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

IEEE Transactions on Fuzzy Systems, Volume 33, Issue 10, November 2025

1) A Review on Interval Type-2 Fuzzy-Model-Based Control Systems: Membership-Function-Dependent Perspectives

Author(s): Hak-Keung Lam, Bo Xiao, Ming Chen

Pages: 3856 - 3870

2) Advancing Multiscale Information Systems: A Synthesis of Theoretical Insights, Practical Applications, and Emerging Challenges

Author(s): Xueling Ma, Yibin Xiao, Jianming Zhan

Pages: 3871 - 3892

3) Resilient Cyber-Physical Co-Design for Fuzzy Renewable-Integrated Power System Under Frequency-Driven Cyberattacks

Author(s): Jia Ding, Jun Wang, Kaibo Shi, Xiao Cai, Oh-Min Kwon, Shiping Wen

Pages: 3893 - 3903

4) Adaptive Multigranularity Fuzzy Transfer Learning Algorithm

Author(s): Hongxu Liu, Honggui Han, Xuan Hu

Pages: 3904 - 3915

5) The Hesitant Fuzzy LSTM-Transformer Model and Its Application in Power and Energy Balance of Smart Grids

Author(s): Wei Zhou, Danxue Luo, Yiming Ma

Pages: 3916 - 3929

6) Multiview Fuzzy Clustering for Multilayer and Multiattribute Graphs

Author(s): Xianghui Hu, Jie Chen, Guorui Chen, Yiming Tang, Witold Pedrycz, Yichuan Jiang

Pages: 3930 - 3945

7) Exploring Fuzzy Priors From Multimapping GAN for Robust Image Dehazing

Author(s): Shengdong Zhang, Xiaoqin Zhang, Wenqi Ren, Li Zhao, En Fan, Feng Huang

Pages: 3946 - 3958

8) Classic Fuzzy Cognitive Maps Are Not Universal Approximators

Author(s): Leonardo Concepción, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof

Pages: 3959 - 3966

9) Fully Interpretable Gaussian Centralized TSK Fuzzy Classifier From Probabilistic Perspective: Concepts, Output-Stability-Based Learning, and Ensemble

Author(s): Yuchen Li, Fu-Lai Chung, Yusuke Nojima, Shitong Wang

Pages: 3967 - 3980

10) Fuzzy Spatiotemporal Knowledge Graph Queries via Global and Local Uncertain Dynamic Subgraph Reasoning Using Embedding

Author(s): Hao Ji, Li Yan, Zongmin Ma

Pages: 3981 - 3991

11) Memory-Event-Based Distributed T-S Fuzzy Security Control for a Class of Cyber-Physical Systems Under Replay Attack

Author(s): Yi Shui, Lu Dong, Ya Zhang, Changyin Sun

Pages: 3992 - 4002

12) Two-Stage Heterogeneous Noncooperative Behavior for Consensus in Large-Scale Group Decision Under Fuzzy Distributed Preference Relation

Author(s): Xinyu Fan, Mi Zhou, Bayi Cheng, Jian Wu, Hamido Fujita

Pages: 4003 - 4016

13) H−/L∞ Time-Delay Unknown Input Actuator Fault Detection Observer for Discrete-Time Takagi–Sugeno Fuzzy Singular Systems and Zonotopic Residual Analysis

Author(s): Jiafeihong Chen, Zhiguang Feng, Hak-Keung Lam, Ligang Wu

Pages: 4017 - 4029

14) Fuzzy Bicausal Random Forest

Author(s): Tao Zhang, Yichen Xie, Jingge Wang, Tao Li, Zaifa Xue, Zesheng Huo, Le Gao

Pages: 4030 - 4043

15) Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection

Author(s): Qiong Liu, Mingjie Cai, Qingguo Li

Pages: 4044 - 4054

16) An Efficient Survival Prediction Framework Based on Multimodal Multi-Instance Fuzzy Optimal Transport

Author(s): Hui Luo, Jiashuang Huang, Tianyi Zhou, Erlv Wu, Weiping Ding

Pages: 4055 - 4068

17) Robust Control Under Servo Constraint Following via Nash Equilibrium Theory for Bimanual Humanoid Manipulation

Author(s): Xiaoli Liu, Chenhao Wu, Shengchao Zhen, Hao Sun, Changyin Sun, Ye-Hwa Chen

Pages: 4069 - 4082

18) Group Emotion Recognition Using Fuzzy Emotional Hierarchical Shared Space

Author(s): Chenhao Li, Wenti Huang, Xi Yu, Zhan Yang, Jun Long

Pages: 4083 - 4096

19) FCIGPG: An Approach to Fuzzy Classification Based on Information Granule Purity and Granularity

Author(s): Bin Yu, Xu He, Tian Yang

Pages: 4097 - 4110

20) Constructing Concise Instance-Based Takagi–Sugeno–Kang Fuzzy Systems via Multiobjective Particle Swarm Optimization

Author(s): Qin Chang, Yu Chen, Jiahao Liang, Chanjuan Liu, Jian Wang

Pages: 4111 - 4123

21) ORB-SLAM3-Enhanced 3-D Reconstruction via Underwater Teleoperator With Global Prescribed Performance

Author(s): Hongshuang Xu, Xian Yang, Junfeng Zhu, Jing Yan, Changchun Hua

Pages: 4124 - 4136

22) Association Rules and Refined Information Granulation-Based Time-Series Long-Term Forecasting

