IEEE Computational Intelligence Society: July 2026

1) Deep Learning for Video Anomaly Detection: A Review

Author(s): P. Wu, C. Pan, Y. Yan, G. Pang, Q. Yan, P. Wang, Y. Zhang

Pages: 3010 - 3030

2) A Survey on Vision--Language--Action Models for Embodied AI

Author(s): Y. Ma, Z. Song, Y. Zhuang, J. Hao, I. King

Pages: 3031 - 3051

3) Graph Transformers: A Survey

Author(s): A. Shehzad, F. Xia, S. Abid, C. Peng, S. Yu, D. Zhang, K. Verspoor

Pages: 3052 - 3071

4) Robust Least Squares Twin Support Vector Machine With Adaptive Pinball Loss

Author(s): H. -J. Xing, S. -W. Wang, Z. -C. He, Y. -D. Wang

Pages: 3072 - 3086

5) MotifGT-DTI: Pivotal Motif-Based Graph Transformer Model Improves Drug--Target Interaction Prediction

Author(s): W. Tian, M. Zeng, J. Wang, C. Lu

Pages: 3087 - 3101

6) A High-Accuracy Probabilistic-Based Sigmoid Approximator Incorporating Memory-Saving and Time-Efficient Strategies

Author(s): W. Lu, C. -S. Leung, F. Qin, T. Cao, W. Zhang, Y. Shi, Y. Ke, Z. Zang

Pages: 3102 - 3115

7) Physical Parameter Dependencies in Mechanical Reservoir Computing: Structural Analysis, Actuation, and Improved Processing

Author(s): M. Austin, K. Nakajima

Pages: 3116 - 3130

8) HSA2M: Hierarchical Spike Aggregation Activation Map for Visual Explanations From Spiking Neural Networks

Author(s): M. Yang, X. Wu, M. Yu Wang

Pages: 3131 - 3145

9) Multiagent Deep Reinforcement Learning With Evolutionary Strategy for Mobile Charging Vehicles Dispatching

Author(s): H. Li, B. Jeong

Pages: 3146 - 3160

10) Exploiting Scale-Variant Attention for Segmenting Small Medical Objects

Author(s): W. Dai, R. Liu, Z. Wu, T. Wu, M. Wang, J. Zhou, Y. Yuan, J. Liu

Pages: 3161 - 3175

11) Accurate and Robust Neural Architecture Search via a Flexible Supernet

Author(s): Y. Feng, Y. Ou, Y. Sun

Pages: 3176 - 3190

12) CPFformer: A Hierarchical-Based Graph Modeling Fusion Framework for Making the Emotional Features of Chinese Poetry Pronunciation More Controllable

Author(s): Q. Wang, K. Li, J. Zhou, X. Wang, J. Qin, C. Yu

Pages: 3191 - 3205

13) Lightweight Multi-Dilated Transformer for Image Deblurring

Author(s): Z. Zhao, Z. Tao, J. Pan

Pages: 3206 - 3217

14) Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability

Author(s): R. Song, B. Yuan

Pages: 3218 - 3231

15) ScaDyG: A New Paradigm for Large-Scale Dynamic Graph Learning

Author(s): X. Wu, X. Li, R. -H. Li, K. Zhao, G. Wang

Pages: 3232 - 3246

16) Implicit Illumination-Aware Representation With Cross-Modal Prefusion Alignment for Universal Multispectral Pedestrian Detection

Author(s): Y. Gong, L. Lin, Y. Luo, H. Liu, Y. Gao, J. Zhao, Z. Song, X. Hu

Pages: 3247 - 3261

17) IEGSCL: Interaction-Enhanced Graph Neural Sequence Contrastive Learning for Microscopic Diffusion Prediction

Author(s): Y. Chang, F. Xiong, S. Pan, J. Wu, L. Wang, A. Beheshti

Pages: 3262 - 3276

18) DGNMF: Dynamic Diffusion Graph Nonnegative Matrix Factorization

Author(s): C. Tian, W. Wu, L. Jiao, L. Li, X. Liu, F. Liu, W. Ma, S. Yang

Pages: 3277 - 3289

19) Multisynchronization of Delayed Coupled Neural Networks With General Activation Functions via Impulsive Control

