, Sihang Zhou, Ke Liang, Xinwang Liu

Pages: 19820 - 19833

27) Discovering Spatiotemporal–Individual Coupled Features From Nonstandard Tensors—A Novel Dynamic Graph Mixer Approach

Author(s): Fanghui Bi, Tiantian He, Yew-Soon Ong, Xin Luo

Pages: 19834 - 19848

28) Domain Information Mining and State-Guided Adaptation Network for Multispectral Image Segmentation

Author(s): Boyu Zhao, Mengmeng Zhang, Wei Li, Yunhao Gao, Junjie Wang

Pages: 19849 - 19863

29) OS-RRG: Observation State-Aware Radiology Report Generation With Balanced Diagnosis and Attention Intervention

Author(s): Honglong Yang, Hui Tang, Shanshan Song, Xiaomeng Li

Pages: 19864 - 19878

30) Find Hidden Modality Divergence: Adversarial Aware Learning for Unsupervised Visible–Infrared Person Re-Identification

Author(s): Yuxuan Liu, Hongwei Ge, Yong Luo, Chunguo Wu

Pages: 19879 - 19893

31) Interpretable Cross-Modal Alignment Network for EEG Visual Decoding With Algorithm Unrolling

Author(s): Daowen Xiong, Liangliang Hu, Jiahao Jin, Yikang Ding, Congming Tan, Jing Zhang, Yin Tian

Pages: 19894 - 19908

32) Wormhole Dynamics in Deep Neural Networks

Author(s): Yen-Lung Lai, Zhe Jin

Pages: 19909 - 19923

33) Interactive Graph Learning for Multilevel Network Alignment

Author(s): Pengfei Jiao, Yuanqi Liu, Yinghui Wang, Huijun Tang, Zhidong Zhao, Shirui Pan

Pages: 19924 - 19938

34) An Adaptive Neighborhood-Resonated Graph Convolution Network for Undirected Weighted Graph Representation

Author(s): Jiufang Chen, Ye Yuan, Xin Luo, Xinbo Gao

Pages: 19939 - 19950

35) Progressive Training for Learning From Label Proportions

Author(s): Jiabin Liu, Bo Wang, Yuping Zhang, Huadong Wang, Biao Li, Xin Shen, Gang Kou

Pages: 19951 - 19963

36) Robust Fault-Aware Extreme Learning Machine Based on Maximum Correntropy

Author(s): Yuqi Xiao, Muideen Adegoke, Chi-Sing Leung, Kwok Wa Leung

Pages: 19964 - 19972

Tuesday, March 18, 2025

IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 3, March 2025

1) Guest Editorial Special Issue on Effective Feature Fusion in Deep Neural Networks

Author(s): Yanwei Pang, Fahad Shahbaz Khan, Xin Lu, Fabio Cuzzolin

Pages: 3886 - 3889

2) Decision Fusion Networks for Image Classification

Author(s): Keke Tang, Yuexin Ma, Dingruibo Miao, Peng Song, Zhaoquan Gu, Zhihong Tian, Wenping Wang

Pages: 3890 - 3903

3) ResDNet: Efficient Dense Multi-Scale Representations With Residual Learning for High-Level Vision Tasks

Author(s): Yuanduo Hong, Huihui Pan, Yisong Jia, Weichao Sun, Huijun Gao

Pages: 3904 - 3915

4) Modulated Convolutional Networks

Author(s): Baochang Zhang, Runqi Wang, Xiaodi Wang, Jungong Han, Rongrong Ji

Pages: 3916 - 3929

5) Adding Before Pruning: Sparse Filter Fusion for Deep Convolutional Neural Networks via Auxiliary Attention

Author(s): Guanzhong Tian, Yiran Sun, Yuang Liu, Xianfang Zeng, Mengmeng Wang, Yong Liu, Jiangning Zhang, Jun Chen

Pages: 3930 - 3942

6) Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors

Author(s): Chen Ou, Hongqiu Zhu, Yuri A. W. Shardt, Lingjian Ye, Xiaofeng Yuan, Yalin Wang, Chunhua Yang

Pages: 3943 - 3953

7) Attention-Based Real Image Restoration

Author(s): Saeed Anwar, Nick Barnes, Lars Petersson

Pages: 3954 - 3964

8) DONet: Dual-Octave Network for Fast MR Image Reconstruction

Author(s): Chun-Mei Feng, Zhanyuan Yang, Huazhu Fu, Yong Xu, Jian Yang, Ling Shao

Pages: 3965 - 3975

9) Go Deep or Broad? Exploit Hybrid Network Architecture for Weakly Supervised Object Classification and Localization

