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

IEEE Transactions on Emerging Topics in Computational Intelligence Volume 9, Issue 5, October 2025

1) Incentivized Federated Learning: A Survey

Author(s): Akarsh K Nair, Sinem Coleri, Jayakrushna Sahoo, Linga Reddy Cenkeramaddi, Ebin Deni Raj

Pages: 3190 - 3209

2) Reconfigurable Digital FPGA Implementations for Neuromorphic Computing: A Survey on Recent Advances and Future Directions

Author(s): Edris Zaman Farsa, Arash Ahmadi, Oliver Keszocze

Pages: 3210 - 3232

3) Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model

Author(s): Yildiran Yilmaz, Fatih Gul

Pages: 3233 - 3243

4) Incomplete Data Transfer Calibration Classification

Author(s): Hongpeng Tian, Zuowei Zhang, Weiping Ding

Pages: 3244 - 3256

5) Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement

Author(s): Emrah Hancer, Bing Xue, Mengjie Zhang

Pages: 3257 - 3270

6) VFFG: Verifiable Privacy-Enhanced Federated Fine-Tuning for GPT Service

Author(s): Mingyun Bian, Yanli Ren, Guanghui He, Guorui Feng, Xinpeng Zhang

Pages: 3271 - 3285

7) Quaternion Dendritic Neuron Model for Multivariate Financial Time Series Prediction

Author(s): Qianrui Yu, Zihang Zhang, Ziqian Wang, Haotian Li, Zhenyu Lei, Shangce Gao

Pages: 3286 - 3297

8) STMemAE: An Instance-Level Based Spatio-Temporal Memory Autoencoder for Unsupervised Vision-Based Seizure Detection

Author(s): Dinghan Hu, Kai Wu, Yuan Fang, Tiejia Jiang, Feng Gao, Jiuwen Cao

Pages: 3298 - 3310

9) Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start Recommendation

Author(s): Zhipeng Zhang, Youfu Zhu, Mianxiong Dong, Kaoru Ota, Yao Zhang, Yonggong Ren

Pages: 3311 - 3324

10) Dataset Purification-Driven Lightweight Deep Learning Model Construction for Empty-Dish Recycling Robot

Author(s): Yifei Ge, Zhuo Li, Xuebin Yue, Hengyi Li, Lin Meng

Pages: 3325 - 3340

11) Progressive Feature Enhancement Network for Surface Defect Segmentation

Author(s): Feng Yan, Xiaoheng Jiang, Yunxia Zhang, Yang Lu, Xiaofei Nan, Shuo He, Mingliang Xu

Pages: 3341 - 3351

12) Enhanced Protein Secondary Structure Prediction Through Multi-View Multi-Feature Evolutionary Deep Fusion Method

Author(s): Yining Qian, Lijie Su, Meiling Xu, Lixin Tang

Pages: 3352 - 3363

13) Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-Supervised Medical Image Classification

Author(s): Qixiang Zhang, Yuxiang Yang, Chen Zu, Jianjia Zhang, Xi Wu, Jiliu Zhou, Yan Wang

Pages: 3364 - 3375

14) Toward Efficient Self-Motion-Based Memory Representation for Visuomotor Navigation of Embodied Robot

Author(s): Qiming Liu, Haoran Xin, Zhe Liu, Hesheng Wang

Pages: 3376 - 3385

15) Multi-Directional Pixel Array Computation for Efficient Pupil Localization in Gaze Estimation

Author(s): Zhonghe Ren, Fengzhou Fang, Rui Niu, Mingyuan Li

Pages: 3386 - 3398

16) SMC-Searcher: Signal Mediated Coordination for Decentralized Multi-Robot Adversarial Moving Target Search

Author(s): Qihang Peng, Hongliang Guo, Boyang Li, Chih-Yung Wen, Yaochu Jin

Pages: 3399 - 3412

17) Learning From Demonstrations: A Computationally Efficient Inverse Reinforcement Learning Approach With Simplified Implementation

Author(s): Yanbin Lin, Zhen Ni, Xiangnan Zhong

Pages: 3413 - 3425

18) SynFlowFL: A Dynamic Synaptic Flow Framework for Efficient, Personalized Federated Learning

Author(s): Dongdong Li, Weiwei Lin, Wentai Wu, Haotong Zhang, XiuMin Wang

Pages: 3426 - 3440

19) Self-Supervised Learning for Activity Recognition Based on Datasets With Imbalanced Classes

