IEEE Computational Intelligence Society: 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

Wednesday, 1 July 2026

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