IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 11, November 2026

1) A Survey on Human-Centric Voice--Face Multimodal Learning

Author(s): W. Chen, K. Xu, Q. Song, Y. Sun, X. Liu, X. Li, Y. Dou, H. Wang

Pages: 5819 - 5839

2) Stability of Time-Varying Impulsive Systems With State-Dependent Delay and Its Application in Complex Networks

Author(s): W. Liu, X. Li

Pages: 5840 - 5848

3) Geometry-Aware Line Graph Transformer Pretraining for Molecular Property Prediction

Author(s): P. Bai, X. Liu, W. Fan, T. Jiang, W. K. Cheung, H. Lu

Pages: 5849 - 5863

4) Sliding Integral Neural Network Driven Robust Solution for Time-Varying Quadratic Programming

Author(s): Y. Si, Z. Li, K. Zhao, H. Huang, D. Fu

Pages: 5864 - 5876

5) Heterogeneous Demand-Aware Multi-Agent Communication Based on Role Representation

Author(s): D. Huo, H. Zhang, Y. Hao, Y. Ye, J. Lian, H. Liu, R. Wang, L. Hu, M. Chen

Pages: 5877 - 5888

6) A Real-Time Offset-Free Neural Network MPC Framework for Aeroengine Control on Embedded Systems

Author(s): W. -T. Li, S. -X. Wen, X. -F. Wang, W. -Z. Meng, X. -M. Sun

Pages: 5889 - 5899

7) Attention-Guided and Role-Aware Reinforcement Learning for Multi-AUV Counter-Game

Author(s): W. Gan, K. Guo, L. Qiao

Pages: 5900 - 5914

8) HypBench: Hyperbolic Benchmark for Graph Neural Network Performance

Author(s): R. Aliakbarisani, R. Jankowski, M. Á. Serrano, M. Boguñá

Pages: 5915 - 5928

9) Toward Privacy Preservation in Federated Learning: A Framework Integrating Client-Side Shuffling and Model Compression

Author(s): J. Li, R. Xiao, L. Yu, K. Zhang, J. Ning

Pages: 5929 - 5943

10) Intrinsic Value-Aligned Policy Optimization for Offline-to-Online Reinforcement Learning

Author(s): T. Liu, X. Xu, X. Xie, Y. Lan, T. Tang, Z. Ding

Pages: 5944 - 5958

11) HAD: Hierarchical Asymmetric Distillation to Bridge Spatio-Temporal Gaps in Event-Based Object Tracking

Author(s): Y. Deng, X. Zhong, W. Liu, Z. Yu, J. Yuan, T. Huang

Pages: 5959 - 5972

12) Learning Dual Transformers for All-in-One Image Restoration From a Frequency Perspective

Author(s): J. Chu, T. Su, P. Liu, Y. Wu, L. Zhang, Z. Shi, M. Wang

Pages: 5973 - 5987

13) Contaminative Data-Driven Koopman Resilient Distributed Filtering for Unknown Stochastic Nonlinear Systems

Author(s): X. Zheng, Z. Sun, X. Yang, H. Yan

Pages: 5988 - 5998

14) Hierarchical Semantic Concept Modeling for Generalizable Myocardial Pathology Segmentation on Multisequence CMR Images

Author(s): J. Dong, L. Li, L. Huang, L. Pan, F. Cheng, W. Ding, X. Zhuang

Pages: 5999 - 6013

15) Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-View Geo-Localization

Author(s): Z. Chen, Z. -X. Yang, H. -J. Rong, G. Li

Pages: 6014 - 6028

16) DOGT: Double-Order Graph Transformers With Adaptive Node-Group Learning

Author(s): Y. Zhang, X. Sheng, M. Liu, R. Zhao, X. Shang

Pages: 6029 - 6043

17) Self-Supervised Continuous Dynamic Graph Representation Learning via Hawkes Processes

Author(s): R. Liu, R. Yin, X. Zhou, X. Hao, J. Li, J. Zhong, C. Ma, W. Wang

Pages: 6044 - 6054

18) A Method for Data Augmentation in Vertical Federated Learning Addressing Data Heterogeneity

Author(s): Y. Xiao, T. Lv, D. Zhao, W. Zhao, T. Li, R. Wang, G. Wang

Pages: 6055 - 6069

19) Recovering Reward Functions From Distributed Expert Demonstrations via Bi-Level Maximum-Likelihood Optimization

Author(s): G. Jiang, S. Hong, M. Imani, N. D. Bastian, T. Lan

Pages: 6070 - 6084

20) ConvShareViT: A Vision Transformer-Like Architecture for Free-Space Optical Accelerators

Author(s): R. Ibadulla, T. M. Chen, C. C. Reyes-Aldasoro

Pages: 6085 - 6099

21) Physically Guided Diffusion Framework With Neural Information Bottleneck Regulation for Robust Small Object Detection

Author(s): Y. Zhou, S. Tan, W. Li, Y. Qin

Pages: 6100 - 6113

22) Vision-Assisted Foundation Model for Solving Multitask Vehicle Routing Problems

Author(s): S. Gui, Z. Cao, W. Song, Y. -S. Ong

Pages: 6114 - 6128

23) An Accelerated Augmented Gradient Neural Network for Constrained Time-Varying Nonlinear Optimization

Author(s): J. Wang, H. Huang, K. Deng, Z. Zeng

Pages: 6129 - 6139

24) An Uncertainty-Aware Ensemble Approach to Modeling Utility of Pseudolabels for Semisupervised Learning

Author(s): J. Wu, J. Pang, Q. Huang

Pages: 6140 - 6150

25) Data-Driven Output Feedback Control for Unknown Piecewise Affine Systems

Author(s): K. Hu, T. Liu

Pages: 6151 - 6165

26) Efficient Image Debiased Contrastive Clustering

Author(s): H. Jia, J. Chen, Q. Mao, Q. Wang, Q. Lu, G. Long, D. Wu

Pages: 6166 - 6180

27) MoADL-TLSTM: Multiobjective Automated Deep Learning-Based Transformer-LSTM for Load Forecasting

Author(s): K. -D. Lu, B. -X. Zhang, Y. Xu, Y. Shen, Z. -G. Wu

Pages: 6181 - 6193

28) Hybrid Transfer Active Learning for Multistream Processes With Within-Process and Cross-Process Correlation Modeling and Online Updating

Author(s): Z. Hu, C. Wang

Pages: 6194 - 6206

29) RoCA: Robust Contrastive One-Class Time Series Anomaly Detection With Contaminated Data

Author(s): X. Mou, R. Wang, B. Li, T. Wo, J. Sun, H. Wang, X. Liu

Pages: 6207 - 6221

30) Dynamic-n-Static Multiplex Graph Representation Learning for Improved Link Prediction

Author(s): J. Yu, M. Ding, W. Sun

Pages: 6222 - 6235

31) Collaborative Hyperparameter Recommendation by Coupled Matrix Factorization With Kernel

Author(s): L. Deng, M. Xiao

Pages: 6236 - 6249

32) Learning-Based Statistical Refinement for Denoising

Author(s): R. Ke

Pages: 6250 - 6262

33) Learning External Point-Set Context for Point Cloud Segmentation

Author(s): J. Peng, H. Dong, X. Wang, D. Lin, H. Chen, R. Liu, Q. Chen, Y. Wu, H. Lu, Q. Guo, Y. Wang, L. Liang, W. Xie, M. Wang, P. Li

Pages: 6263 - 6277

34) WiCount-DASL: Domain-Adversarial Semisupervised Learning for Wi-Fi-Based Stationary Crowd Counting

Author(s): H. Wang, I. W. -H. Ho

Pages: 6278 - 6290

35) Spatiotemporal Context-Aware Prompting With Low-Rank Dynamic Routing for Exemplar-Free Video Class-Incremental Learning

Author(s): K. Wu, B. Peng, D. Zhai

Pages: 6291 - 6301

36) Multi-View Clustering With Hybrid-Order Similarity Learning

Author(s): D. Huang, S. -Y. Liu, H. Wang

Pages: 6302 - 6313

37) Toward Fair Federated Graph Learning

Author(s): Z. Wu, B. Pang, X. Li, Y. Zhu, D. Su, B. Fan, R. -H. Li, G. Wang, C. Zhou