Author(s): Y. Liu, Z. Wang, X. Huang, M. Xiao

Pages: 3290 - 3299

20) Boosting Adversarial Training With Mitigating Hard Sample Interference

Author(s): B. Hu, K. Guo, T. Qiu, S. Guo

Pages: 3300 - 3310

21) Open Set Domain Adaptation via Known Joint Distribution Matching and Unknown Classification Risk Reformulation

Author(s): S. Chen, P. Xuan, L. He

Pages: 3311 - 3324

22) Self-Supervised Koopman Operator Learning for Distributed Final Synchronization Prediction of Networked Nonlinear Dynamics

Author(s): F. Hu, H. -T. Zhang, C. Lv, J. Wang

Pages: 3325 - 3335

23) Multiphase and Multitask Prompt Tuning for LLM-Based Context-Aware Machine Translation

Author(s): X. Lyu, J. Li, D. Wei, M. Zhang, S. Tao, H. Yang, M. Zhang

Pages: 3336 - 3348

24) HarmoFGL: Harmonizing GNN Latent Factors for Federated Graph Learning

Author(s): Y. Yan, Z. Zhu, S. Zheng, H. Xu, Y. Zhao, K. He, Y. Zhao

Pages: 3349 - 3359

25) Anomaly Subgraph Detection on Multiple Associated Attributed Networks

Author(s): N. Wu, Y. Sun, Y. Zhao, W. Wang, X. Liu, J. Li

Pages: 3360 - 3374

26) Large Language Models Are Multitask Chain-of-Thought Prompting Optimizers

Author(s): F. Jin, Y. Tan

Pages: 3375 - 3384

27) Rethinking Topic Modeling With Information Bottleneck Principle

Author(s): Z. Duan, X. Hu, B. Chen, C. Wang, X. Cao, F. Meng, M. Zhou

Pages: 3385 - 3398

28) Boosting Semi-Supervised Medical Image Segmentation Through Inter-Instance Information Complementarity

Author(s): S. Wu, R. Liu, H. Wei, L. Liu, J. Wen, Q. Miao

Pages: 3399 - 3410

29) A New Neural Network PI-Funnel Distributed Control for Cooperative Manipulator With Global Prescribed Performance

Author(s): C. -H. Zhang, Z. -Y. Hu, Y. -J. Li, Y. Zhang, C. -C. Hua

Pages: 3411 - 3419

30) Enhanced Residual Tensor Norm Minimization for Multiview Subspace Clustering

Author(s): Q. Zheng

Pages: 3420 - 3434

31) GHAttack: Generative Adversarial Attacks on Heterogeneous Graph Neural Networks

Author(s): S. Li, X. Liao, H. Zhu, J. Le, L. Chu

Pages: 3435 - 3449

32) A Dynamic Neural Network-Based Control Method Using Reinforcement Learning for Nonlinear Parameter-Varying System With Application to Morphing Aircraft

Author(s): C. -X. Li, H. -N. Wu

Pages: 3450 - 3462

33) Distributed Learning for Online Stochastic Mixed Equilibrium Problems With Heavy-Tailed Noises

Author(s): H. Xu, K. Lu, Y. -L. Wang, Q. Zhu

Pages: 3463 - 3474

34) Diffusion-Augmented Graph Contrastive Learning for Knowledge-Aware Recommendation

Author(s): J. Zhang, X. Jiang, Y. Wang, S. Meng, C. Zhou

Pages: 3475 - 3487

35) Brain-Inspired Chaotic Graph Backpropagation for Combinatorial Optimization

Author(s): P. Tao, K. Aihara, L. Chen

Pages: 3488 - 3500

Friday, 3 July 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 7, July 2026

1) Fuzzy-Aware Loss for Source-Free Domain Adaptation in Visual Emotion Recognition

Author(s): Y. Zheng, Y. Zhang, Y. Wang, L. -P. Chau

Pages: 2077 - 2089

2) Multiview Fuzzy Clustering With Anchor Graph

Author(s): C. Liu, F. Nie, M. Chang, R. Wang, X. Li

Pages: 2090 - 2103

3) Partial Multilabel Feature Selection via Fuzzy Two-Stage Disambiguation and Weighted Pure Relevance