Author(s): Rebeen Ali Hamad, Wai Lok Woo, Bo Wei, Longzhi Yang

Pages: 3441 - 3454

20) Uncertainty Driven Adaptive Self-Knowledge Distillation for Medical Image Segmentation

Author(s): Xutao Guo, Mengqi Wang, Yang Xiang, Yanwu Yang, Chenfei Ye, Haijun Wang, Ting Ma

Pages: 3455 - 3468

21) Complex-Order Quantum-Behaved Particle Swarm Optimization With Double Jump-Out Strategy

Author(s): Liping Chen, Xiaobo Wu, António M. Lopes, Da Wang, Panpan Gu, Min Zhu, YangQuan Chen

Pages: 3469 - 3487

22) Rethinking Image Forgery Detection and Localization via Regression Perspective

Author(s): Li Zhang, Dong Li, Yan Zhong, Jiaying Zhu, Rujing Wang, Xingyu Wu, Xue Wang, Liu Liu

Pages: 3488 - 3500

23) NetPlacer+: Model Parallelism Based on Load Balance in Distributed Deep Learning

Author(s): Yunqi Gao, Zechao Zhang, Bing Hu, Mahdi Boloursaz Mashhadi, A-Long Jin, Pei Xiao

Pages: 3501 - 3517

24) AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification

Author(s): Shangdong Zhu, Yunzhou Zhang, Yixiu Liu, Yu Feng, Sonya Coleman, Dermot Kerr

Pages: 3518 - 3532

25) VFL+: Low-Coupling Vertical Federated Learning With Privileged Information Paradigm

Author(s): Wei Dai, Teng Cui, Tong Zhang, Badong Chen

Pages: 3533 - 3547

26) Latent Object Embedding for Self-Supervised Monocular Depth Estimation

Author(s): Shuai Wang, Ting Yu, Shan Pan, Wei Chen, Zehua Wang, Victor C. M. Leung, Zijian Tian

Pages: 3548 - 3559

27) TUCA-HER: An Improved HER for Robot Manipulation Skill Learning via Trajectory Utility and Conservative Advantage

Author(s): Peiliang Wu, Zhaoqi Wang, Yao Li, Wenbai Chen, Guowei Gao

Pages: 3560 - 3571

28) Efficient Weight Pruning for Optical Neural Networks: When Pruned Weights are Non-Zeros

Author(s): Shuo Zhao, Kun Wu, Xin Li, Ying-Chi Chen

Pages: 3572 - 3581

29) Learning Error Refinement in Stochastic Gradient Descent-Based Latent Factor Analysis via Diversified PID Controllers

Author(s): Jinli Li, Ye Yuan, Xin Luo

Pages: 3582 - 3597

30) AdptGL-CA: Adaptive Global-Local Metric Fusion With Contrastive Attention for Few-Shot Learning

Author(s): Zhiying Song, Pengfei Wang, Xiaokang Wang, Nenggan Zheng

Pages: 3598 - 3613

31) Learning Inter and Intra Class Variation With Deep Frequency Factorization Network for Face Anti-Spoofing

Author(s): Weihua Liu, Qiuyu Li, Yiming Luo, Yushan Pan, Weiping Ding, Hao Wang

Pages: 3614 - 3625

32) SCGAN: Sampling and Clustering-Based Neural Architecture Search for GANs

Author(s): Qingling Zhu, Yeming Yang, Songbai Liu, Qiuzhen Lin, Kay Chen Tan

Pages: 3626 - 3637

33) Smart Energy Hub Frequency Control-Based Machine Learning

Author(s): Burak Yildirim, Meysam Gheisarnejad, Mohammad Hassan Khooban

Pages: 3638 - 3649

34) The Goldilocks Principle: Achieving Just Right Boundary Fidelity for Long-Tailed Classification

Author(s): Faizanuddin Ansari, Abhranta Panigrahi, Swagatam Das

Pages: 3650 - 3664

35) Improving Exploration in Deep Reinforcement Learning for Incomplete Information Competition Environments

Author(s): Jie Lin, Yuhao Ye, Shaobo Li, Hanlin Zhang, Peng Zhao

Pages: 3665 - 3676

36) SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-Sampling From a Single Image

Author(s): Bowen Hu, Weiheng Yao, Sibo Qiao, Hieu Pham, Shuqiang Wang, Michael Kwok-Po Ng

Pages: 3677 - 3689

37) AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures

Author(s): Qi Zhao, Bai Yan, Taiwei Hu, Xianglong Chen, Jian Yang, Shi Cheng, Yuhui Shi