Author(s): Shan Gao, Guangqian Guo, Hanqiao Huang, C. L. Philip Chen

Pages: 3976 - 3989

10) GAReID: Grouped and Attentive High-Order Representation Learning for Person Re-Identification

Author(s): Pingyu Wang, Fei Su, Zhicheng Zhao, Yanyun Zhao, Nikolaos V. Boulgouris

Pages: 3990 - 4004

11) Hierarchical Self-Distilled Feature Learning for Fine-Grained Visual Categorization

Author(s): Yutao Hu, Xiaolong Jiang, Xuhui Liu, Xiaoyan Luo, Yao Hu, Xianbin Cao, Baochang Zhang, Jun Zhang

Pages: 4005 - 4018

12) Position Fusing and Refining for Clear Salient Object Detection

Author(s): Xing Zhao, Haoran Liang, Ronghua Liang

Pages: 4019 - 4028

13) SAB Net: A Semantic Attention Boosting Framework for Semantic Segmentation

Author(s): Xiaofeng Ding, Chaomin Shen, Tieyong Zeng, Yaxin Peng

Pages: 4029 - 4041

14) Real-Time Semantic Segmentation via Spatial-Detail Guided Context Propagation

Author(s): Shijie Hao, Yuan Zhou, Yanrong Guo, Richang Hong, Jun Cheng, Meng Wang

Pages: 4042 - 4053

15) Generative Mixup Networks for Zero-Shot Learning

Author(s): Bingrong Xu, Zhigang Zeng, Cheng Lian, Zhengming Ding

Pages: 4054 - 4065

16) Polarity Loss: Improving Visual-Semantic Alignment for Zero-Shot Detection

Author(s): Shafin Rahman, Salman Khan, Nick Barnes

Pages: 4066 - 4078

17) Rethinking 3-D LiDAR Point Cloud Segmentation

Author(s): Shijie Li, Yun Liu, Juergen Gall

Pages: 4079 - 4090

18) CACNN: Capsule Attention Convolutional Neural Networks for 3D Object Recognition

Author(s): Kai Sun, Jiangshe Zhang, Shuang Xu, Zixiang Zhao, Chunxia Zhang, Junmin Liu, Junying Hu

Pages: 4091 - 4102

19) Learning Selective Sensor Fusion for State Estimation

Author(s): Changhao Chen, Stefano Rosa, Chris Xiaoxuan Lu, Bing Wang, Niki Trigoni, Andrew Markham

Pages: 4103 - 4117

20) Duality-Gated Mutual Condition Network for RGBT Tracking

Author(s): Andong Lu, Cun Qian, Chenglong Li, Jin Tang, Liang Wang

Pages: 4118 - 4131

21) IRFR-Net: Interactive Recursive Feature-Reshaping Network for Detecting Salient Objects in RGB-D Images

Author(s): Wujie Zhou, Qinling Guo, Jingsheng Lei, Lu Yu, Jenq-Neng Hwang

Pages: 4132 - 4144

22) Weakly Aligned Feature Fusion for Multimodal Object Detection

Author(s): Lu Zhang, Zhiyong Liu, Xiangyu Zhu, Zhan Song, Xu Yang, Zhen Lei, Hong Qiao

Pages: 4145 - 4159

23) Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering

Author(s): Jianjian Cao, Xiameng Qin, Sanyuan Zhao, Jianbing Shen

Pages: 4160 - 4171

24) Deep Selective Fusion of Visible and Near-Infrared Images Using Unsupervised U-Net

Author(s): Qihui Han, Cheolkon Jung

Pages: 4172 - 4183

25) Region-Object Relation-Aware Dense Captioning via Transformer

Author(s): Zhuang Shao, Jungong Han, Demetris Marnerides, Kurt Debattista

Pages: 4184 - 4195

26) VAG: A Uniform Model for Cross-Modal Visual-Audio Mutual Generation

Author(s): Wangli Hao, He Guan, Zhaoxiang Zhang

Pages: 4196 - 4208

27) Global–Local Multiple Granularity Learning for Cross-Modality Visible–Infrared Person Reidentification

Author(s): Liyan Zhang, Guodong Du, Fan Liu, Huawei Tu, Xiangbo Shu

Pages: 4209 - 4219

28) Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person Reidentification

Author(s): Yang Yang, Guan’an Wang, Prayag Tiwari, Hari Mohan Pandey, Zhen Lei

Pages: 4220 - 4232

29) Semantic Correlation Transfer for Heterogeneous Domain Adaptation

Author(s): Ying Zhao, Shuang Li, Rui Zhang, Chi Harold Liu, Weipeng Cao, Xizhao Wang, Song Tian