Pages: 6314 - 6328

38) Enhancing Generative Models for Modality Imputation of 3-D MRIs via Consistency-Aware Refinement and Super-Resolution Guidance

Author(s): Z. Song, X. Wang, H. Xiong, M. Liu, M. Fei, X. Zhao, Z. Shen, S. Wang, D. Chen, L. Yao, Q. Wang, L. Zhang

Pages: 6329 - 6343

39) MALFM-Captioner: A Multipath Alignment Learning for Image Captioning With Feature Mask

Author(s): X. Yang, B. Song, Y. Dong, W. Sun, T. Sun, S. Zheng, Z. Hou

Pages: 6344 - 6356

40) Why Empirical Risk Minimization Performs Well for Open Set Domain Adaptation: A Theoretical Analysis From Causal View

Author(s): H. Du, Y. Liu, C. Feng, G. Liu, C. Yang, G. Kou

Pages: 6357 - 6367

41) MGA-CLIP: A Multigranularity Attribution Framework for Cross-Modal Explainability in CLIP

Author(s): X. Cheng, T. Zhou, S. Yin, H. Zhang, W. Xiong, W. Ding

Pages: 6368 - 6382

42) Adaptive Graph-Guided Feature Decomposition for Unsupervised Multiview Feature Selection

Author(s): A. Yuan, H. Lv, J. Hu, M. You

Pages: 6383 - 6397

43) RL-FM: Reinforcement Learning-Driven Flow Matching for Multimodal Remote Sensing Image Classification

Author(s): W. Zhang, H. Tao, Z. Wang, X. Wang, Y. Cheng

Pages: 6398 - 6411

44) Flexible Prescribed-Time Optimal Control With Adaptive State--Input Constraint Bounds via Actor--Critic Learning

Author(s): J. Tan, S. Xue, H. Cao, B. Chen

Pages: 6412 - 6425

45) Learning Manipulation Features for Quantitative Assessment and Skill-Level Classification in Robot-Assisted Intervention: In Vivo Rabbit Studies

Author(s): S. Wei, Z. Wu, J. Luo, Y. Gao, Z. Geng, S. Gu, J. Zhang

Pages: 6426 - 6439

46) Differentiable Clustering Graph Convolutional Network for Hyperspectral Unmixing: Methodology and Benchmark

Author(s): M. Xu, J. Xu, Z. Yang, W. Li, Y. Xu, S. Wei, S. Liu, B. Du, Z. Wang

Pages: 6440 - 6454

47) Toward Effective Graph Long-Tailed Learning With Noisy Labels

Author(s): H. Liu, Z. Hao, H. Ming, W. Wang, H. Yu, X. Zhang

Pages: 6455 - 6465

48) FP3O: Enabling Proximal Policy Optimization in Multiagent Cooperation With Parameter-Sharing Versatility

Author(s): L. Feng, D. Xing, J. Zhang, G. Pan

Pages: 6466 - 6477

49) Online Value Iteration for Unknown Nonlinear Multiagent Systems: A Model-Decoupled Encoding--Decoding Mechanism

Author(s): T. Zhang, Y. Han, L. You, X. Wang

Pages: 6478 - 6491

50) Interpreting the Observed Behavior of a Class of Autonomous Linear Systems Using Explainable Inverse Reinforcement Learning

Author(s): A. Perrusquía, M. Zou, W. Guo

Pages: 6492 - 6505

51) From Stochastic Conjugate Gradient to Stochastic Second-Order Optimization, Driven by Conjugate Coefficient With Second-Order Information

Author(s): Z. Yang

Pages: 6506 - 6519

52) Cloud Server Replenishment Policy Under Given Demand Satisfaction Rates via Reinforcement Learning With Policy Imitation

Author(s): J. Li, P. Cheng, X. Zhang, W. Zhu, G. Wang, L. Dou, B. Zheng, W. Sun

Pages: 6520 - 6534

53) Temporal Logic Guided Universal Task Representations for Reinforcement Learning

Author(s): H. Zhang, Z. Zhou, Z. Kan

Pages: 6535 - 6549

54) TAFNet: Trusted Multiview Associative Fusion Neural Networks for Analyzing Dynamic Brain Networks

Author(s): W. Ding, W. Dai, T. Hou, T. Yin, Q. Hua, Y. Chen, J. Huang, J. Yang

Pages: 6550 - 6564

55) TSGNAS: A Topology- and Semantic-Guided Graph Neural Network Architecture Searcher

Author(s): K. Zhang, S. Pang, H. Pei, Y. Bai, W. Wu, X. He

Pages: 6565 - 6579

56) Escaping Stability-Plasticity Dilemma in Online Continual Learning for Motion Forecasting via Synergetic Memory Rehearsal

Author(s): Y. Lin, C. Lu, T. Wu, X. Zhao, G. Du, Y. Sun, Z. Li, J. Gong

Pages: 6580 - 6594

57) ACTFormer: Adaptive Complexity-Aware Traffic Transformer for Intelligent Flow Prediction

Author(s): W. Yang, W. Shang, Z. Liu

Pages: 6595 - 6608

58) Harmonic Autoencoding Framework for Multiple Tasks in Magnetic Particle Imaging Reconstruction

Author(s): Z. Wei, T. Zhu, J. Zhang, G. Shi, F. Yang, L. Zhang, X. Yang, J. Tian, H. Hui

Pages: 6609 - 6623

59) Hypercube Neural Topologies: Enhancing Depth Efficiency and Gradient Flow in Deep Networks

Author(s): B. -J. Park, D. S. Han

Pages: 6624 - 6638

60) A Weak-Robust Modeling and Knowledge-Driven Solution Approach for Scheduling Margin Calculation of Hot Rolling Process

Author(s): Y. Wu, T. Wang, J. Zhao, W. Wang

Pages: 6639 - 6652

61) Fokker--Planck Soft Actor--Critic

Author(s): H. -S. Hwang, J. Kim, J. Seok

Pages: 6653 - 6667

62) Structure-Guided Domain-Adaptive Network for Few-Shot SAR Ship Detection

Author(s): K. Ni, W. Zhou

Pages: 6668 - 6682

63) Unleashing the Potential of Imperfect Demonstration for Imitation Learning via Hierarchical Expert Guidance

Author(s): Z. Lin, Z. Chen, G. Zhu, J. Li

Pages: 6683 - 6693

64) PteFBIC: Exploiting Pterylotic Relationship for Fine-Grained Bird Image Classification via Rachidian Orientation Learning

Author(s): H. Liu, S. He, T. Liu, Z. Liu, Z. Zhang, Y. -F. Li

Pages: 6694 - 6708

65) CausalPD: Joint Causal Discovery and Intervention for Large-Scale Pavement Distress Distribution Data

Author(s): X. Wu, T. Pan, X. Chen, J. Liu, Z. He

Pages: 6709 - 6723

Wednesday, 4 November 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 11, November 2026

1) aTi: A Framework for Quantifying Cultural Emergence for Responsible AI Systems

Author(s): C. Salaam, D. B. Rawat

Pages: 5855 - 5871

2) Quantum Federated Learning: A Comprehensive Review and Analysis

Author(s): D. Gurung, S. R. Pokhrel, G. Li

Pages: 5872 - 5891

3) CausalBN-Bench: A Comprehensive Benchmark for Causal Learning Capability of LLMs

Author(s): Y. Zhou, X. Wu, J. Wu, L. Feng, K. C. Tan

Pages: 5892 - 5907

4) Dynamic Riemannian Geometry Relational Distillation for Lightweight 3-D Object Detection

Author(s): C. Bu, W. Yan, Z. Liu, Y. Song, C. Tang

Pages: 5908 - 5920

5) An Indicator-Based Sliding Window Detection Evolutionary Algorithm for Dynamic Multiobjective Optimization With Elusive Changes

Author(s): F. Li, H. Pan, H. Shen, Q. Chen, S. Jiang, S. Yang

Pages: 5921 - 5936

6) Collaborative Knowledge Distillation via a Learning-by-Education Node Community

Author(s): A. Kaimakamidis, I. Mademlis, I. Pitas

Pages: 5937 - 5952

7) Density-Aware Adaptive Weight Optimization Against Data Heterogeneity in Federated Learning