Pages: 3690 - 3703

38) Chance-Constrained Abnormal Data Cleaning for Robust Classification With Noisy Labels

Author(s): Xun Shen, Zhaojie Luo, Yuanchao Li, Tinghui Ouyang, Yuhu Wu

Pages: 3704 - 3711

39) Motion Expressions Guided Video Segmentation via Effective Motion Information Mining

Author(s): Ge Li, Hanqing Sun, Aiping Yang, Jiale Cao, Yanwei Pang

Pages: 3712 - 3718

40) Contrastive Learning-Based Agent Modeling for Deep Reinforcement Learning

Author(s): Wenhao Ma, Yu-Chen Chang, Jie Yang, Yu-Kai Wang, Chin-Teng Lin

Pages: 3719 - 3726

IEEE Transactions on Evolutionary Computation, Volume 29, Issue 5, October 2025

 1) Guest Editorial Evolutionary Dynamic Optimization

Author(s): Danial Yazdani, Wenjian Luo, Shengxiang Yang

Pages: 1458 - 1462

2) How Do Dynamic Events Change the Fitness Landscape of Traveling Salesman Problems?

Author(s): Hao Tong, Miqing Li, Jialin Liu, Xin Yao

Pages: 1463 - 1474

3) Historical Information-Assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization

Author(s): Kunjie Yu, Xuyang Zhang, Dezheng Zhang, Jing Liang, Yumeng Li, Heshan Wang, Ke Chen, Caitong Yue

Pages: 1475 - 1489

4) Dynamic Cascaded Flow-Shop Scheduling Using an Evolutionary Greedy Algorithm

Author(s): Qiu-Ying Li, Quan-Ke Pan, Ling Wang, Liang Gao, Wei-Min Li

Pages: 1490 - 1501

5) Optimizing Dynamic Flexible Job Shop Scheduling Using an Evolutionary Multitask Optimization Framework and Genetic Programming

Author(s): Xiaolong Chen, Junqing Li, Zunxun Wang, Qingda Chen, Kaizhou Gao, Quanke Pan

Pages: 1502 - 1516

6) Knowledge Transfer With Mixture Model in Dynamic Multiobjective Optimization

Author(s): Juan Zou, Zhanglu Hou, Shouyong Jiang, Shengxiang Yang, Gan Ruan, Yizhang Xia, Yuan Liu

Pages: 1517 - 1530

7) Coping With a Severely Changing Number of Objectives in Dynamic Multiobjective Optimization

Author(s): Gan Ruan, Zhanglu Hou, Xin Yao

Pages: 1531 - 1545

8) Multisource and Hidden Source-Based Knowledge Transfer for Solving Dynamic Multiobjective Optimization Problems

Author(s): Wei Song, Zhi Liu, Jian Yu, Xiaoyan Sun, Yaochu Jin, Khin Wee Lai

Pages: 1546 - 1560

9) Evolutionary Dynamic Multiobjective Optimization With Learning Across Problems

Author(s): Yuling Xie, Quanwu Zhao, Wei Zhou, Zexuan Zhu

Pages: 1561 - 1574

10) A New Prediction Strategy for Dynamic Multiobjective Optimization Using Diffusion Model

Author(s): Feng Wang, Jinsong Xie, Aimin Zhou, Ke Tang

Pages: 1575 - 1589

11) A Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization

Author(s): Guoyu Chen, Yinan Guo, Changhe Li, Feng Wang, Dunwei Gong, Liang Yuan

Pages: 1590 - 1603

12) Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction

Author(s): Quan Gong, Yizhang Xia, Juan Zou, Zhanglu Hou, Yuan Liu

Pages: 1604 - 1618

13) A Dynamic Interval Multiobjective Evolutionary Algorithm Based on Multitask Learning and Inverse Mapping

Author(s): Feimeng Wang, Jing Sun, Xingjia Gan, Dunwei Gong, Gaige Wang, Yongde Guo

Pages: 1619 - 1633

14) Learning-Aided Evolutionary Search and Selection for Scaling-Up Constrained Multiobjective Optimization

Author(s): Songbai Liu, Zeyi Wang, Qiuzhen Lin, Jianqiang Li, Kay Chen Tan

Pages: 1634 - 1648

15) EvoX: A Distributed GPU-Accelerated Framework for Scalable Evolutionary Computation

Author(s): Beichen Huang, Ran Cheng, Zhuozhao Li, Yaochu Jin, Kay Chen Tan

Pages: 1649 - 1662

16) Fast Heterogeneous Multiproblem Surrogates for Transfer Evolutionary Multiobjective Optimization