Pages: 4233 - 4245

30) Dynamic Neural Network Structure: A Review for its Theories and Applications

Author(s): Jifeng Guo, C. L. Philip Chen, Zhulin Liu, Xixin Yang

Pages: 4246 - 4266

31) Deep Reinforcement Learning in Human Activity Recognition: A Survey and Outlook

Author(s): Bahareh Nikpour, Dimitrios Sinodinos, Narges Armanfard

Pages: 4267 - 4278

32) Federated Graph Neural Networks: Overview, Techniques, and Challenges

Author(s): Rui Liu, Pengwei Xing, Zichao Deng, Anran Li, Cuntai Guan, Han Yu

Pages: 4279 - 4295

33) Adaptive Intermediate Class-Wise Distribution Alignment: A Universal Domain Adaptation and Generalization Method for Machine Fault Diagnosis

Author(s): Quan Qian, Jun Luo, Yi Qin

Pages: 4296 - 4310

34) Focus Affinity Perception and Super-Resolution Embedding for Multifocus Image Fusion

Author(s): Huafeng Li, Ming Yuan, Jinxing Li, Yu Liu, Guangming Lu, Yong Xu, Zhengtao Yu, David Zhang

Pages: 4311 - 4325

35) Collective Neural Dynamics for Sparse Motion Planning of Redundant Manipulators Without Hessian Matrix Inversion

Author(s): Long Jin, Jinchuan Zhao, Liangming Chen, Shuai Li

Pages: 4326 - 4335

36) Closed-Form Gaussian Spread Estimation for Small and Large Support Vector Classification

Author(s): Diego Isla-Cernadas, Manuel Fernández-Delgado, Eva Cernadas, Manisha S. Sirsat, Haitham Maarouf, Senén Barro

Pages: 4336 - 4344

37) A Gradient-Guided Evolutionary Neural Architecture Search

Author(s): Yu Xue, Xiaolong Han, Ferrante Neri, Jiafeng Qin, Danilo Pelusi

Pages: 4345 - 4357

38) Enhanced Network Compression Through Tensor Decompositions and Pruning

Author(s): Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen

Pages: 4358 - 4370

39) HOT-GAN: Hilbert Optimal Transport for Generative Adversarial Network

Author(s): Qian Li, Zhichao Wang, Haiyang Xia, Gang Li, Yanan Cao, Lina Yao, Guandong Xu

Pages: 4371 - 4384

40) DMESH: A Structure-Preserving Diffusion Model for 3-D Mesh Denoising

Author(s): Seongmin Lee, Suwoong Heo, Sanghoon Lee

Pages: 4385 - 4399

41) PointWavelet: Learning in Spectral Domain for 3-D Point Cloud Analysis

Author(s): Cheng Wen, Jianzhi Long, Baosheng Yu, Dacheng Tao

Pages: 4400 - 4412

42) Orthogonal Subspace Representation for Generative Adversarial Networks

Author(s): Hongxiang Jiang, Xiaoyan Luo, Jihao Yin, Huazhu Fu, Fuxiang Wang

Pages: 4413 - 4427

43) A Hierarchical Distributed Data-Driven Adaptive Learning Control for Nonaffine Nonlinear MASs

Author(s): Yong-Sheng Ma, Wei-Wei Che

Pages: 4428 - 4436

44) Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification

Author(s): Ruicong Zhi, Yicheng Meng, Junyi Hou, Jun Wan

Pages: 4437 - 4447

45) A Continuous Volatility Forecasting Model Based on Neural Differential Equations and Scale-Similarity

Author(s): Bowen Pang, Liyi Huang, Qingsong Li, Wei Wei

Pages: 4448 - 4461

46) Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs

Author(s): Tianyu Zhang, Chengbin Hou, Rui Jiang, Xuegong Zhang, Chenghu Zhou, Ke Tang, Hairong Lv

Pages: 4462 - 4476

47) Off-Policy Prediction Learning: An Empirical Study of Online Algorithms

Author(s): Sina Ghiassian, Banafsheh Rafiee, Richard S. Sutton

Pages: 4477 - 4491

48) Few-Shot Face Stylization via GAN Prior Distillation

Author(s): Ruoyu Zhao, Mingrui Zhu, Nannan Wang, Xinbo Gao

Pages: 4492 - 4503

49) DPNet: Dual-Path Network for Real-Time Object Detection With Lightweight Attention