Author(s): S. Gao, C. Huang, J. Zhu, X. Ma, J. Dong

Pages: 5953 - 5966

8) The Illusion of Rationality: Tacit Bias and Strategic Dominance in Frontier LLM Negotiation Games

Author(s): M. Ríos, R. Manrique, N. Quijano, L. F. Giraldo

Pages: 5967 - 5974

9) Event-Triggered Pricing Mechanism for Social Cost Minimization of Uncertain Games Using Neural Networks

Author(s): Y. Yan, Q. Tang, M. Ye

Pages: 5975 - 5988

10) FedGMI: Generative Model-Driven Federated Learning for Probabilistic Mixture Inference

Author(s): Q. Hou, Y. Shi, P. Fan, K. B. Letaief

Pages: 5989 - 5998

11) Tolerance Clustering for Knowledge Graph Embeddings: Structural Robustness, Lexical Domain Purity, and Semantic Coherence

Author(s): H. Li, H. Wu

Pages: 5999 - 6011

12) A Noise-Tolerant Adaptive Fuzzy Neural Approach to Complex-Valued Quadratic Programming With Image Encryption Applications

Author(s): J. Peng, L. Xiao, D. Wang, Z. Wang, Q. Zuo, Y. Ren

Pages: 6012 - 6022

13) Integral Reinforcement Learning for Latent Human Capability Inference in Human–Robot Interaction

Author(s): A. Talasaz, Z. Ni

Pages: 6023 - 6038

14) Efficient Generative Adversarial Networks via Parity-Guided Sliding Window KDE

Author(s): G. B. Chandani, G. Dhiman

Pages: 6039 - 6047

15) TextDestroyer: A Training-Free and Annotation-Free Diffusion Method to Destroying Anomalous Text From Images

Author(s): M. Li, F. Chao, C. -W. Lin, C. Shang, Q. Shen

Pages: 6048 - 6060

16) Unraveling Dynamic Spatiotemporal Shifts in Traffic Flow: A Dual-Lens Divide-and-Match Approach

Author(s): Q. Liu, J. An, M. S. Rana, L. Zhang, Z. Pu, W. Chen

Pages: 6061 - 6074

17) Mitigating Generator Bias in Low-Participation Model-Heterogeneous Federated Learning

Author(s): J. Chen, Y. Zheng, B. Lin, H. Cheng, Q. Zheng, J. Zhu

Pages: 6075 - 6087

18) CrossAR: Cross-Modal Contrastive Learning for WiFi-Vision Human Activity Recognition

Author(s): S. Huang, Z. Wei, J. A. McCann

Pages: 6088 - 6100

19) Glad: Generalizable Anomaly Detection via Semantic-Level Feature Contrast

Author(s): J. Zhuo, Z. You, J. Zhong, M. Gao, X. Le

Pages: 6101 - 6111

20) Learning What to Solve: Efficient Feature Acquisition With Classifier Dependencies

Author(s): N. D. Wickramasinghe, D. -S. Zois

Pages: 6112 - 6127

21) Temporal Risk Forecasting of Infrastructural Health Using Deep Learning With Attention Mechanism

Author(s): I. Y. Sheikh, S. Jagannathan

Pages: 6128 - 6141

22) WCoCo-WTM: Weighted Composite of Composites for Multisensor Multifeature Data Using Weighted Tsetlin Machine

Author(s): T. H. Shivakumar, B. Pardhasaradhi, S. Boppu, O. -C. Granmo, L. R. Cenkeramaddi

Pages: 6142 - 6156

23) A Fine-Grained Data Reconstruction Framework for Sparsely Sampled Industrial Time-Series

Author(s): Y. Zhang, H. Yin, H. Zhou, R. Mo, T. Zhang, S. X. Yang

Pages: 6157 - 6170

24) An Information-Aware Reconstruction Model for Multicategory 3-D Anomaly Detection

Author(s): H. Liang, C. Gao, Z. Niu, J. Zhang, J. Wang, L. Shen

Pages: 6171 - 6181

25) Empirical Study of Padding Methods and Resource Efficiency in Replay-Based Class-Incremental Continual Learning for Variable-Length Time Series

Author(s): V. Philippe, T. Bourlai, W. Wells, M. M. A. Taha

Pages: 6182 - 6196

26) HAIFIT: Structure-Consistent Fashion Image Translation With Multiscale Feature Modeling

Author(s): J. Jiang, M. Wu, X. Li, W. Yu, D. Wu

Pages: 6197 - 6207

27) DiMST: A Dual Mixing Multiscale Spatio-Temporal Neural Network for Enhancing Traffic Prediction

Author(s): Z. He, P. Guo, X. Liu, J. -D. Zhang, C. -Y. Chow, N. Li, X. Sun

Pages: 6208 - 6221

28) SIC-Autonomous Ensemble: Large Language Model Hallucination Mitigation Framework Using Self Iterative Contradiction and Optimal Ensembling

Author(s): T. Rahman, S. A. P. Kumar

Pages: 6222 - 6236

29) Analyzing the Effects of Domain-Adaptive Pretraining on Propaganda Technique Detection in a Low-Resource Language

Author(s): I. Rizgelienė, H. Seeck

Pages: 6237 - 6252

30) Efficiency at What Cost? Safety and Fairness in Parameter-Efficient Fine-Tuning of LLMs

Author(s): M. Taraghi, Y. Pequignot, A. Nikanjam, M. A. Merzouk, F. Khomh

Pages: 6253 - 6267

31) Distributed Optimal Aggregative Coordination in Open Multiagent Systems

Author(s): J. Huang, Q. Liu, B. Ning, Q. -L. Han

Pages: 6268 - 6283

32) CAMSR: Content-Aware State Space Model for Lightweight Image Super-Resolution

Author(s): X. Lei, B. Luo, W. Zhang, W. Cao

Pages: 6284 - 6296

33) RoCo: Role-Based LLMs Collaboration for Automatic Heuristic Design

Author(s): J. -W. Xu, F. -F. Wei, W. -N. Chen

Pages: 6297 - 6310

34) Type-Balanced Contextual Learning for Incremental Named Entity Recognition

Author(s): D. Zhang, Y. Yu, X. Chen, C. Li, D. Yu

Pages: 6311 - 6323

35) Paired Models’ Perplexity Optimization for Categorization of Unbalanced Data

Author(s): C. J. Scozzaro, M. Delsanto, D. P. Radicioni

Pages: 6324 - 6339

36) Accelerated Finite-Time Inverse-Free ZND Model for Solving Dynamic Sylvester Matrix Equation Problems With Application

Author(s): P. Guo, Y. Zhang, M. Yang, S. Li, P. Yu

Pages: 6340 - 6355

37) PSF-DLoRA: An Efficient and Effective Collaborative Fine-Tuning Framework for Domain-Specific LLMs

Author(s): H. Li, H. Jiang, B. Zhan, C. Fang, J. Wu, G. Yang, J. Zhang, Q. Yao, H. Wan

Pages: 6356 - 6371

38) Attention-Guided Variational Distillation for Robust Depth Estimation Under Challenging Conditions

Author(s): J. Kang, C. Zhu, F. Zhang, H. Shen, G. Wen

Pages: 6372 - 6384

39) Dynamic Fission and Fusion of Neural Network Weights for Class Incremental Learning With Adaptive Regularization Strength

Author(s): J. Lai, W. Zhou, Z. Zeng

Pages: 6385 - 6398

40) Sparse Learning and Regularization of Deep Latent Features for Industrial Soft Sensing

Author(s): Z. Ge

Pages: 6399 - 6405

Tuesday, 3 November 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 11, November 2026

1) SOA: Improving Simulation Fidelity in Electrical System Modeling via Bilevel Optimization With LLMs and Fuzzy Rules

Author(s): M. Han, B. Yang, Q. Liu, Y. Liu, S. Liu, M. Jia, X. Guan

Pages: 3461 - 3472

2) Inductive–Abductive Unseen-Node Reasoning on Fuzzy Event Graphs via LLM Calibration

Author(s): C. Wang, R. Ma, X. Liang, Z. Ma

Pages: 3473 - 3482

3) Hierarchical Collaborative Robust Control of Fuzzy Human–Machine Systems With Optimal Human Decision