Author(s): Hao Li, Pu Xiong, Maoguo Gong, A. K. Qin, Yue Wu, Lining Xing

Pages: 1663 - 1677

17) Neural Architecture Search with Progressive Evaluation and Subpopulation Preservation

Author(s): Yu Xue, Jiajie Zha, Danilo Pelusi, Peng Chen, Tao Luo, Liangli Zhen, Yan Wang, Mohamed Wahib

Pages: 1678 - 1691

18) Dual-Tree Genetic Programming with Adaptive Mutation for Dynamic Workflow Scheduling in Cloud Computing

Author(s): Yifan Yang, Gang Chen, Hui Ma, Sven Hartmann, Mengjie Zhang

Pages: 1692 - 1706

19) Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms

Author(s): Pengyi Li, Jianye Hao, Hongyao Tang, Xian Fu, Yan Zheng, Ke Tang

Pages: 1707 - 1728

20) A Multitask-Assisted Evolutionary Algorithm for Constrained Multimodal Multiobjective Optimization

Author(s): Tianzi Zheng, Jianchang Liu, Yaochu Jin, Yuanchao Liu

Pages: 1729 - 1744

21) Evolving Equation Learner for Symbolic Regression

Author(s): Junlan Dong, Jinghui Zhong, Wei-Li Liu, Jun Zhang

Pages: 1745 - 1759

22) Community Opinion Maximization in Social Networks

Author(s): Yilu Liu, Qingfu Zhang, Zhenkun Wang

Pages: 1760 - 1773

23) Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms

Author(s): Manuel López-Ibáñez, Diederick Vermetten, Johann Dreo, Carola Doerr

Pages: 1774 - 1782

24) Exact and Deep Q-Network Assisted Swarm Intelligence Methods for Scheduling Multiobjective Heterogeneous Unmanned Surface Vehicles

Author(s): Hui Yu, Kaizhou Gao, Zhenfang Ma, Ling Wang

Pages: 1783 - 1794

25) A Learning-Assisted Bi-Population Evolutionary Algorithm for Distributed Flexible Job-Shop Scheduling With Maintenance Decisions

Author(s): Qi Yan, Hongfeng Wang, Shengxiang Yang

Pages: 1795 - 1806

26) On a Population Sizing Model for Evolution Strategies in Multimodal Landscapes

Author(s): Lisa Schönenberger, Hans-Georg Beyer

Pages: 1807 - 1819

27) Dynamic Multiobjective Optimization Algorithm Guided by Recurrent Neural Network

Author(s): Yaru Hu, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Rui Wang, Jinhua Zheng, Juan Zou, Yanjie Song

Pages: 1820 - 1833

28) Learning to Evolve With Guiding Solutions Generated by Generative Adversarial Network

Author(s): Hongwei Ge, Zhi Zheng, Yaqing Hou, Xia Wang, Hisao Ishibuchi

Pages: 1834 - 1848

29) Probe Population-Based Initialization and Genetic Pool-Based Reproduction for Evolutionary Bi-Objective Feature Selection

Author(s): Hang Xu, Bing Xue, Mengjie Zhang

Pages: 1849 - 1863

30) The Runtime of Randomized Local Search on the generalized Needle problem

Author(s): Benjamin Doerr, Andrew Kelley

Pages: 1864 - 1872

31) Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms

Author(s): Liang Zhao, Xiaobin Huang, Chao Qian, Qingfu Zhang

Pages: 1873 - 1887

32) A Streaming Feature Selection Method Based on Dynamic Feature Clustering and Particle Swarm Optimization

Author(s): Xianfang Song, Hao Ma, Yong Zhang, Dunwei Gong, Yinan Guo, Ying Hu

Pages: 1888 - 1902

33) Knee Detection in Bayesian Multiobjective Optimization Using Thompson Sampling

Author(s): Arash Heidari, Jixiang Qing, Sebastian Rojas Gonzalez, Juergen Branke, Tom Dhaene, Ivo Couckuyt

Pages: 1903 - 1912

34) A Simple Yet Effective Greedy Evolutionary Strategy for RNA Design

Author(s): Nuria Lozano-García, Álvaro Rubio-Largo, José Maria Granado-Criado

Pages: 1913 - 1923

35) A Memetic Algorithm for Vehicle Routing With Simultaneous Pickup and Delivery and Time Windows