Author(s): Quan Zhou, Huimin Shi, Weikang Xiang, Bin Kang, Longin Jan Latecki

Pages: 4504 - 4518

50) Bridging the Cross-Modality Semantic Gap in Visual Question Answering

Author(s): Boyue Wang, Yujian Ma, Xiaoyan Li, Junbin Gao, Yongli Hu, Baocai Yin

Pages: 4519 - 4531

51) Fuzzy State-Driven Cross-Time Spatial Dependence Learning for Multivariate Time-Series Anomaly Detection

Author(s): Kun Zhu, Pengyu Song, Chunhui Zhao

Pages: 4532 - 4544

52) Multimodal Dual-Embedding Networks for Malware Open-Set Recognition

Author(s): Jingcai Guo, Han Wang, Yuanyuan Xu, Wenchao Xu, Yufeng Zhan, Yuxia Sun, Song Guo

Pages: 4545 - 4559

53) Ensemble Prototype Network For Weakly Supervised Temporal Action Localization

Author(s): Kewei Wu, Wenjie Luo, Zhao Xie, Dan Guo, Zhao Zhang, Richang Hong

Pages: 4560 - 4574

54) Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks

Author(s): Giulia Fracastoro, Sophie M. Fosson, Andrea Migliorati, Giuseppe C. Calafiore

Pages: 4575 - 4585

55) Testing Conditional Independence Between Latent Variables by Independence Residuals

Author(s): Zhengming Chen, Jie Qiao, Feng Xie, Ruichu Cai, Zhifeng Hao, Keli Zhang

Pages: 4586 - 4598

56) Formulating and Representing Multiagent Systems With Hypergraphs

Author(s): Shuo Yu, Huafei Huang, Yanming Shen, Pengfei Wang, Qiang Zhang, Ke Sun, Honglong Chen

Pages: 4599 - 4613

57) Scalable Moment Propagation and Analysis of Variational Distributions for Practical Bayesian Deep Learning

Author(s): Yuki Hirayama, Shinya Takamaeda-Yamazaki

Pages: 4614 - 4624

58) GSSTU: Generative Spatial Self-Attention Transformer Unit for Enhanced Video Prediction

Author(s): Binit Singh, Divij Singh, Rohan Kaushal, Agrya Halder, Pratik Chattopadhyay

Pages: 4625 - 4638

59) Hierarchical Reinforcement Learning for UAV-PE Game With Alternative Delay Update Method

Author(s): Xiao Ma, Yuan Yuan, Lei Guo

Pages: 4639 - 4651

60) Image Deblurring by Exploring In-Depth Properties of Transformer

Author(s): Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma

Pages: 4652 - 4663

61) Locating Target Regions for Image Retrieval in an Unsupervised Manner

Author(s): Bo-Jian Zhang, Guang-Hai Liu, Zuo-Yong Li, Shu-Xiang Song

Pages: 4664 - 4676

62) Conditional Neural Heuristic for Multiobjective Vehicle Routing Problems

Author(s): Mingfeng Fan, Yaoxin Wu, Zhiguang Cao, Wen Song, Guillaume Sartoretti, Huan Liu, Guohua Wu

Pages: 4677 - 4689

63) Understanding Adversarial Robustness From Feature Maps of Convolutional Layers

Author(s): Cong Xu, Wei Zhang, Jun Wang, Min Yang

Pages: 4690 - 4702

64) A Predefined-Time Adaptive Zeroing Neural Network for Solving Time-Varying Linear Equations and Its Application to UR5 Robot

Author(s): Wensheng Tang, Hang Cai, Lin Xiao, Yongjun He, Linju Li, Qiuyue Zuo, Jichun Li

Pages: 4703 - 4712

65) Self-Triggered Approximate Optimal Neuro-Control for Nonlinear Systems Through Adaptive Dynamic Programming

Author(s): Bo Zhao, Shunchao Zhang, Derong Liu

Pages: 4713 - 4723

66) Balanced Unfolding Induced Tensor Nuclear Norms for High-Order Tensor Completion

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

Pages: 4724 - 4737

67) Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation

Author(s): Jialin Tian, Abdulmotaleb El Saddik, Xing Xu, Dongshuai Li, Zuo Cao, Heng Tao Shen

Pages: 4738 - 4749

68) A Generative Shape Compositional Framework to Synthesize Populations of Virtual Chimeras

Author(s): Haoran Dou, Seppo Virtanen, Nishant Ravikumar, Alejandro F. Frangi

Pages: 4750 - 4764

69) Learning Ordinal–Hierarchical Constraints for Deep Learning Classifiers

Author(s): Riccardo Rosati, Luca Romeo, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Emanuele Frontoni, César Hervás-Martínez

Pages: 4765 - 4778

70) Deep Reinforcement Learning for Solving Vehicle Routing Problems With Backhauls