Author(s): C. Huang, D. Xu, Y. Kang, J. Dai

Pages: 2104 - 2117

4) Adaptive Fuzzy Consensus of Multiple Uncertain Euler–Lagrange Systems With Sampled-Data Output Interactions

Author(s): T. Wang, W. Zou, J. Guo

Pages: 2118 - 2128

5) Funnel-Based Predefined-Time Control for Heterogeneous Vehicles With General Narrow Tunnel Constraints

Author(s): T. Yang, S. Ding, G. Cui, Z. Lu

Pages: 2129 - 2138

6) Fuzzy Prescribed-Time Control for Bipartite Time-Varying Formation of Heterogeneous Multiagent Systems With Actuator Faults

Author(s): H. Zhang, W. Jin, Y. Yang, J. Zhang

Pages: 2139 - 2148

7) General Type-2 Hierarchical Fuzzy Model-Agnostic Explanation of Image Classification for XAI

Author(s): F. Yin, H. -K. Lam, D. Watson

Pages: 2149 - 2158

8) $\mathcal {L}_{1}$ Adaptive Fuzzy Control for Unmanned Aerial Vehicle With Disturbance Observer Under Uncertainties and Disturbances

Author(s): X. Xu, C. Wang, Z. Huang, J. Wang, H. Shen

Pages: 2159 - 2170

9) Power Fuzzy Clustering: Flexible Distance Metrics and Inclusion of Covariates

Author(s): P. T. Nguyen, C. Tortora, A. Punzo

Pages: 2171 - 2182

10) FMHC: A Fuzzy Multihierarchical Centrality Strategy for Node Evaluation in Hypergraphs

Author(s): S. Liu, Y. Tang, W. Pedrycz, K. Hirota, F. Yan

Pages: 2183 - 2196

11) Predicting Multiexpert Consensus in Medical Image Segmentation With Interpretability: An Enhanced Relative Fuzzy Connectedness Method

Author(s): T. Wu, Z. Xu, Y. Zheng

Pages: 2197 - 2210

12) MTSK-DA: Interpretable Multicenter Transfer via Discriminative Alignment and Attention-Guided Graph Regularization

Author(s): J. Yao, W. Fu, P. Qian, C. Wang, X. Guo, J. Liu, Z. Zhang

Pages: 2211 - 2224

13) Fin Stabilizer-Based Finite-Time ${{\mathcal{H}}_\infty }$ Interval Type-2 Fuzzy Synthesis for Ship Rolling Motion With Bouc–Wen Hysteresis Under Imperfect Premise Matching

Author(s): A. Arumugam, W. -J. Chang, Y. -C. Lee, Y. -H. Lin, L. Li, M. S. Aslam

Pages: 2225 - 2238

14) Explainable AI for Sentiment Classification With Type-1 Fuzzy and Type-2 Fuzzy Models

Author(s): S. Yadav, N. K. Verma

Pages: 2239 - 2251

15) Semisupervised Low-Rank Fuzzy Clustering for Hyperspectral Images

Author(s): Y. Wang, Z. Shi, L. Chen, J. Zhou, X. Shen, C. Zhang, W. Ding, C. L. P. Chen

Pages: 2252 - 2265

16) DioR: Distributed Cost-Sensitive Fuzzy-Entropy-Based Approach for Semisupervised Feature Selection

Author(s): H. Ju, L. Qiao, K. Liu, W. Ding, X. Yang, W. Pedrycz, M. Xu

Pages: 2266 - 2280

17) Fuzzy Intermittent Boundary Control for Nonlinear Delayed Markov Jump Distributed Parameter Systems

Author(s): Z. -P. Wang, H. -R. Su, J. Qiao, H. Han, H. -N. Wu, L. Huang

Pages: 2281 - 2295

18) Mechanism-Guided Virtual Sample Generation With Interval Type-2 Fuzzy Regulation: Application to Municipal Solid Waste Incineration

Author(s): J. Zhuang, H. Ding, J. Qiao

Pages: 2296 - 2307

19) Intensively Quantized Integrated Fuzzy Neural Network for High-Accuracy Image Classification