Author(s): Zhenyu Lei, Jin-Kao Hao

Pages: 1924 - 1936

36) An Adaptive Multistrategy Algorithm Based on Extent of Environmental Change for Dynamic Multiobjective Optimization

Author(s): Yong Wang, Kuichao Li, Gai-Ge Wang

Pages: 1937 - 1951

37) Transfer Task-Averaged Natural Gradient for Efficient Many-Task Optimization

Author(s): Yanchi Li, Wenyin Gong, Qiong Gu

Pages: 1952 - 1965

38) Exact Calculation of Inverted Generational Distance

Author(s): Zihan Wang, Chunyun Xiao, Aimin Zhou

Pages: 1966 - 1975

39) Theoretical Analysis of Explicit Averaging and Novel Sign Averaging in Comparison-Based Search

Author(s): Daiki Morinaga, Youhei Akimoto

Pages: 1976 - 1989

40) Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization

Author(s): Zhenzhong Wang, Dejun Xu, Min Jiang, Kay Chen Tan

Pages: 1990 - 2003

41) Automated Metaheuristic Algorithm Design With Autoregressive Learning

Author(s): Qi Zhao, Tengfei Liu, Bai Yan, Qiqi Duan, Jian Yang, Yuhui Shi

Pages: 2004 - 2018

42) Finding ϵ-Locally Optimal Solutions for Multiobjective Multimodal Optimization

Author(s): Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Hernández, Pascal Kerschke, Heike Trautmann, Oliver Schütze

Pages: 2019 - 2031

43) An Automated and Interpretable Computer-Aided Approach for Skin Cancer Diagnosis Using Genetic Programming

Author(s): Kunjie Yu, Jintao Lian, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang

Pages: 2032 - 2046

44) A Diversity-Enhanced Tri-Stage Framework for Constrained Multiobjective Optimization

Author(s): Yubo Wang, Chengyu Hu, Fei Ming, Yanchi Li, Wenyin Gong, Liang Gao

Pages: 2047 - 2061

45) Quantum Acceleration of Black-Box Pseudo-Boolean Optimization Algorithms

Author(s): Adetunji David Ajimakin, V. Susheela Devi

Pages: 2062 - 2073

46) Multiobjective Many-Tasking Evolutionary Optimization Using Diversified Gaussian-Based Knowledge Transfer

Author(s): Qiuzhen Lin, Qianhui Wang, Baihao Chen, Yulong Ye, Lijia Ma, Kay Chen Tan

Pages: 2074 - 2088

47) Nearest-Better Network for Fitness Landscape Analysis of Continuous Optimization Problems

Author(s): Yiya Diao, Changhe Li, Sanyou Zeng, Shengxiang Yang, Carlos A. Coello Coello

Pages: 2089 - 2103

48) A Newton Method for Hausdorff Approximations of the Pareto Front Within Multiobjective Evolutionary Algorithms

Author(s): Hao Wang, Angel E. Rodriguez-Fernandez, Lourdes Uribe, André Deutz, Oziel Cortés-Piña, Oliver Schütze

Pages: 2104 - 2115

49) Multisource Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization

Author(s): Yang-Tao Dai, Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang

Pages: 2116 - 2130

50) An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization

Author(s): Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes

Pages: 2131 - 2144

51) Efficient Large-Scale Expensive Optimization via Surrogate-Assisted Subproblem Selection

Author(s): Kaili Zhao, Xilu Wang, Chaoli Sun, Yaochu Jin, Asad Hayat

Pages: 2145 - 2157

52) Symbolic Regression-Assisted Offline Data-Driven Evolutionary Computation

Author(s): Yu-Hong Sun, Ting Huang, Jing-Hui Zhong, Jun Zhang, Yue-Jiao Gong

Pages: 2158 - 2172

53) A Genetic Algorithm Based on Deep Q-Learning in Optimization of Remote Sensing Data Discretization

Author(s): Qiong Chen, Weiping Ding

Pages: 2173 - 2187

54) Moral Preferences Co-Evolve With Cooperation in Networked Populations

Author(s): Hui Wei, Xiandong Pu, Jianlei Zhang, Chunyan Zhang, Ming Cao

Pages: 2188 - 2197

55) Pareto Optimization for Fair Subset Selection: A Case Study on Personalized Recommendation

Author(s): Lei Zhang, Zhanpeng Wang, Haipeng Yang, Xiang Sun, Fan Cheng

Pages: 2198 - 2212

56) Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems

Author(s): Ryan Zhou, Jaume Bacardit, Alexander Edward Ian Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, John McCall, Niki van Stein, David Walker, Ting Hu