Author(s): Conghui Wang, Zhiguang Cao, Yaoxin Wu, Long Teng, Guohua Wu

Pages: 4779 - 4793

71) Finite-Time Boundedness of Impulsive Delayed Reaction–Diffusion Stochastic Neural Networks

Author(s): Qi Yao, Tengda Wei, Ping Lin, Linshan Wang

Pages: 4794 - 4804

72) Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques

Author(s): Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz

Pages: 4805 - 4819

73) MH6D: Multi-Hypothesis Consistency Learning for Category-Level 6-D Object Pose Estimation

Author(s): Jian Liu, Wei Sun, Chongpei Liu, Hui Yang, Xing Zhang, Ajmal Mian

Pages: 4820 - 4833

74) MEOL: A Maximum-Entropy Framework for Options Learning

Author(s): Pin Zhang, Wenhan Dong, Ming Cai, Shengde Jia, Zi-Peng Wang

Pages: 4834 - 4848

75) Meta-MolNet: A Cross-Domain Benchmark for Few Examples Drug Discovery

Author(s): Qiujie Lv, Guanxing Chen, Ziduo Yang, Weihe Zhong, Calvin Yu-Chian Chen

Pages: 4849 - 4863

76) On Model of Recurrent Neural Network on a Time Scale: Exponential Convergence and Stability Research

Author(s): Vasyl Martsenyuk, Marcin Bernas, Aleksandra Klos-Witkowska

Pages: 4864 - 4878

77) Parameter-Free Multiview K-Means Clustering With Coordinate Descent Method

Author(s): Feiping Nie, Han Liu, Rong Wang, Xuelong Li

Pages: 4879 - 4892

78) MUSIC: Accelerated Convergence for Distributed Optimization With Inexact and Exact Methods

Author(s): Mou Wu, Haibin Liao, Zhengtao Ding, Yonggang Xiao

Pages: 4893 - 4907

79) DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition

Author(s): Wei Ai, Yuntao Shou, Tao Meng, Keqin Li

Pages: 4908 - 4921

80) Set-Membership State Estimation for Multirate Nonlinear Complex Networks Under FlexRay Protocols: A Neural-Network-Based Approach

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

Pages: 4922 - 4933

81) Spiking Neural Network for Ultralow-Latency and High-Accurate Object Detection

Author(s): Jinye Qu, Zeyu Gao, Tielin Zhang, Yanfeng Lu, Huajin Tang, Hong Qiao

Pages: 4934 - 4946

82) Fast Multiview Anchor-Graph Clustering

Author(s): Ben Yang, Xuetao Zhang, Jinghan Wu, Feiping Nie, Zhiping Lin, Fei Wang, Badong Chen

Pages: 4947 - 4958

83) Coexistence of Cyclic Sequential Pattern Recognition and Associative Memory in Neural Networks by Attractor Mechanisms

Author(s): Jingyang Huo, Jiali Yu, Min Wang, Zhang Yi, Jinsong Leng, Yong Liao

Pages: 4959 - 4970

84) Few-Shot Relation Extraction With Automatically Generated Prompts

Author(s): Xiaoyan Zhao, Min Yang, Qiang Qu, Ruifeng Xu

Pages: 4971 - 4983

85) Smooth-Guided Implicit Data Augmentation for Domain Generalization

Author(s): Mengzhu Wang, Junze Liu, Ge Luo, Shanshan Wang, Wei Wang, Long Lan, Ye Wang, Feiping Nie

Pages: 4984 - 4995

86) Quantized Magnetic Domain Wall Synapse for Efficient Deep Neural Networks

Author(s): Seema Dhull, Walid Al Misba, Arshid Nisar, Jayasimha Atulasimha, Brajesh Kumar Kaushik

Pages: 4996 - 5005

87) Heterogeneous Domain Adaptation With Generalized Similarity and Dissimilarity Regularization

Author(s): Yuqing Chen, Zhencai Shen, Daoliang Li, Ping Zhong, Yingyi Chen

Pages: 5006 - 5019

88) Unsupervised Dual Transformer Learning for 3-D Textured Surface Segmentation

Author(s): Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi

Pages: 5020 - 5031

89) Neural Preassigned Performance Control for State-Constrained Nonlinear Systems Subject to Disturbances

Author(s): Wei Liu, Jianhang Zhao, Huanyu Zhao, Qian Ma, Shengyuan Xu, Ju H. Park

Pages: 5032 - 5043

90) T-HyperGNNs: Hypergraph Neural Networks via Tensor Representations

Author(s): Fuli Wang, Karelia Pena-Pena, Wei Qian, Gonzalo R. Arce

Pages: 5044 - 5058

91) Latent Attention Network With Position Perception for Visual Question Answering