Author(s): J. Yao, Y. Guo

Pages: 2308 - 2322

20) Steering Angle Tracking Control Considering the Negative Effect of Unsprung Mass for the Kingpin Steering System Based on Interval Type-2 Fuzzy Logic Approach

Author(s): Z. Ma, Z. Zhang, C. Wang, W. Zhao, W. Cao

Pages: 2323 - 2336

21) Distributed Fuzzy Proportional-Integral State Estimation Over Sensor Networks With Pull-Type Gossip Protocols and Fading Data

Author(s): Y. Wang, Z. Wang, L. Zou, F. Wang

Pages: 2337 - 2350

22) $\varepsilon$-Nash Equilibrium Model Predictive Control for Takagi–Sugeno Fuzzy Multiagent Systems: A Finite-Horizon Noncooperative Game Approach

Author(s): Y. Dong, Z. Huang, Y. Yuan

Pages: 2351 - 2362

23) Dynamic Trend Modeling With Joint Interval Fuzzy Information Granulation: A Framework for Long-Term Forecasting of Interval-Valued Time Series

Author(s): Y. Jiang, F. Yu, W. Zeng, C. Ouyang, F. Li, J. Wang

Pages: 2363 - 2377

24) Multivariate Prediction Model With Adaptive Kernel Configuration Based on Asymmetric Transfer Entropy and Fuzzy $C$-Means in CNN-Transformer

Author(s): H. Hu, J. Zhan, J. H. Yoon, W. Ding

Pages: 2378 - 2392

25) Three-Way Conflict Resolution in Fuzzy Situation Tables With Nonlinear Conflict Functions

Author(s): J. Liu, M. Hu, W. Ding, W. Pedrycz, G. Lang

Pages: 2393 - 2407

26) A Predefined-Time Convergent Dual-Channel Fuzzy Attention RNN for Motion Planning of Robotic Systems: Application to Robot-Assisted Puncture

Author(s): B. Zheng, C. Li, D. Yan, Z. Zhang, J. Yu, P. X. Liu

Pages: 2408 - 2422

Wednesday, 1 July 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 7, July 2026

1) Emerging Synergies in Causality and Deep Generative Models: A Survey

Author(s): G. Zhou, S. Xie, G. -Y. Hao, S. Chen, B. Huang, X. Xu, C. Wang, L. Zhu, L. Yao, K. Zhang

Pages: 3634 - 3652

2) Methodologies for Diffusion Model Interpretability: A Systematic Review

Author(s): T. Lakhani, J. Wu, Y. -K. Lai, Z. Ji

Pages: 3653 - 3670

3) How Artificial Intelligence and Brain Connectivity Can Inform Outcome Prediction in Drug-Resistant Epilepsy

Author(s): E. Paolini, G. Menegaz, E. Tamilia, S. F. Storti

Pages: 3671 - 3687

4) A Survey of Progress in LLM Alignment From the Perspective of Reward Design

Author(s): M. Ji, Y. Wu, Z. Wu, S. Wang, J. Yang, M. Dras, U. Naseem

Pages: 3688 - 3702

5) Deployment-Aware Compression of Large Language Models for Edge Intelligence: A System-Level Survey

Author(s): E. Dritsas, M. Trigka

Pages: 3703 - 3718

6) Expanding Horizons of Level Diversity via Multiobjective Evolutionary Learning

Author(s): Q. Zhang, Z. Wang, Y. Li, K. Zhang, B. Yuan, J. Liu

Pages: 3719 - 3731

7) Federated Semi-Supervised Learning with Annotation Heterogeneity

Author(s): X. Shang, G. Huang, Y. Lu, J. Lou, B. Han, Y. -m. Cheung, H. Wang

Pages: 3732 - 3747

8) 1D-CXNet and 3D-CXNet: Enhancing Accuracy in Noncontact HR Monitoring With Limited Computational Resources