Pages: 2213 - 2228

57) Heterogeneous Multiagent Zero-Shot Coordination by Coevolution

Author(s): Ke Xue, Yutong Wang, Cong Guan, Lei Yuan, Haobo Fu, Qiang Fu, Chao Qian, Yang Yu

Pages: 2229 - 2243

58) A Large-Scale Multiobjective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting

Author(s): Jianhua Zhu, Yaoyao He

Pages: 2244 - 2257

59) Brain-Inspired Multiscale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks

Author(s): Wenxuan Pan, Feifei Zhao, Guobin Shen, Bing Han, Yi Zeng

Pages: 2258 - 2270

IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 5, October 2025

1) Guest Editorial: Special Issue on Embodied AI in Indoor Robotics: Bridging Perception, Interaction, and Autonomy

Author(s): Yaran Chen, Chengguang Yang, Chaomin Luo, Dongbin Zhao

Pages: 1047 - 1049

2) Where To Learn: Embodied Perception Learning Planned by Vision-Language Models

Author(s): Juan Wang, Di Guo, Huaping Liu

Pages: 1050 - 1060

3) CS-SLAM: A Lightweight Semantic SLAM Method for Dynamic Scenarios

Author(s): Zhendong Guo, Na Dong, Zehui Zhang, Xiaoming Mai, Donghui Li

Pages: 1061 - 1073

4) Multimodal Perception for Indoor Mobile Robotics Navigation and Safe Manipulation

Author(s): Yinlong Zhang, Yuanhao Liu, Shuai Liu, Wei Liang, Chu Wang, Kai Wang

Pages: 1074 - 1086

5) Human–Robot Sharing Operation in Cotransporting for Nonholonomic Mobile Robot

Author(s): Nan Feng, Xiong Guo, Xinbo Yu, Shuang Zhang, Wei He

Pages: 1087 - 1097

6) Two Heads Are Better Than One: Collaboration-Oriented Multiagent Exploration System

Author(s): Yang Liu, Peng Zhang, Hangyou Yu, Pingping Zhang, Jie Zhao, Dong Wang, Huchuan Lu

Pages: 1098 - 1109

7) Efficient Multitask Reinforcement Learning via Task-Specific Action Correction

Author(s): Jinyuan Feng, Min Chen, Zhiqiang Pu, Tenghai Qiu, Jianqiang Yi, Jie Zhang

Pages: 1110 - 1124

8) A Bio-Inspired Goal-Directed Cognitive Map Model for Robot Navigation and Exploration

Author(s): Matthew A. Hicks, Tingjun Lei, Chaomin Luo, Daniel W. Carruth, Zhuming Bi

Pages: 1125 - 1140

9) AutoSkill: Hierarchical Open-Ended Skill Acquisition for Long-Horizon Manipulation Tasks via Language-Modulated Rewards

Author(s): Zhenyang Lin, Yurou Chen, Zhiyong Liu

Pages: 1141 - 1152

10) NuRF: Nudging the Particle Filter in Radiance Fields for Robot Visual Localization

Author(s): Wugang Meng, Tianfu Wu, Huan Yin, Fumin Zhang

Pages: 1153 - 1162

11) RoboGPT: An LLM-Based Long-Term Decision-Making Embodied Agent for Instruction Following Tasks

Author(s): Yaran Chen, Wenbo Cui, Yuanwen Chen, Mining Tan, Xinyao Zhang, Jinrui Liu, Haoran Li, Dongbin Zhao, He Wang

Pages: 1163 - 1174

12) A Marr-Inspired Framework for Raising “Good” Robots

Author(s): Sarah Hamburg, Alejandro Jimenez-Rodriguez, Aung Htet, Alessandro Di Nuovo

Pages: 1175 - 1185

13) Memristor-Based Circuit of Sequential Associative Memory With Memory Interactions and Stimulus Similarity Effect

Author(s): Dongdong Xiong, Xiaoping Wang, Yiming Jiang, Chao Yang, Man Jiang, Jingang Lai, Zhigang Zeng

Pages: 1186 - 1198

14) Barrier Offset Varying-Parameter Dynamic Learning Network for Solving Dual-Arms Human-Like Behavior Generation

Author(s): Zhijun Zhang, Mingyang Zhang, Jinjia Guo, Haotian He

Pages: 1199 - 1211

15) Distributional Latent Variable Models With an Application in Active Cognitive Testing