Author(s): R. Yu, R. Dong, K. Tian, C. Li, Y. -H. Chen, Q. Zhang

Pages: 3483 - 3493

4) Epistemic Uncertainty-Oriented Data Augmentation via Evidential Granulation

Author(s): B. Liu, Q. Zhou, T. Zhan, N. N. Xiong, Y. Deng

Pages: 3494 - 3508

5) Characterizing Functions of Pseudo-$n$-Uninorms With Continuous Underlying Functions

Author(s): A. Mesiarová-Zemánková, J. Kalafut

Pages: 3509 - 3519

6) Finite-Time Stability Analysis and Control Design of Interval Type-2 Polynomial Fuzzy Positive Systems

Author(s): A. Meng, Z. Song, H. -K. Lam, N. Ran

Pages: 3520 - 3530

7) Comparative Analysis of Recent TS Fuzzy Model Transformation Theories for Modeling and Control-Design: A Comprehensive TORA Benchmark Study

Author(s): P. Baranyi, B. Takarics, M. Mesbahi, P. Korondi

Pages: 3531 - 3545

8) Novel Global Prescribed-Time Adaptive Fuzzy Tracking Control for p-Normal Nonlinear Systems via Monotonic Performance Tube Constraints

Author(s): J. Zhang, H. Zhang, J. Xia, J. H. Park, C. Guo

Pages: 3546 - 3556

9) Diffeomorphism-Based Prescribed Performance Adaptive Robust Control With Nash Game Optimization for Humanoid Robots

Author(s): S. Zhen, X. Liu, X. Liu, J. Wang, Y. -H. Chen, H. Sun

Pages: 3557 - 3571

10) Predicting Network Traffic: Leveraging Temporal Capacities in Fuzzy Integrals to Capture Temporal Interrelationships Among Data

Author(s): B. L. Dalmazo, D. G. Ayres, G. Lucca, B. Bedregal, H. Bustince, G. P. Dimuro

Pages: 3572 - 3582

11) Prescribed-Time Fuzzy Tracking Control for Constrained Euler–Lagrange Systems via Reinforcement Learning: Theory and Experiment

Author(s): Y. Su, B. Ma, D. Xiong, W. Han, Y. Huang, X. Zhao

Pages: 3583 - 3595

12) A Comprehensive Data-Driven Framework for the Identification and Control of a Class of Nonlinear Systems Using TS Fuzzy Models via SINDy and FRLS

Author(s): J. A. Meda-Campaña, J. C. García-Hernández, Y. López-Velázquez, E. S. Chirinos-Martínez, R. Tapia-Herrera

Pages: 3596 - 3610

13) An Intuitionistic Fuzzy Framework for Uncertainty-Aware Cross-Domain Recommendation

Author(s): P. M. T. Do, J. Lu, Q. Zhang, G. Zhang

Pages: 3611 - 3623

14) An Integrated Attention-Driven Fuzzy and Heterophilic Topology-Aware Graph Embedding Framework for Educational Knowledge Graph Completion

Author(s): P. Pham, A. N. Dinh, W. Pedrycz, B. Vo

Pages: 3624 - 3637

15) Predefined-Time Fuzzy Leader–Follower Consensus Control of High-Order Multiagent Systems Under DoS Attacks

Author(s): Z. Yang, G. Ling, Z. -H. Guan, M. -F. Ge

Pages: 3638 - 3650

16) Dual-Saturation Polynomial Fuzzy Control for Switched Positive Systems: A Deep Reinforcement Learning Membership Function Relaxation Method

Author(s): X. Li, Z. Shao, Z. Bao, K. Ma, V. Terzija

Pages: 3651 - 3664

17) An Adaptive Multiscale Knowledge Distillation Framework for Large Language Model-Empowered Industrial Variable Prediction

Author(s): X. Liu, K. Xu, Y. Wang, Z. Wang, J. Duan, Z. Ji

Pages: 3665 - 3679

18) Observer-Based Fuzzy Load Frequency Security Control for Nonlinear Multiarea Power Systems: A Reinforcement Learning Method

Author(s): X. Li, G. Zong, B. Niu, X. Zou, T. Wang, Y. Wu

Pages: 3680 - 3689

19) HeGFS: Heterophily Graph Fuzzy System for Heterophily Node Classification

Author(s): F. Hu, Z. Deng, S. Xu, J. Zhu, X. Xu, S. Yao, M. Xia, W. Zhang, A. Li

Pages: 3690 - 3704

20) A Fuzzy-Inspired Imputation-Aware Framework for Irregularly Sampled Time Series Forecasting

Author(s): W. Gu, R. Ma, Z. Ma

Pages: 3705 - 3714

21) Heterogeneous Trend Fuzzy Information Granule-Based FCM-Transformer for Long-Term Forecasting

Author(s): X. Huang, W. Ma, Z. Huang

Pages: 3715 - 3729

22) A Fuzzy Nesterov-Accelerated Nonnegative Latent Factorization of Tensors Model for Efficient Representation of Dynamic Directed Graph

Author(s): H. Wu, Q. Wang, A. Zeng, X. Luo

Pages: 3730 - 3744

23) BTBR: A Bayesian-Theory-Driven Probabilistic–Fuzzy Framework for Implicit Bias Removal in Large Language Models

Author(s): Y. Deng, X. Tan, L. Chen, Z. Fang, X. Qiu

Pages: 3745 - 3758

24) Iterative Learning Robust Fuzzy Security Predictive Control for Nonlinear Batch Processes With Deception Attacks

Author(s): H. Li, B. Song, H. Zhang, S. Wang, H. Shi, P. Li

Pages: 3759 - 3770

25) FUSurv: A Multimodal Survival Prediction Framework With Fuzzy Feature Enhancement and Fuzzy-Aware Fusion

Author(s): Z. Liu, L. Hou, Y. Gai, P. Liu

Pages: 3771 - 3784

26) Fuzzy Median-of-Means Estimation: Theory, Risk Bounds, and a VAE Case Study

Author(s): A. Majumdar

Pages: 3785 - 3795

27) Finite-Horizon T–S Fuzzy Optimal Control Problem With State Jumps: Optimality Conditions and Computation Design

Author(s): R. Li, Y. Tan, X. Su, R. -V. Sánchez

Pages: 3796 - 3806

Thursday, 15 October 2026

IEEE Transactions on Cognitive and Developmental Systems, Volume 18, Issue 5, October 2026

1) On Harnessing EEG Signals for the Comprehensive Assessment of Neurological Disorders: A Review

Author(s): Z. Unnisa, A. Tariq, I. Din, A. N. Belkacem

Pages: 1128 - 1150

2) Time Cell Inspired Temporal Codebook in Spiking Neural Networks for Enhanced Image Generation

Author(s): L. Feng, D. Zhao, S. Shen, Y. Dong, G. Shen, Y. Zeng

Pages: 1151 - 1161

3) Brain–Machine Cross-Modal Enhancement Method With Deep Supervision for Visual Classification

Author(s): D. Liu, W. Dai, H. Liu, H. Yi, X. Jin, W. Kong

Pages: 1162 - 1173

4) A User-Guided Framework for Visual Odometry Algorithm Selection and Composition

Author(s): Y. Jiao, Z. Shen, Y. Lu, X. Li, Z. Xu, Y. Wang, R. Xiong

Pages: 1174 - 1186

5) GTR: Global Token Retrieval for Window-Based Vision Transformer

Author(s): X. Huang, L. Chen, Q. Yu, L. Qi

Pages: 1187 - 1199

6) Development and Preliminary Validation of the MODD System: A Sensorized $3\times 3$ Platform for Cognitive-Motor Integration Assessment

Author(s): Y. Sun, X. Lin, D. Baizhan, G. Lugani, E. Sebastião, C. H. Hillman, S. P. Mullen

Pages: 1200 - 1211

7) Learning to Gaze: Bioinspired Attention Adaptation Strategy for Social Robots

Author(s): K. Ghamati, M. B. Dehkordi, H. R. Nohooji, H. Voos, F. Amirabdollahian, A. Zaraki

Pages: 1212 - 1226

8) CMFC-MOT: Contextual Multimodal Fusion With Centroid-Aware Query for 3-D Multiobject Tracking