Author(s): A. A. Anil, S. Karthik, C. D. J. Poppen, M. Sivaprakasam, J. Joseph

Pages: 3748 - 3758

9) A Transducer-Adaptive Denoising Model for Medical Ultrasound Imaging

Author(s): M. Jiang, C. You, X. Li, X. Xiong, J. Li, M. Wang, Y. Guo, Y. Xiao, Y. Bai, D. Wu, T. Tan

Pages: 3759 - 3771

10) Inner-Probe: Discovering Copyright-Related Data Generation in LLM Architecture

Author(s): Q. Ma, R. -J. Zhu, P. Liu, R. Yan, F. Zhang, L. Liang, M. Li, Z. Yu, Z. Wang, Y. Cai, T. Huang

Pages: 3772 - 3786

11) LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation

Author(s): D. Napolitano, L. Cagliero

Pages: 3787 - 3797

12) Energy-Efficient Supervised Learning With a Binary Stochastic Forward-Forward Algorithm

Author(s): R. Jaiswal, S. Datta, J. G. Makin

Pages: 3798 - 3807

13) ConSignformer: Conformer-Based Framework for Continuous Sign Language Recognition

Author(s): N. Aloysius, G. M, A. Sajjanhar, P. Nedungadi

Pages: 3808 - 3822

14) Harnessing Teacher’s Explanation for Improved Knowledge Distillation

Author(s): S. Chowdhury, B. Liang, A. Tizghadam, I. Albanese

Pages: 3823 - 3838

15) Uncertainty Estimation for Graph-Based Learning in Digital Pathology

Author(s): S. Heidari Gheshlaghi, N. Y. Soltani, M. Ganji

Pages: 3839 - 3849

16) Enhanced Masking-Differential Prompting (MDP): Defending Backdoor Attacks for Pre-trained Language Models Under Few-Shot Learning

Author(s): X. Zhong, K. W. Fok, V. L. L. Thing

Pages: 3850 - 3859

17) SWONA: Small-World Inspired Optimal Neural Architecture for Smart Neuropsychiatric Diagnostics

Author(s): S. Dwivedi, O. J. Pandey, R. M. Hegde

Pages: 3860 - 3871

18) Insider Threat Detection Using GCN and Bi-LSTM With Explicit and Implicit Graph Representations

Author(s): R. Yumlembam, B. Issac, S. M. Jacob, L. Yang, D. Krishnan

Pages: 3872 - 3883

19) ICAFS: Inter-Client-Aware Feature Selection for Vertical Federated Learning

Author(s): R. Jin, B. Tong, S. Yang, B. Hou, L. Shen

Pages: 3884 - 3896

20) Graph Machine Learning Framework for Gravimetry Data Analysis and Cavity Detection

Author(s): G. Panda, V. K. Singh, A. Kumar, M. Saharia, S. Kumar

Pages: 3897 - 3912

21) Enhancing Robustness in Deep Convolutional Neural Networks Through Multiresolution Learning

Author(s): H. Zhou, Y. Liang

Pages: 3913 - 3925

22) Occupant-Aware Deep Learning Model for Energy Prediction in Smart Buildings

Author(s): M. Jayashankara, B. Adhirathan, P. Chanak, S. K. Singh

Pages: 3926 - 3937

23) Finite-Time Bipartite Synchronization of Delayed Antagonistic Memristive Neural Networks: Optimizing Event-Triggered Controller Parameters

Author(s): X. Si, Z. Wang, X. Huang, M. Xiao

Pages: 3938 - 3949

24) Learning From M-Tuple Dominant Positive and Unlabeled Data

Author(s): J. Qin, J. Li, C. Hua, Y. Yang

Pages: 3950 - 3964

25) $\ell_{0}$-Norm Penalty Embedded Feature Selection in Universum Learning

Author(s): C. Li, J. Yin, Y. Shao, Y. Pan, W. Chen, Y. Song, I. W. Tsang

Pages: 3965 - 3978

26) DeepFilter: A Transformer-Style Framework for Accurate and Efficient Process Monitoring

Author(s): H. Wang, Z. Chen, L. Pan, X. Jiang, Y. Song, Q. He, X. Liu

Pages: 3979 - 3989

27) UNA-SAC: An Uncertainty-Aware Nonlinear Arbitration Method for Human–AI Shared Control