Author(s): Jing Zhang, Xiaoqiang Liu, Zhe Wang

Pages: 5059 - 5069

92) An Accelerated Approach on Adaptive Gradient Neural Network for Solving Time-Dependent Linear Equations: A State-Triggered Perspective

Author(s): Haoen Huang, Zhigang Zeng

Pages: 5070 - 5081

93) Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation

Author(s): Lian Xu, Mohammed Bennamoun, Farid Boussaid, Wanli Ouyang, Ferdous Sohel, Dan Xu

Pages: 5082 - 5096

94) Improving Text-Based Person Retrieval by Excavating All-Round Information Beyond Color

Author(s): Aichun Zhu, Zijie Wang, Jingyi Xue, Xili Wan, Jing Jin, Tian Wang, Hichem Snoussi

Pages: 5097 - 5111

95) TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks

Author(s): Rui-Jie Zhu, Malu Zhang, Qihang Zhao, Haoyu Deng, Yule Duan, Liang-Jian Deng

Pages: 5112 - 5125

96) CADM+: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment

Author(s): Songqiao Hu, Zeyi Liu, Minyue Li, Xiao He

Pages: 5126 - 5139

97) Spectral Super-Resolution via Deep Low-Rank Tensor Representation

Author(s): Renwei Dian, Yuanye Liu, Shutao Li

Pages: 5140 - 5150

98) Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness

Author(s): Mingkun Xu, Faqiang Liu, Yifan Hu, Hongyi Li, Yuanyuan Wei, Shuai Zhong, Jing Pei, Lei Deng

Pages: 5151 - 5165

99) MNTZNN for Solving Hybrid Double-Deck Dynamic Nonlinear Equation System Applied to Robot Manipulator Control

Author(s): Xinhui Zhu, Jianwei Fan, Shuang Pan, Yanling Li, Jian Li, Mingliang Xu

Pages: 5166 - 5176

100) Use of Parallel Explanatory Models to Enhance Transparency of Neural Network Configurations for Cell Degradation Detection

Author(s): David Mulvey, Chuan Heng Foh, Muhammad Ali Imran, Rahim Tafazolli

Pages: 5177 - 5189

101) Generative Upper-Level Policy Imitation Learning With Pareto-Improvement for Energy-Efficient Advanced Machining Systems

Author(s): Qinge Xiao, Ben Niu, Ying Tan, Zhile Yang, Xingzheng Chen

Pages: 5190 - 5203

102) Task-Wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images

Author(s): Zhanchao Huang, Wei Li, Xiang-Gen Xia, Hao Wang, Ran Tao

Pages: 5204 - 5218

103) Trainable Delays in Time Delay Neural Networks for Learning Delayed Dynamics

Author(s): Xunbi A. Ji, Gábor Orosz

Pages: 5219 - 5229

104) Mining Semantic Correlations Between Mispredictions and Corrections for Interactive Semantic Segmentation

Author(s): Yutong Gao, Congyan Lang, Fayao Liu, Chuan-Sheng Foo, Yuanzhouhan Cao, Lijuan Sun, Yunchao Wei

Pages: 5230 - 5243

105) New RNN Algorithms for Different Time-Variant Matrix Inequalities Solving Under Discrete-Time Framework

Author(s): Yang Shi, Chenling Ding, Shuai Li, Bin Li, Xiaobing Sun

Pages: 5244 - 5257

106) To Combat Multiclass Imbalanced Problems by Aggregating Evolutionary Hierarchical Classifiers

Author(s): Zhihan Ning, Zhixing Jiang, David Zhang

Pages: 5258 - 5272

107) High-Order Neighbors Aware Representation Learning for Knowledge Graph Completion

Author(s): Hong Yin, Jiang Zhong, Rongzhen Li, Jiaxing Shang, Chen Wang, Xue Li

Pages: 5273 - 5287

108) Multilabel Feature Selection via Shared Latent Sublabel Structure and Simultaneous Orthogonal Basis Clustering

Author(s): Ronghua Shang, Jingyu Zhong, Weitong Zhang, Songhua Xu, Yangyang Li

Pages: 5288 - 5303

109) Decision-Making With Speculative Opponent Models

Author(s): Jing Sun, Shuo Chen, Cong Zhang, Yining Ma, Jie Zhang

Pages: 5304 - 5318

110) DEs-Inspired Accelerated Unfolded Linearized ADMM Networks for Inverse Problems

Author(s): Weixin An, Yuanyuan Liu, Fanhua Shang, Hongying Liu, Licheng Jiao

Pages: 5319 - 5333

111) Dimensionality Reduction Method for the Output Regulation of Boolean Control Networks