Author(s): X. Ai, H. Li, X. Kong, Q. Lin, W. Chen, T. Ge

Pages: 1227 - 1240

9) Surrogate-Assisted Neural Architecture Search With Performance Clustering

Author(s): Y. Xue, W. Fang, P. Chen, M. Wahib, Y. Tan

Pages: 1241 - 1255

10) CLAIM: Mitigating Catastrophic Forgetting in Continual Instruction Fine-Tuning Large Language Models

Author(s): X. Qiu, S. Shi, T. Hao, X. Tan

Pages: 1256 - 1266

11) Multilevel Multimodal Visual Neural Decoding for Generalized Visual Object Recognition

Author(s): W. Hang, J. Wang, S. Liang, Q. Wang, G. Li, J. Qin, B. Chen

Pages: 1267 - 1278

12) Search Multilayer Perceptron-Based Fusion for Efficient and Accurate Siamese Tracking

Author(s): T. Shen, H. Lin, N. An

Pages: 1279 - 1291

13) HumanoidMamba: Generalized Mamba-Based Policy Learning With Next-Action Prediction for Humanoid Locomotion

Author(s): Y. Zhou, J. Qiu, W. Zhang, F. Ni

Pages: 1292 - 1304

14) SELFIE-Net: Self-Supervised Learning and Feature-Intensified Emotion Network for Facial Emotion Recognition

Author(s): S. Hassan, E. Hashmi, G. Mujtaba, M. M. Yamin, M. H. Mughal, M. Ullah

Pages: 1305 - 1314

15) Multimodal EEG-EMG Deep Learning Framework for Motor Imagery Classification While Using a Robotic Hand Exoskeleton

Author(s): S. Kumar, S. Maurya, A. Dutta

Pages: 1315 - 1324

16) Cross-Lingual Attention Distillation With Personality-Informed Generative Augmentation for Multilingual Personality Recognition

Author(s): J. J. Tan, B. -H. Kwan, D. W. -K. Ng, Y. -C. Hum, N. Kawarazaki, K. Takano, A. Mokraoui

Pages: 1325 - 1340

17) Systematic Benchmarking of Single-Channel EEG for Cognitive State Recognition

Author(s): X. Wen, S. Wang, M. Yang, X. Wu, D. Zhang

Pages: 1341 - 1354

18) Contextual Semantic Relevance Predicting Human Visual Attention

Author(s): K. Sun, R. Wang

Pages: 1355 - 1368

19) RBA-FE: A Robust Brain-Inspired Audio Feature Extractor for Depression Diagnosis

Author(s): Y. -X. Wu, Z. Huang, B. Hu, Z. -H. Guan

Pages: 1369 - 1383

20) FNIRNet: A Spatiotemporal Statistical Feature-Based Convolutional Neural Network for Low-Channel fNIRS Brain Function Classification

Author(s): L. Tang, S. Zhou, N. Zhou, L. Gong, W. Wang, Y. Yu, Y. Soh, W. Pedrycz

Pages: 1384 - 1398

Monday, 12 October 2026

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 10, October 2026

1) Quantum Convolutional Neural Networks: A Survey on Architectures, Applications, and Future Directions

Author(s): R. Rahman, D. C. Nguyen

Pages: 4915 - 4934

2) Topology-Preserving Deep Hashing for Ultrafast Drone-Dominated Object Detection

Author(s): L. Zhang, G. Wang, Z. Wang, L. Shao

Pages: 4935 - 4945

3) Event-Based Adaptive Consensus Control of Multiple Flexible Manipulator Systems With Input-Output Constraints

Author(s): W. Zhao, X. Yao

Pages: 4946 - 4955

4) End-to-End Image Compression With Segmentation Guided Dual Coding for Wind Turbines

Author(s): R. Pérez-Gonzalo, A. Espersen, S. Forchhammer, A. Agudo

Pages: 4956 - 4970

5) MID: A Self-Supervised Multimodal Iterative Denoising Framework

Author(s): C. Nie, T. Deng, Z. Liu, H. Wang

Pages: 4971 - 4985

6) Multiscale Convolutional Stochastic Configuration Network Soft Sensor Modeling Method

Author(s): A. Yan, C. Yang

Pages: 4986 - 4997

7) Harnessing Knowledge From Pretrained VLMs for Unsupervised Person Search

Author(s): Y. Tian, S. Zhang, D. Chen, J. Yang

Pages: 4998 - 5009

8) XAI-Exit: Interpretability-Driven Dynamic Early Exits for Efficient and Transparent DNN Inference

Author(s): H. Rahmath P, A. Abraham, K. Chaurasia

Pages: 5010 - 5021

9) Actor--Critic-Based Prescribed Performance Optimal Control for Flexible-Joint Robots With Input Delay

Author(s): H. Ma, L. Zhu, Q. Zhou, H. Li, Y. Lei

Pages: 5022 - 5032

10) Approximate Optimal Control for Morphing Aircraft via Attention Meta-Learning and Continual Learning

Author(s): H. -C. Che, H. -N. Wu

Pages: 5033 - 5047

11) An End-to-End Signal-Level Framework for Multifunction Radar Working Mode Recognition

Author(s): Y. Liu, G. Cui, M. Wang, X. Yu, L. Kong

Pages: 5048 - 5062

12) Spectral--Spatial--Temporal Kolmogorov--Arnold Network for Hyperspectral Change Detection

Author(s): P. Duan, W. Wang, X. Kang, S. Li

Pages: 5063 - 5074

13) Multiscale Graph Redefining: Correlation-Based Multiscale Graph Clustering Network for Human Motion Prediction

Author(s): J. Zhong, J. Shi, W. Cao

Pages: 5075 - 5089

14) A Dual-Network Framework With Adversarial GMM Augmentation and Frequency-Mamba Fusion for Hyperspectral Target Detection

Author(s): Z. Yang, M. Zhang, J. Wang, Y. Gao, W. Liao, W. Li

Pages: 5090 - 5104

15) Reinforcement Learning-Based Cooperative Control for Nonlinear Multiagent System With State and Control Input Constraints and Guaranteed Convergence Performance

Author(s): Z. Cui, G. Chen

Pages: 5105 - 5118

16) Graph Rotation Network: Equivariant Graph Neural Network for Efficient Inverse Design in 4-D Printing

Author(s): Y. Wang, M. Tang, S. Gao, Z. Chen, N. Liu, Y. Zhang, X. Yue, T. Yue, Y. Yu, C. Wang, S. Xie, W. J. Li

Pages: 5119 - 5133

17) MoFTSS: Motion Generation With Frequency and Text State Space Models

Author(s): C. Li, X. Shu, Q. Cui, H. Xia, Y. Yao, J. Tang

Pages: 5134 - 5148

18) EMM-Det: Energy-Efficient Multidrone Tiny Object Detection by Memory-Enhanced Spiking Neural Networks

Author(s): Z. Cai, H. Luo, T. Liu, Y. Xia, L. Zhang, P. Li, L. Wang

Pages: 5149 - 5163

19) TS-Binaural: Visually Guided Binaural Audio Generation by Temporal--Spatial Dynamic Analysis

Author(s): S. Liu, H. Cheng, Z. Lian, L. Ye, Q. Zhang

Pages: 5164 - 5178

20) Attribute--Topology Cross-Frequency Aligned Graph Neural Networks for Homophilic and Heterophilic Graphs in Node Classification

Author(s): Y. Yang, Y. Sun, J. Guo, J. Wang, S. Wang, J. Gao, F. Ju, B. Yin

Pages: 5179 - 5192

21) A Deep Neural Network Optimization Framework Based on Optimal Transport Bridge Feature Selection and Sparse Representation

Author(s): G. Lan, S. Xiao, J. Wen, J. Yang, W. Lu, B. Li, Q. Meng, X. Gao

Pages: 5193 - 5206

22) Improving the Offline Dataset on Offline Reinforcement Learning

Author(s): H. Zhang, G. Chen

Pages: 5207 - 5219

23) CLIP Graph Adaptor: A Dual-Graph Adapted Visual--Language Model for Weakly Supervised Semantic Segmentation

Author(s): J. Zhang, B. Peng, X. Wu, C. He

Pages: 5220 - 5233

24) Explainable Multihop Social Link Prediction Based on Temporal Logical Rules in Dynamic Social Networks