Author(s): Robert Kasumba, Dom C.P. Marticorena, Anja Pahor, Geetha Ramani, Imani Goffney, Susanne M. Jaeggi, Aaron R. Seitz, Jacob R. Gardner, Dennis L. Barbour

Pages: 1212 - 1222

16) An Improved Dual Neural Network Method Based on Levy Flight for Multirobot Cooperative Area Coverage Search in 3-D Unknown Environments

Author(s): Fangfang Zhang, Yongqi Wang, Wenhao Wang, Jianbin Xin, Jinzhu Peng, Yaonan Wang

Pages: 1223 - 1234

17) Variability in Sensory Event-Related Potential as an Early Marker of Cognitive Impairment

Author(s): Joel Eyamu, Wuon-Shik Kim, Kahye Kim, Kun Ho Lee, Jaeuk U. Kim

Pages: 1235 - 1244

18) Cross-Subject and Cross-Session EEG Emotion Recognition Based on Multisource Structural Deep Clustering

Author(s): Yiyuan Chen, Xiaodong Xu, Xiaowei Qin

Pages: 1245 - 1259

19) Foundational Policy Acquisition via Multitask Learning for Motor Skill Generation

Author(s): Satoshi Yamamori, Jun Morimoto

Pages: 1260 - 1271

20) Emotional Intelligence: Abstract Cognition Innovation in Artificial General Intelligence Systems

Author(s): Xiang Li, Yongming Li, Luyao Bai, Jingyi Zhao

Pages: 1272 - 1285

21) An Encoder–Decoder Model Based on Spiking Neural Networks for Address Event Representation Object Recognition

Author(s): Sichun Du, Haodi Zhu, Yang Zhang, Qinghui Hong

Pages: 1286 - 1300

22) Alteration of Functional Brain Networks During Lower Limb Movement in Parkinson's Disease Patients With Freezing of Gait

Author(s): Jingting Liang, Xiangguo Yin, Mingxing Lin, Shuqin Wang, Aiqin Song, Wen Chen

Pages: 1301 - 1309

23) SIR-HCL: Semantic-Inconsistency Reasoning and Hybrid Contrastive Learning for Efficient Cross-Emotion Anomaly Detection

Author(s): Xin Liu, Qiyan Chen, Yiu-ming Cheung, Shu-Juan Peng

Pages: 1310 - 1322

24) Multimodal Discriminative Network for Emotion Recognition Across Individuals

Author(s): Minxu Liu, Donghai Guan, Chuhang Zheng, Qi Zhu

Pages: 1323 - 1335

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 10, October 2025

1) Recommender Systems Based on Nonnegative Matrix Factorization: A Survey

Author(s): Sajad Ahmadian, Kamal Berahmand, Mehrdad Rostami, Saman Forouzandeh, Parham Moradi, Mahdi Jalili

Pages: 2554 - 2574

2) GradCFA: A Hybrid Gradient-Based Counterfactual and Feature Attribution Explanation Algorithm for Local Interpretation of Neural Networks

Author(s): Jacob Sanderson, Hua Mao, Wai Lok Woo

Pages: 2575 - 2587

3) CenFormer: Transformer-Based Network From Centroid Generation for Point Cloud Completion

Author(s): Tran Thanh Phong Nguyen, Son Lam Phung, Vinod Gopaldasani, Jane Whitelaw, Hoang Thanh Le, Abdesselam Bouzerdoum

Pages: 2588 - 2602

4) Dynamic Broad Metric Learning

Author(s): Xiaoman Hu, C. L. Philip Chen, Tong Zhang

Pages: 2603 - 2617

5) ShadowMaskFormer: Mask Augmented Patch Embedding for Shadow Removal

Author(s): Zhuohao Li, Guoyang Xie, Guannan Jiang, Zhichao Lu

Pages: 2618 - 2629

6) Design of an Ultra-Thin Metamaterial Absorber With Machine Learning-Assisted Absorption Prediction

Author(s): Md. Jakir Hossain, Nafisa Mubashsara, Riasat Khan, Mohammad Abdul Matin, Panagiotis Sarigiannidis, Sotirios K. Goudos

Pages: 2630 - 2644

7) Active Gradient Manipulation for Privacy Breaching in Vertical Federated Learning

Author(s): Tre’ R. Jeter, Minh N. Vu, Raed Alharbi, Jung Taek Seo, My T. Thai

Pages: 2645 - 2655

8) Distributed Fixed-Time Algorithms for Time-Varying Constrained Optimization Problems