Author(s): Shihua Fu, Jun-e Feng, Yuan Zhao, Jianjun Wang, Jinfeng Pan

Pages: 5334 - 5347

112) Statistical Machine Learning for Power Flow Analysis Considering the Influence of Weather Factors on Photovoltaic Power Generation

Author(s): Xueqian Fu, Chunyu Zhang, Yan Xu, Youmin Zhang, Hongbin Sun

Pages: 5348 - 5362

113) NGDE: A Niching-Based Gradient-Directed Evolution Algorithm for Nonconvex Optimization

Author(s): Qi Yu, Xijun Liang, Mengzhen Li, Ling Jian

Pages: 5363 - 5374

114) Pontryagin’s Minimum Principle-Guided RL for Minimum-Time Exploration of Spatiotemporal Fields

Author(s): Zhuo Li, Jian Sun, Antonio G. Marques, Gang Wang, Keyou You

Pages: 5375 - 5387

115) Neural Network Compression Based on Tensor Ring Decomposition

Author(s): Kun Xie, Can Liu, Xin Wang, Xiaocan Li, Gaogang Xie, Jigang Wen, Kenli Li

Pages: 5388 - 5402

116) Contrast-Assisted Domain-Specificity-Removal Network for Semi-Supervised Generalization Fault Diagnosis

Author(s): Qiuyu Song, Xingxing Jiang, Jie Liu, Juanjuan Shi, Zhongkui Zhu

Pages: 5403 - 5416

117) Adaptive Critic Learning-Based Optimal Bipartite Consensus for Multiagent Systems With Prescribed Performance

Author(s): Lei Yan, Junhe Liu, Guanyu Lai, C. L. Philip Chen, Zongze Wu, Zhi Liu

Pages: 5417 - 5427

118) Local–Global Geometric Information and View Complementarity Introduced Multiview Metric Learning

Author(s): Xinlei Xu, Zhe Wang, Shuangyan Ren, Saisai Niu, Dongdong Li

Pages: 5428 - 5441

119) One-Step Multiview Clustering via Adaptive Graph Learning and Spectral Rotation

Author(s): Chuan Tang, Minhui Wang, Kun Sun

Pages: 5442 - 5453

120) AttMOT: Improving Multiple-Object Tracking by Introducing Auxiliary Pedestrian Attributes

Author(s): Yunhao Li, Zhen Xiao, Lin Yang, Dan Meng, Xin Zhou, Heng Fan, Libo Zhang

Pages: 5454 - 5468

121) CycleTrans: Learning Neutral Yet Discriminative Features via Cycle Construction for Visible- Infrared Person Re-Identification

Author(s): Qiong Wu, Jiaer Xia, Pingyang Dai, Yiyi Zhou, Yongjian Wu, Rongrong Ji

Pages: 5469 - 5479

122) Generalizable and Discriminative Representations for Adversarially Robust Few-Shot Learning

Author(s): Junhao Dong, Yuan Wang, Xiaohua Xie, Jianhuang Lai, Yew-Soon Ong

Pages: 5480 - 5493

123) Disentangling Modality and Posture Factors: Memory-Attention and Orthogonal Decomposition for Visible-Infrared Person Re-Identification

Author(s): Zefeng Lu, Ronghao Lin, Haifeng Hu

Pages: 5494 - 5508

124) Geometric Matching for Cross-Modal Retrieval

Author(s): Zheng Wang, Zhenwei Gao, Yang Yang, Guoqing Wang, Chengbo Jiao, Heng Tao Shen

Pages: 5509 - 5521

125) CMFAN: Cross-Modal Feature Alignment Network for Few-Shot Single-View 3D Reconstruction

Author(s): Lvlong Lai, Jian Chen, Zehong Zhang, Guosheng Lin, Qingyao Wu

Pages: 5522 - 5534

126) Graph Exploration for Effective Multiagent Q-Learning

Author(s): Ainur Zhaikhan, Ali H. Sayed

Pages: 5535 - 5546

127) Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets

Author(s): Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Salih Atici, Ahmet Enis Cetin

Pages: 5547 - 5558

128) Real-World Light Field Image Super-Resolution Via Degradation Modulation

Author(s): Yingqian Wang, Zhengyu Liang, Longguang Wang, Jungang Yang, Wei An, Yulan Guo

Pages: 5559 - 5573

129) Optimal Learning Output Tracking Control: A Model-Free Policy Optimization Method With Convergence Analysis

Author(s): Mingduo Lin, Bo Zhao, Derong Liu

Pages: 5574 - 5585

130) Universal Approximation Abilities of a Modular Differentiable Neural Network