Author(s): W. Jia, R. Ma, L. Yan, W. Niu, Z. Ma

Pages: 5234 - 5247

25) Large-Scale Crowd Counting by Hierarchical Context Guided Aggregation Network

Author(s): X. Gao, J. Xie, L. Lyu

Pages: 5248 - 5258

26) MHGNN: Multiplex Hypergraph Neural Networks for Predicting Herb--Symptom Interactions

Author(s): X. Liang, T. Lin, B. Xie, Y. Tang, W. Wang

Pages: 5259 - 5270

27) GBFRS: Robust Fuzzy Rough Sets via Granular Ball Computing

Author(s): X. Lian, S. Xia, B. Sang, G. Wang, X. Gao

Pages: 5271 - 5285

28) Multimodal Sentiment Analysis Based on Dynamic Language Enhancement and Synergistic Cross-Modal Transformer

Author(s): L. Cai, D. Liu, L. Liu, R. Mou

Pages: 5286 - 5299

29) FLASH: Energy-Efficient FPGA Acceleration via Linear Approximation and Streamlined Two-Stage Pipeline Architectures for Quantized CNN--Transformer Hybrid Networks

Author(s): N. J. Kim, B. J. Kang, H. I. Lee, S. Yoon, Y. Kim, S. Han, S. -B. Ko, H. Kim

Pages: 5300 - 5313

30) Neural Architecture Search With Spatial--Spectral Attention for Higher-Order Nonlinear Hyperspectral Unmixing

Author(s): C. Cao, J. Hu, Y. Wang, B. Xu, F. Xiao, X. Gao

Pages: 5314 - 5328

31) Systematic Abductive Reasoning via Diverse Relation Representations in Vector-Symbolic Architecture

Author(s): Z. -H. Sun, R. -Y. Zhang, Z. Zhen, D. -H. Wang, Y. -J. Li, X. Wan, H. You

Pages: 5329 - 5343

32) Dual-Path Conditional Diffusion Model With Attribute Consistency for Zero-Shot Fault Diagnosis

Author(s): W. Liao, L. Wu, S. Xu, S. Fujimura

Pages: 5344 - 5358

33) Causal Counterfactual Inference Network for Video Object State Changes in Open-World Scenarios

Author(s): Z. Wang, S. Huang, M. Li, Y. Jiao

Pages: 5359 - 5368

34) Implicit Demonstration Augmentation for Robust and Stable In-Context Learning

Author(s): X. Zhou, Z. Lee, R. Xie, L. Zou, W. Ye, S. Zhang

Pages: 5369 - 5383

35) Deep Reinforcement Learning-Based Optimization of Identical-Dual-Band Filters

Author(s): E. Adibnia

Pages: 5384 - 5392

36) GLRT-Based Deep Metric Learning for Robust Remote Sensing Object Retrieval

Author(s): L. Zhang, X. Wang, Z. Jiang, Y. Liu, Y. -Q. Mao, X. Sun, G. Li, Y. He

Pages: 5393 - 5406

37) Generative Learning Imaging Framework for Millimeter Wave Synthetic Aperture Radar

Author(s): M. Wang, Y. Hu, H. Zhang, X. Cai, J. Chen, S. Wei, J. Shi, G. Cui, L. Kong, Y. Guo

Pages: 5407 - 5421

38) FedSKD: Aggregation-Free Model-Heterogeneous Federated Learning via Multidimensional Similarity Knowledge Distillation for Medical Image Classification

Author(s): Z. Weng, W. Cai, B. Zhou

Pages: 5422 - 5436

39) A Fully Data-Driven Value Iteration for Stochastic LQR: Convergence, Robustness, and Stability

Author(s): L. Cui, Z. -P. Jiang, P. N. Kolm, G. G. Macqueron

Pages: 5437 - 5446

40) Coarse-to-Fine Fusion: Customized Multiview Contrast Reinforcement Learning for Graph Clustering

Author(s): W. Zhang, X. Zhu, W. Wang, J. Ren, R. Shang, L. Jiao

Pages: 5447 - 5461

41) Human--Machine Co-Adaptation for Robot-Assisted Rehabilitation via Dual-Agent Multiple Model Reinforcement Learning (DAMMRL)

Author(s): Y. An, Y. Li, H. Wang, R. Duffield, S. W. Su

Pages: 5462 - 5476

42) Spatial Meta-Learning-Based Representation for Unseen Geographic Entities

Author(s): S. Li, Z. Xu, R. Chen, J. Zhu, Y. Ye, S. Zhou, H. Yao

Pages: 5477 - 5489

43) Forgettable Federated Linear Learning With Certified Data Unlearning

Author(s): R. Jin, M. Chen, Q. Zhang, X. Li

Pages: 5490 - 5499

44) Disentangled Generative Graph Representation Learning

Author(s): X. Hu, Z. Duan, X. Liu, Y. Li, B. Chen, C. Wang, Y. He, H. Liu, X. Cao, M. Zhou

Pages: 5500 - 5514

45) S2FS: Spatially-Aware Separability-Driven Feature Selection in Fuzzy Decision Systems

Author(s): S. Xu, C. Dai, Y. Liu, L. Shang, X. Yang, W. Pedrycz

Pages: 5515 - 5529

46) Computing Node Failure Prediction Based on Continuous-Time Dynamic Graph

Author(s): B. Huang, T. Bao, F. Chen, L. Wang, X. Huang, Y. Yin, X. Shi, S. Wang, S. Deng

Pages: 5530 - 5544

47) ToFe: Lagged Token Freezing and Reusing for Efficient Vision Transformer Inference

Author(s): H. Zhang, J. Zhang, C. Hu, S. Guo

Pages: 5545 - 5558

48) A Joint Learning Framework for Document-Level Event Extraction

Author(s): B. Jiang, S. Zhu, J. Wu, Y. Liu

Pages: 5559 - 5568

49) Point Cloud Video Modeling With Progressive Prior Knowledge Guidance and Adaptive Neighboring Aggregation

Author(s): J. Yan, H. Ge, M. Cui, C. Wu, M. Zhao

Pages: 5569 - 5583

50) Input-to-State Safety for Reinforcement Learning

Author(s): M. S. Jha, S. Marthi, K. G. Vamvoudakis, S. Kanso, D. Theilliol

Pages: 5584 - 5598

51) Infrared and Visible Image Fusion With Language-Driven Loss and Knowledge Distillation

Author(s): Y. Wang, L. Miao, Z. Zhou, L. Zhang, Y. Qiao

Pages: 5599 - 5613

52) Dual-Domain Multipath Self-Supervised Diffusion Model for Accelerated MRI Reconstruction

Author(s): Y. Zhang, J. Hao, B. Zhou

Pages: 5614 - 5626

53) Scalable and Efficient Deep Reinforcement Learning-Based Model Checker for Computation Tree Logic

Author(s): G. Alwhishi, J. Bentahar, A. Andam, A. Elwhishi, M. Hedabou

Pages: 5627 - 5641

54) Monte Carlo Marginalization: A Differentiable Method to Learn High-Dimensional Distributions

Author(s): C. Zhao, G. Dong, A. Basu

Pages: 5642 - 5656

55) Motif-Based Hypergraph Representation Learning: Transductive and Inductive Inference for Gene Regulatory Networks

Author(s): S. Wu, M. Tang, T. Zi, L. Liu, S. Qiao, G. Ding, W. Gao

Pages: 5657 - 5671

56) Distributed Inertial k-Winners-Take-All Neural Network Based on Quadratic Optimization Problems

Author(s): X. Bo, S. Zhu, Z. Zhang, W. Luo, S. Wen, C. Mu

Pages: 5672 - 5684

57) Adaptive Prototype-Guided Personalized Propagation for Heterophilic Graphs With Missing Data

Author(s): M. Li, W. Xing, Z. Zang, B. Li, C. Zhang, Y. Zhang, J. Chen, R. Zhang, Y. Li, C. Hu, X. Ma, Z. Zheng

Pages: 5685 - 5699

58) SALMON: Self-Adaptive Learning Model on Neuromorphic Hardware

Author(s): Y. W. Cho, S. Lee, S. Kim

Pages: 5700 - 5711

59) Fourier-Net+: Band-Limited Spatial Representation for Efficient Medical Image Registration