Author(s): Xing He, Yue Li, Meng Zhang, Tingwen Huang

Pages: 2656 - 2668

9) TSTNet: Temporal Semantic Transformer-Based Computing Power Network for Automatic Driving in the Internet of Vehicles

Author(s): Tiankuo Yu, Hui Yang, Qiuyan Yao, Zhiwei Wang, Jie Zhang, Athanasios V. Vasilakos, Mohamed Cheriet

Pages: 2669 - 2684

10) Mobile Network Traffic Prediction Using Temporal Fusion Transformer

Author(s): Georgios Kougioumtzidis, Vladimir K. Poulkov, Pavlos I. Lazaridis, Zaharias D. Zaharis

Pages: 2685 - 2699

11) Advancements in Image Interpretation: Self-Supervised Learning of Object Structures for Enhanced Classification and Segmentation

Author(s): Hung-Min Sun, Chao-Yen Chung, Zong-Han Lin, Qi-Xian Huang

Pages: 2700 - 2711

12) Generalization Error Bounds for Graph Neural Networks in Unseen Domains

Author(s): Peiyao Wang, Liang Bai, Xian Yang, Xi Wang, Jiye Liang

Pages: 2712 - 2721

13) GPA: Grover Policy Agent for Generating Optimal Quantum Sensor Circuits

Author(s): Ahmad Alomari, Sathish A. P. Kumar

Pages: 2722 - 2731

14) iLeAD: An EMG-Based Adaptive Shared Control Framework for Exoskeleton Assistance via Deep Reinforcement Learning

Author(s): Masoud Karimi, Mojtaba Ahmadi

Pages: 2732 - 2743

15) A Cervical Cell Classification Framework Based on Multiview Supervised Contrastive Learning

Author(s): Ming Fang, Jin Liu, Francis Bui, Bo Liao, Xiujuan Lei, Fang-Xiang Wu

Pages: 2744 - 2753

16) Resource-Efficient CNN Based Atrial Fibrillation Detection Using P-Wave and RR Interval Features for Edge-AI Cardiac Health Monitoring Devices

Author(s): Nabasmita Phukan, M. Sabarimalai Manikandan, Ram Bilas Pachori

Pages: 2754 - 2765

17) Deep-Learning-Based Dual Denoising Algorithm for Shielding-Free Magnetic Resonance Imaging

Author(s): Yang Hu, Yiman Huang, Shuxian Qu, Yushu Xie, Yanwen Fang, Xiaotong Zhang

Pages: 2766 - 2776

18) Understanding Connection Between PMP and HJB Equations from the Perspective of Hamilton Dynamics

Author(s): Xiangteng Zhang, Yao Lyu, Shengbo Eben Li, Jingliang Duan, Guojian Zhan, Chang Liu, Bo Cheng, Keqiang Li

Pages: 2777 - 2787

19) Fuzzy Logic Strikes Back: Fuzzy ODEs for Dynamic Modeling and Uncertainty Quantification

Author(s): Yusuf Güven, Tufan Kumbasar

Pages: 2788 - 2797

20) MLCNN-LSTM-COV: A Multilabel Convolutional Neural Network and Long Short-Term Memory-Based Framework for Predicting Adverse COVID Drug Reactions

Author(s): Pranab Das, Dilwar Hussain Mazumder

Pages: 2798 - 2809

21) Metalearning Based Adaptive Compact Modeling Framework for Advanced Transistors Across Technology Nodes

Author(s): Srishti Parandiyal, Abhishek Kumar, M. Ehteshamuddin, Anamika Singh, Kumar Sheelvardhan, Samrat Ray, Abhishek Somani, Sourajeet Roy, Avirup Dasgupta

Pages: 2810 - 2818

22) Adaptive Perception for Unified Visual Multimodal Object Tracking

Author(s): Xiantao Hu, Bineng Zhong, Qihua Liang, Liangtao Shi, Zhiyi Mo, Ying Tai, Jian Yang

Pages: 2819 - 2829

23) A Deterministic–Probabilistic Approach to Neural Network Pruning

Author(s): Soumyadipta Banerjee, Jiaul H. Paik

Pages: 2830 - 2839

24) Maximum Margin-Based Activation Clipping for Posttraining Overfitting Mitigation in DNN Classifiers

Author(s): Hang Wang, David J. Miller, George Kesidis

Pages: 2840 - 2847

25) Malicious Clients and Contribution Co-Aware Federated Unlearning

Author(s): Yang Wang, Xue Li, Siguang Chen

Pages: 2848 - 2857