Author(s): Hongyue Guo, Yating Yu, Yunzhen Liu, Lidong Wang, Peng Jia, Witold Pedrycz

Pages: 4137 - 4151

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 11, November 2025

1) Robust Real-Time Audio–Visual Speech Enhancement Based on DNN and GAN

Author(s): Mandar Gogate, Kia Dashtipour, Amir Hussain

Pages: 2860 - 2869

2) Optimizing Neural Network Training: A Markov Chain Approach for Resource Conservation

Author(s): Ke Wang, Xianting Huang, Cong Tan, Siu-Ming Yiu, Zicong Chen, Xiaolin Lei

Pages: 2870 - 2883

3) LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language Models

Author(s): Zihan Zhao, Yiyang Jiang, Heyang Liu, Yu Wang, Yanfeng Wang

Pages: 2884 - 2895

4) From Routine to Reflection: Pruning Neural Networks in Communication-Efficient Federated Learning

Author(s): Jiaming Pei, Wei Li, Shahid Mumtaz

Pages: 2896 - 2905

5) Response Generation Honeypot With Antidetection Capabilities for IoT Botnet Lifecycle Detection

Author(s): Hao Tang, Hui He, Yuming Feng, Junxiong Meng, Weizhe Zhang

Pages: 2906 - 2921

6) Exploiting Gaussian Noise Variance for Dynamic Differential Poisoning in Federated Learning

Author(s): Md Tamjid Hossain, Shahriar Badsha, Hung La, Shafkat Islam, Ibrahim Khalil

Pages: 2922 - 2939

7) C2RS: Multimodal Knowledge Graph Completion With Cross-Modal Consistency and Relation Semantics

Author(s): Yulou Shu, Wengen Li, Jiaqi Wang, Yichao Zhang, Jihong Guan, Shuigeng Zhou

Pages: 2940 - 2952

8) Parallel Inductive Shift Learning Based Recommendation System

Author(s): Nilufar Zaman, Angshuman Jana

Pages: 2953 - 2965

9) Adaptive Head Pruning for Attention Mechanism in the Maritime Domain

Author(s): Walid Messaoud, Rim Trabelsi, Adnane Cabani, Fatma Abdelkefi

Pages: 2966 - 2976

10) Deep Residual Learning of a Probabilistic’ Partial Least Squares Model for Predictive Data Analytics

Author(s): Zhiqiang Ge, Duxin Chen, Wenwu Yu

Pages: 2977 - 2989

11) Incremental Semisupervised Learning With Adaptive Locality Preservation for High-Dimensional Data

Author(s): Guojie Li, Zhiwen Yu, Kaixiang Yang, Ziwei Fan, C. L. Philip Chen

Pages: 2990 - 3004

12) EEG Emotion Recognition Based on an Implicit Emotion Regulatory Mechanism

Author(s): Dongdong Li, Zhishuo Jin, Yujun Shen, Zhe Wang, Suo Jiang

Pages: 3005 - 3017

13) Ownership Infringement Detection for Generative Adversarial Networks Against Model Stealing

Author(s): Hailong Hu, Jun Pang

Pages: 3018 - 3029

14) Integrating Large Language Model for Improved Causal Discovery

Author(s): Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Qinrui Zhu, Qiang Tu, Huanhuan Chen

Pages: 3030 - 3042

15) A Novel Privacy-Enhancing Framework for Low-Dose CT Denoising

Author(s): Ziyuan Yang, Huijie Huangfu, Maosong Ran, Zhiwen Wang, Hui Yu, Mengyu Sun, Yi Zhang

Pages: 3043 - 3055

16) Empirical Evaluation of Public HateSpeech Datasets

Author(s): Sardar Jaf, Basel Barakat

Pages: 3056 - 3069

17) Enhancing Facial Expression Recognition With AI Agents: A Semisupervised Guided Adaptive β-VAE Coupled With Interval Type-2 Fuzzy Classifier

Author(s): Mohd Aquib, Nishchal K. Verma, M. Jaleel Akhtar

Pages: 3070 - 3086

18) DrugMAP: Deep Multimodal Transformers for Drug-Target Mechanism of Action Prediction

Author(s): Rangan Das, Swadesh Jana, Anannyo Dey, Pascal Le Corre, Marc Cuggia, Ujjwal Maulik, Sanghamitra Bandyopadhyay

Pages: 3087 - 3099

19) n-LIPO: Framework for Diverse Cooperative Agent Generation Using Policy Compatibility

Author(s): Rujikorn Charakorn, Poramate Manoonpong, Nat Dilokthanakul

Pages: 3100 - 3114

20) Lightweight Dynamic Convolutional Network for Crowd Counting Based on Curriculum Reinforcement Learning

Author(s): Yange Li, Fan Yu, Qun Chen

Pages: 3115 - 3131

21) K-Nearest Neighbor Algorithm Based on the Framework of Ordered Pair of Normalized Real Numbers

Author(s): Yi Zheng, Xuanbin Ding, Xiang Zhao, Xiaoqin Pan, Lei Zhou

Pages: 3132 - 3147

22) TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking

Author(s): Ching Nam Hang, Pei-Duo Yu, Chee Wei Tan

Pages: 3148 - 3162