Author(s): X. Jia, A. Thorley, A. Gomez, W. Lu, D. Kotecha, A. F. Frangi, J. Duan

Pages: 5712 - 5726

60) Modality-Mix Learning: Promoting Multimodal Learning Through Multilabel Objective

Author(s): N. Lu, Z. Tan, Z. Han, S. Zhu

Pages: 5727 - 5741

61) Node Classification in GNNs: Impact of Neighborhood Label Distribution on Homophily and Heterophily

Author(s): Z. Zhao, L. Wan, X. Liu, R. Yan, S. Wang

Pages: 5742 - 5756

62) Human-Like Multimodal Fake News Detection via Reflective Summarization and Large--Small Model Collaboration

Author(s): B. Wang, Y. Gao, T. Liu, J. Gao, G. Wu, Y. Hu, B. Yin

Pages: 5757 - 5771

63) STFO-Diff: A State Feedback Optimization-Based Diffusion Framework for Multimodal Medical Image Fusion

Author(s): Y. Cheng, H. Zhang, Y. Dong, M. Han, X. Quan

Pages: 5772 - 5786

64) A Contrastive Free Energy-Enhanced Transformer Framework for Efficient Reinforcement Learning

Author(s): Y. Pan, J. Lei, D. Ran, P. Yi

Pages: 5787 - 5801

65) Beyond Euclidean Tokens: Hyperbolic Structure-Aware Mapping for Dual-Task Scene Parsing With Only Minimal Trainable Parameters

Author(s): J. Liu, D. Yang, T. Feng

Pages: 5802 - 5816

Friday, 9 October 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 10, October 2026

1) FuzzyGS: Fuzzy-Based Geometric Uncertainty Gaussian Splatting for Fast Talking Head Synthesis

Author(s): X. Lv, M. Shao, C. Liu, L. Meng, Y. Qiao, Y. Wan, X. Chen

Pages: 3115 - 3126

2) Differentiable Softmin-Driven Self-Organizing Fuzzy ARTMAP via Unified End-to-End Learning

Author(s): P. Zhou, Z. Wang, E. -H. Kim, Z. Fu, Q. Wu, W. Pedrycz

Pages: 3127 - 3142

3) Granular-Ball Fuzzy Neighborhood Entropy-Based Outlier Detector

Author(s): Y. Li, X. Su, W. Jiang, G. Luosang, H. Chen, Z. Yuan

Pages: 3143 - 3155

4) Additive Kernel-Based Nonlinear Regression for Fuzzy Panel Data

Author(s): G. Hesamian, A. Johannssen

Pages: 3156 - 3169

5) Dynamic Event-Triggered Adaptive Fuzzy Control for Robotic Manipulators With Prescribed Performance

Author(s): X. Zeng, R. Gao, K. Li, C. Hua, P. Liu

Pages: 3170 - 3181

6) Game-Based Fully Distributed Optimal Fuzzy Encircling Control for Multiagent Systems

Author(s): Y. Li, M. Wang, K. Li

Pages: 3182 - 3195

7) Missing Multilabel Learning With TSK Fuzzy System and Adaptive Graph

Author(s): G. Du, A. Wang, H. Wu, P. Lu, J. Long, H. Wu, J. Zhang

Pages: 3196 - 3210

8) Online Stable Streaming Feature Selection via Multiscale Bidirectional Redundancy and Multicenter Dynamic Feature Clustering

Author(s): C. Zhang, W. Yang, J. Dai

Pages: 3211 - 3223

9) Solving Imbalanced Problems With Multilayer Ensemble Balanced Fuzzy Inference Broad Network

Author(s): W. Chen, Z. Yu, K. Yang, J. Jiang, F. Zhang, C. L. P. Chen

Pages: 3224 - 3236

10) IFM-Net: An Intuitionistic Fuzzy-Guided Multiscale Fusion Method for Retinal Hemorrhage Segmentation

Author(s): X. Xu, Z. Xia, S. Li, C. Zhang, D. Zhang

Pages: 3237 - 3250

11) A Fuzzy Rough Set Framework for Interval-Valued Multilabel Feature Selection With Label Enhancement

Author(s): Y. Qin, G. Lin, J. Liang, J. Lin, Y. Lin

Pages: 3251 - 3263

12) Knowledge Embedded Stochastic Configuration Networks for Industrial Data Analytics

Author(s): P. Tian, D. Wang

Pages: 3264 - 3275

13) A Digital Twin-Guided Deep Evidential Framework for Real-Time UAV Risk Assessment With Fuzzy Risk Semantics

Author(s): J. Tu, X. Nian, X. Dai

Pages: 3276 - 3290

14) A Large-Scale Integer Programming Algorithm for Fuzzy-Driven Credible Subset Selection

Author(s): F. Tian, H. Liu, W. Yu

Pages: 3291 - 3303

15) Dual Fuzzy Learning With Global–Local Structure Fusion for Scalable Multiview Subspace Clustering

Author(s): T. Li, W. Fan

Pages: 3304 - 3318

16) Fault Diagnosis of Converter Transformers Based on Asymmetric Fuzzy Granulation and Physics-Embedded Cascaded Stochastic Configuration Networks

Author(s): W. Li, R. Sun, D. Wang

Pages: 3319 - 3333

17) FNP-Miner: Fuzzy Three-Way Nonoverlapping Sequential Pattern Mining

Author(s): Y. Wu, Y. Qiao, J. Liu, Y. Li, C. Liu, J. Wei, W. Wang

Pages: 3334 - 3348

18) Fuzzy Intermediate Variable Observer for Spacecraft Fault-Tolerant Attitude Control Against Complex Actuator Faults

Author(s): S. Du, Y. Liu, H. Han, J. Qiao

Pages: 3349 - 3361

19) Quantile-Based Skewness for Fuzzy Numbers With Probabilistic Foundations: An Application in Portfolio Optimization

Author(s): J. Schneider, K. Bilińska, T. Szandała, P. Schneider

Pages: 3362 - 3373

20) Transfer Learning With Fuzzy Elevation-Aware Experts for Bathymetric DEM Super-Resolution

Author(s): C. Yang, M. Yang, C. Wu, M. Sun, X. Huang, M. Zhang, B. Zhang, C. Huang, H. Zhang

Pages: 3374 - 3388

21) MGE-DNTSK: A Multi-Granularity Ellipsoidal Dual-Neural TSK Fuzzy Classification System

Author(s): Z. -S. Zang, M. -W. Li, W. Lu, L. -Y. Zhang, W. Pedrycz

Pages: 3389 - 3403

22) Dual Fuzzy Modeling for Semisupervised Multilabel Feature Selection

Author(s): Q. Ye, H. Huang, J. Zhang, H. Wu, R. Li, G. Zhou, J. Long

Pages: 3404 - 3418

23) Decentralized Fuzzy Adaptive Control for Continuous Rolling Mill Trains: A Mixed-Order Fully Actuated System Approach

Author(s): P. Wang, M. Fei, D. Du, C. Qian, Y. Chen

Pages: 3419 - 3431

24) Fuzzy Unified Iteration With Bilevel Optimization for Unknown Multiagent Systems

Author(s): Y. Li, Y. Han, Z. Fu, Z. Zeng

Pages: 3432 - 3446

25) Detection and Defense-Based Fixed-Time Output Synchronization of Fuzzy Stochastic Multilayered Networks Under Deception Attacks

Author(s): Y. Gao, C. Hu, J. Yu, S. Wen, Q. Zhu

Pages: 3447 - 3460

Tuesday, 6 October 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 10, October 2026

1) Explainable AI for Mental Disorder Detection on Social Media: A Survey and Outlook

Author(s): Y. Ibrahimov, T. Anwar, T. Yuan

Pages: 5299 - 5319

2) How to Ask the AI: A User Perspective Survey for Large Language Model Prompting

Author(s): Y. Zhang, Y. Zhang, M. Zhao, S. Feng, Y. -m. Cheung

Pages: 5320 - 5337

3) Unifying Data, Memory, and Compute Efficiency in LLM Training: A Survey

Author(s): V. Schmidt, H. H. Nguyen, C. Jung, S. Salehi, A. Schmeink

Pages: 5338 - 5358

4) Memristive Hopfield Bi-Neurons Under External Stimuli and Data Privacy Application