Author(s): Jian Wang, Shujun Wu, Huaqing Zhang, Bin Yuan, Caili Dai, Nikhil R. Pal

Pages: 5586 - 5600

131) Enhancing Narrative Commonsense Reasoning With Multilevel Causal Knowledge

Author(s): Feiteng Mu, Wenjie Li

Pages: 5601 - 5613

132) Communication-Efficient Hybrid Federated Learning for E-Health With Horizontal and Vertical Data Partitioning

Author(s): Chong Yu, Shuaiqi Shen, Shiqiang Wang, Kuan Zhang, Hai Zhao

Pages: 5614 - 5628

133) LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture

Author(s): Yuqi Feng, Zeqiong Lv, Hongyang Chen, Shangce Gao, Fengping An, Yanan Sun

Pages: 5629 - 5643

134) Boosting On-Policy Actor–Critic With Shallow Updates in Critic

Author(s): Luntong Li, Yuanheng Zhu

Pages: 5644 - 5653

135) MultiFair: Model Fairness With Multiple Sensitive Attributes

Author(s): Huan Tian, Bo Liu, Tianqing Zhu, Wanlei Zhou, Philip S. Yu

Pages: 5654 - 5667

136) Complex-Valued Convolutional Gated Recurrent Neural Network for Ultrasound Beamforming

Author(s): Zhiming Zhang, Zhenyu Lei, MengChu Zhou, Hideyuki Hasegawa, Shangce Gao

Pages: 5668 - 5679

137) Efficient Online Stream Clustering Based on Fast Peeling of Boundary Micro-Cluster

Author(s): Jiarui Sun, Mingjing Du, Chen Sun, Yongquan Dong

Pages: 5680 - 5693

138) HCL: A Hierarchical Contrastive Learning Framework for Zero-Shot Relation Extraction

Author(s): Tianwei Yan, Shan Zhao, Minghao Hu, Mengzhu Wang, Xiang Zhang, Zhigang Luo, Meng Wang

Pages: 5694 - 5705

139) A Quantum Spatial Graph Convolutional Neural Network Model on Quantum Circuits

Author(s): Jin Zheng, Qing Gao, Maciej Ogorzałek, Jinhu Lü, Yue Deng

Pages: 5706 - 5720

140) CSTS: Exploring Class-Specific and Task-Shared Embedding Representation for Few-Shot Learning

Author(s): Hong Zhao, Yuling Su, Zhiping Wu, Weiping Ding

Pages: 5721 - 5733

141) Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE Systems

Author(s): Mingxing Cai, Yuan Yuan, Biao Luo, Fanbiao Li, Xiaodong Xu, Chunhua Yang, Weihua Gui

Pages: 5734 - 5746

142) Temporal Network Embedding Enhanced With Long-Range Dynamics and Self-Supervised Learning

Author(s): Zhizheng Wang, Yuanyuan Sun, Zhihao Yang, Liang Yang, Hongfei Lin

Pages: 5747 - 5758

143) AdaptiveClick: Click-Aware Transformer With Adaptive Focal Loss for Interactive Image Segmentation

Author(s): Jiacheng Lin, Jiajun Chen, Kailun Yang, Alina Roitberg, Siyu Li, Zhiyong Li, Shutao Li

Pages: 5759 - 5773

144) One-Step Multi-View Clustering With Diverse Representation

Author(s): Xinhang Wan, Jiyuan Liu, Xinbiao Gan, Xinwang Liu, Siwei Wang, Yi Wen, Tianjiao Wan, En Zhu

Pages: 5774 - 5786

145) Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions

Author(s): Yiqun Zhang, Zhenyue Qin, Saeed Anwar, Dongwoo Kim, Yang Liu, Pan Ji, Tom Gedeon

Pages: 5787 - 5794

146) Distributed Dynamic Task Allocation for Moving Target Tracking of Networked Mobile Robots Using k-WTA Network

Author(s): Kexin Liu, Yinyan Zhang

Pages: 5795 - 5802

147) A Revised Formation of Trace Ratio LDA for Small Sample Size Problem

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

Pages: 5803 - 5809

148) Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns

Author(s): Christos Kyrkou

Pages: 5810 - 5817

149) A Novel Generator With Auxiliary Branch for Improving GAN Performance

Author(s): Seung Park, Yong-Goo Shin

Pages: 5818 - 5825

150) Learning Rates of Deep Nets for Geometrically Strongly Mixing Sequence

Author(s): Yueyang Men, Liang Li, Ziqing Hu, Yongli Xu

Pages: 5826 - 5832

Tuesday, February 11, 2025

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

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