Author(s): S. Jiang, Y. -B. Zhao, Y. Kang, F. Xie, Y. -S. Zhao

Pages: 3990 - 4003

28) Alleviating Seasickness Through Brain–Computer Interface-Based Attention Shift

Author(s): X. Bao, K. Xu, J. Zhu, H. Huang, Q. Huang, Y. Li

Pages: 4004 - 4015

29) Smartphone-Based Noninvasive Automatic Dengue Detection Using Fingertip Video

Author(s): M. Mahmuda, B. Barkatullah, M. A. Rahman, J. Akter, N. Jahan, T. R. Prome, E. Haque, F. Ahmed

Pages: 4016 - 4030

30) Co-LLIETrack: Cotrained Low Light Image Enhancement Tracker for UAV Tracking

Author(s): V. Nageli, A. Jamal, R. K. Sai S Gorthi

Pages: 4031 - 4043

31) From Generation to Detection: Multimodal Generative AI and the Threat of Automated Misinformation

Author(s): R. Kumar, P. Bansal, S. Singh, S. Saha, A. Jatowt

Pages: 4044 - 4056

32) Acknowledging Valued Perspectives! User-Assisted Summarization by Leveraging Opinions and LLMs

Author(s): R. Kumar, T. Gupta, K. Kalra, S. Saha

Pages: 4057 - 4068

33) A Multitask GRU Deep Learning Model for Early Stage Prediction of Spatial Spread

Author(s): . Rimjhim, S. K. Dandapat

Pages: 4069 - 4080

34) Handling Condition-Aware Noise and Outlier Disparities: A Transfer Learning Framework for Robust Cross-Domain Process Monitoring

Author(s): K. Zhong, W. Zhang, Z. Fan, D. Huang

Pages: 4081 - 4093

35) A Hybrid KAN-ANN Based Model for Interpretable and Enhanced Short-Term Load Forecasting

Author(s): B. Jiang, Y. Wang, Q. Wang, H. Geng

Pages: 4094 - 4105

36) Histoformer: A Frequency Domain-Based Convolutional Transformer for Improved Breast Cancer Classification

Author(s): Babita, D. R. Nayak

Pages: 4106 - 4117

37) ECG-Based Seizure Prediction Using Progressive Feature Fusion Mamba

Author(s): K. Shu, L. Wu, C. Yu, A. Liu, R. Qian, X. Chen

Pages: 4118 - 4133

38) From Numerals to Letters: A Meta Learning-Based Robotic Calligraphy System

Author(s): X. Chang, Z. -H. Guo, F. Chao, L. Yang, C. Shang, N. Copner, C. Finlayson, Q. Shen

Pages: 4134 - 4145

39) Online Safety-Embedded Critic Learning for Uncertain Systems With Self-Triggered Mechanism

Author(s): Z. Shangguan, B. Yang, Q. Li, W. Xiao, X. Guan

Pages: 4146 - 4160

40) An Evidential Deep Neural Network for Set-Valued Classification and Novelty Detection

Author(s): L. Jiao, X. Xiao, S. Gou, Q. Pan

Pages: 4161 - 4175

41) A Quantum Multilayer Perceptron for Intraoperative Nociception Prediction

Author(s): O. M. T. Abdel Deen, S. -Z. Fan, F. Doctor, J. -S. Shieh

Pages: 4176 - 4191

42) An Enhanced Air Quality Forecasting Method Integrating Feature Mode Decomposition and Multilayer Plasticity Echo State Network

Author(s): X. Xu, J. Liu, L. Hu, X. Miao, Y. Li, S. Liu

Pages: 4192 - 4206

43) A Semisupervised Domain Adaptation Framework Using Dynamic Distribution Alignment and Manifold Regularization

Author(s): M. G. Rahman, M. Z. Islam

Pages: 4207 - 4220

44) LDDER: Learning Distinguishable and Dynamically Enhanced Representation for Visual Reinforcement Learning

Author(s): Y. Yang, H. Xu, J. Fan, H. He, J. Shao

Pages: 4221 - 4233

Thursday, 9 July 2026

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 7, July 2026

Friday, 3 July 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 7, July 2026

Wednesday, 1 July 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 7, July 2026