Author(s): B. F. B. A. Boya, L. Klimentyevna Babenko, J. Kengne, J. M. Ngono, J. d. D. Nkapkop, A. Nanfak, J. Y. Effa

Pages: 5359 - 5369

5) LGAT: Toward Local-Global Adaptive Temporal Graph Representation Learning

Author(s): H. Chen, P. Jiao, X. Guo, M. Gao, Z. Zhao

Pages: 5370 - 5382

6) Artifact-Robust Graph-Based Learning in Digital Pathology

Author(s): S. H. Gheshlaghi, M. Aryal, N. Yahyasoltani, M. Ganji

Pages: 5383 - 5392

7) Fully Distributed Event-Triggered Secure Consensus of Multiagent Systems Under Hybrid Cyber-Attacks

Author(s): X. Liu, X. Kong, S. Yang, W. Yu

Pages: 5393 - 5403

8) MetaFusion: Instance-Aware Meta-Prompting and Token Refinement for VLMs Generalization

Author(s): M. Liu, F. Wu, Z. Lu, Z. Wang, Y. Yu, J. Han, Z. Zhang

Pages: 5404 - 5416

9) A CVaR-Constrained Safe Reinforcement Learning Framework With Action Repair for Practical Portfolio Optimization

Author(s): H. Choudhary, A. Orra, M. Thakur, X. -Z. Gao, P. K. Sahu

Pages: 5417 - 5428

10) LearningFlow: Automated Policy Learning Workflow for Urban Driving With Large Language Models

Author(s): Z. Peng, Y. Wang, X. Han, L. Zheng, J. Ma

Pages: 5429 - 5444

11) Deep Learning-Guided Design of Optimal Sensor Networks for Accurate Pollutant Source Detection

Author(s): S. M. Alaoui, K. Djemal, A. A. Feiz, E. Sedgh Gooya

Pages: 5445 - 5456

12) EMOdiffhead: Continuously Emotional Control in Talking Head Generation via Diffusion

Author(s): J. Zhang, W. Mai, Z. Zhang

Pages: 5457 - 5471

13) Relational Feature Modeling: Enhancing Predictive Learning Through Network-Based Features Augmentation

Author(s): A. K. Singhal, A. Singh

Pages: 5472 - 5481

14) GaitSS: Gait Slices as a Set for Gait Recognition in Interfered Sequences

Author(s): H. Li, W. W. Y. Ng, Y. Qiu, Y. Gao, J. Zhang, S. Kwong

Pages: 5482 - 5495

15) Fair Recourse for All: Ensuring Individual and Group Fairness in Counterfactual Explanations

Author(s): F. Ezzeddine, O. Ammar, S. Giordano, O. Ayoub

Pages: 5496 - 5511

16) AffNet: Designing Multi-Headed Affinity and Adaptive Thresholding for Unsupervised Homophily Estimation

Author(s): I. Ojha, K. Bose, S. Das

Pages: 5512 - 5523

17) CTRL: Cross-Modal Transformer With Reinforcement Learning for Climate Causal Discovery

Author(s): J. Liu, T. Wang, Y. Lu, J. Ji

Pages: 5524 - 5536

18) RGPO: Ranking-Guided Preference Optimization for Reliable Clinical Reasoning

Author(s): C. -H. Hsu, J. -E. Ding, H. -L. Hsu, C. -H. Hsu, S. Yang, L. -H. Yao, C. -C. Liao, F. Liu, F. -M. Hung

Pages: 5537 - 5550

19) SMPL-GPTexture: Scalable, Training-Free SMPL Texture Synthesis With World Knowledge Transfer From GPT via Geometry-Aware Projection

Author(s): M. Tu, S. Ye, H. Jung, A. Kyme, J. Kim

Pages: 5551 - 5562

20) Adversary-Robust Graph-Based Learning of WSIs

Author(s): S. Heidari Gheshlaghi, M. Aryal, N. Yahyasoltani, M. Ganji

Pages: 5563 - 5572

21) Ensemble of Transfer Techniques via Adaptive Resource Allocation for Multiobjective Multitask Optimization

Author(s): T. Zhang, K. Huang, X. Wu, Y. Li, J. Liu, S. Li, W. Gong

Pages: 5573 - 5586

22) PersoBench: Benchmarking Personalized Response Generation in Large Language Models

Author(s): S. Afzoon, Z. Jamali, U. Naseem, A. Beheshti

Pages: 5587 - 5596

23) Autonomous Pipeline Inspection Using Lightweight Vision-Based UAV Tracking

Author(s): N. Pandya, S. P. S.K., A. Gupta, A. K. Sivarathri, J. Rachapudi, P. Singh, P. Hambarde, A. Shukla

Pages: 5597 - 5612

24) A Collaborative Neural Network With Adaptive Gradient Dynamics for Nonconvex Optimization

Author(s): J. Wang, H. Huang, K. Deng, Z. Zeng

Pages: 5613 - 5626

25) Linearized Tensor Low-Rank Convolutional Network

Author(s): Q. Shen, Z. Liu, H. Wang, Y. Liang, Y. Chen, S. Wang

Pages: 5627 - 5640

26) Multiitem Regularization of Deep Latent Variable Model for Semisupervised Data Regression

Author(s): J. Zheng, Z. Ge, L. Yao

Pages: 5641 - 5650

27) Robustness of Prompting: Enhancing Robustness of Large Language Models Against Prompt Attacks

Author(s): L. Mu, G. Chu, L. Ni, L. Sang, Y. Zhang

Pages: 5664 - 5677

28) A Unified Framework for Reliable Survival Analysis

Author(s): A. B. Massoua, M. Bouguessa, A. B. Diallo

Pages: 5678 - 5692

29) SF-DynFinGC: Scale-Free Dynamic Graph Construction for Event-Driven Spatiotemporal Learning in Financial Anomaly Detection

Author(s): Y. Chen, H. Zhu, H. Xu, C. Yi, Z. Chen, D. Landa-Silva

Pages: 5693 - 5706

30) Structural Node Representation on Irregular Roles

Author(s): W. Zhang, W. Wang, X. Guo, T. Li, P. Jiao, L. Pan, J. Wu, X. Chen

Pages: 5707 - 5721

31) Exploring Latent Associations Between Exercises and Concepts With Large Language Models for Cognitive Diagnosis

Author(s): S. Song, H. Ma, C. Wang, X. Yu, X. Zhang

Pages: 5722 - 5735

32) Fast Clustering via Anchor Label Alignment and Transition Probabilities

Author(s): J. Chen, J. Cheng, S. Xie, J. Zhao, F. Nie

Pages: 5736 - 5752

33) Predator–Prey Model: Driven Hunt for Accelerated Grokking

Author(s): I. A. Lopatin, S. V. Kozyrev, A. N. Pechen

Pages: 5753 - 5763

34) Tumor Image Segmentation Using Multimodal Generation and Vision Transformer Integration

Author(s): Y. Fan, X. Zhou, Z. Tao, H. Chen

Pages: 5764 - 5775

35) FMamba: Bi-Mamba Based on Fast Gated-Attention for Multivariate Time-Series Forecasting

Author(s): S. Ma, Y. -B. Zhao, Y. Kang

Pages: 5776 - 5789

36) EEG-Based Speech Imagery Classification via Neural Architecture Search

Author(s): T. Lotey, A. Verma, R. Saini, P. P. Roy

Pages: 5790 - 5802

37) A Diffusion-Based Sequential Recommender via Partial Noise Injection and Cross-Expert Comparison

Author(s): C. Peng, L. Zheng, S. Chen

Pages: 5803 - 5812

38) CECO-LAD: Cloud-Edge Collaboration for Unsupervised Log Anomaly Detection

Author(s): Q. Shi, Z. Yang, S. Shao

Pages: 5813 - 5829

39) Memory-Augmented Architecture for Long-Term Context Handling in Large Language Models

Author(s): H. U. K. Shinwari, M. Usama

Pages: 5830 - 5837

40) Trident: Detecting Face Forgeries With Domain-Adversarial Triplet Learning

Author(s): M. H. Kara, A. Dundar, U. Güdükbay

Pages: 5838 - 5851

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