Computational Intelligence: IEEE Transactions on Artificial Intelligence, Volume 7, Issue 6, June 2026

1) AI-Based Automatic Prostate Gland Segmentation in Multi-modal Medical Imaging: A Review

Author(s): D. Xu, R. Jin, F. Lu, D. Li, D. Xiang, L. Zhang, H. Zhou, F. Shi, W. Zhu, J. Cai, E. Gao, X. Chen, T. Peng

Pages: 3034 - 3049

2) Contrast Duality of Adversarial Learningin Network Intrusion: A Review

Author(s): S. Saini, A. Chennamaneni, B. Sawyerr

Pages: 3050 - 3067

3) Regularization in Neural Networks: A Survey and Empirical Analysis of Approaches

Author(s): C. P. Opperman, A. S. Bosman, K. M. Malan

Pages: 3068 - 3082

4) Vetaverse: Technologies, Applications, and Visions toward the Intersection of Metaverse, AI, Vehicles, and Transportation Systems

Author(s): P. Y. Zhou, J. Zhu, Y. Wang, Y. Lu, Z. Wei, H. Shi, Y. Ding, Y. Gao, Q. Huang, Y. Shi, A. Alhilal, L. -H. Lee, T. Braud, P. Hui, L. Wang

Pages: 3083 - 3103

5) TGDIP: Two-Stage Graph Information Maximization for Drug–Drug Interaction Prediction

Author(s): L. Meng, Y. He, L. Huang, Y. Zhang, W. Ding, F. Yang

Pages: 3104 - 3117

6) Heterogeneity-Aware Federated Learning for Medical Image Classification With Dynamic Parameter Optimization

Author(s): P. Sahoo, A. Tripathi, S. Saha, S. Mondal

Pages: 3118 - 3129

7) A Novel Image Inpainting Network With Self-Attention Mechanism and Residual Block

Author(s): T. Barua, T. Mahmud, T. Akter, A. Majumder, M. S. Hossain, K. Andersson

Pages: 3130 - 3145

8) Visual Safety Mapping for UAV Landings Using Ordinal Regression Networks

Author(s): S. Abdollahzadeh, M. S. Allili, A. Boulmerka, J. -F. Lapointe

Pages: 3146 - 3159

9) DWAKC: Dynamic Weighted Adaptive Kernel Convolution for Diabetic Retinopathy Grading

Author(s): S. Madarapu, S. Ari, K. Mahapatra

Pages: 3160 - 3170

10) Investigating the Robustness of Fuzzy Deep Learning on Noisy Medical Images

Author(s): B. Pandey, S. R. Dubey, D. Joshi

Pages: 3171 - 3180

11) Adversarial Training in Low-Label Regimes With Margin-Based Interpolation

Author(s): T. Ye, R. Kannan, V. K. Prasanna

Pages: 3181 - 3193

12) SeqProFT: Sequence-Only Protein Property Prediction With LoRA Finetuning

Author(s): S. Zhang, J. K. Liu

Pages: 3194 - 3204

13) ADMM-Enhanced CNN Training Framework With Global Convergence Guarantees

Author(s): C. Song, Z. Kong, S. Liu, L. Ding, B. Huang, W. Xiang, T. Huang

Pages: 3205 - 3220

14) GRACE-FL: Green Resource-Aware Communication-Efficient Federated Learning

Author(s): D. Thakur, A. Guzzo, G. Fortino, S. K. Das

Pages: 3221 - 3236

15) FedFlex: Protecting Shared Features in Vertical Federated Learning via Differential Privacy

Author(s): Y. Mi, H. Liu, Y. Xia, Y. Sun, Y. Tang, J. Guan, S. Zhou

Pages: 3237 - 3247

16) KR-SWP: Knowledge Reuse for Stripe-Wise Pruning

Author(s): Z. Huo, J. Xu, J. Wu, C. Wang, W. Huang, J. Qian

Pages: 3248 - 3258

17) Dual-Locking Learned AI Models: A PIN-Based Sparse QIM Watermarking and Adaptive Index Permutation Approach

Author(s): I. Vasic, J. Muñoz-Cádiz, B. Vasic

Pages: 3259 - 3272

18) Federated Prior Learning With Uncertainty Mitigation for Heterogeneous Distributed Devices

Author(s): F. Li, X. Chen, J. Liu, Y. Wang, H. Han

Pages: 3273 - 3287

19) CoGenT: A Unified Contrastive-Generative Framework for Time Series Classification

Author(s): Z. Liu, A. Alavi, M. Li, X. Zhang

Pages: 3288 - 3297

20) Multitask Transfer Learning in Trajectory Tracking Control Problems Using Iterative Learning Control

Author(s): J. Cui, N. -M. T. Kokolakis, K. G. Vamvoudakis, P. A. Vela

Pages: 3298 - 3313

21) A Generative AI Application for Qualitative Automatic Population of Multimedia Knowledge Graphs

Author(s): D. Benfenati, A. M. Rinaldi, C. Russo, C. Tommasino

Pages: 3314 - 3323

22) Community-Driven Contrastive Learning: Enhancing Global Representation in Graph Neural Networks

Author(s): W. Zhou, Z. Huang, S. Wang, J. Fang, Z. Jia, L. Lv, X. Xie

Pages: 3324 - 3334

23) Machine Unlearning For Alleviating Negative Transfer In Partial-Set Source-Free Unsupervised Domain Adaptation

Author(s): J. Wu, X. Yun, F. Ji, L. Peng, J. Yang

Pages: 3335 - 3345

24) QMIP: Enhancing Multiagent Reinforcement Learning Coordination Through Macro Intention Prediction

Author(s): Y. Cui, B. Luo, R. Tang, C. Yang, W. Gui

Pages: 3346 - 3360

25) Information Bottleneck for Attribution Applied to Object Detection

Author(s): B. Coelho, J. S. Cardoso

Pages: 3361 - 3369

26) A Robust Fuzzy Neural Dynamics for Collaborative Control in Multimanipulator Systems

Author(s): H. Cai, W. Tang, L. Xiao, P. Tan, Q. Zuo

Pages: 3370 - 3382

27) Interpretable CNN–LSTM Framework for Multiclass Neuromuscular Disorder Classification Using Clinically Relevant EMG Features

Author(s): A. T. Ritu, S. Hossain, M. Z. Hasan, S. Bosak, A. Hanip, T. Bhuiyan

Pages: 3383 - 3398

28) SparseAD: Sparse Query-Centric Paradigm for Efficient End-to-End Autonomous Driving

Author(s): R. Zhu, J. Zhao, D. Zhang, G. Wang, X. Chen, S. Zhang, J. Gong, Q. Zhou, W. Zhang, N. Wang, F. Tan, Z. Xu, H. Zhou, H. Yao, C. Zhang, L. Liu, X. Liu, X. Di, B. Li

Pages: 3399 - 3413

29) A Preference-Driven Methodology for Efficient Code Generation

Author(s): Y. Li, Z. Zhou, Z. Peng, J. Dong, H. You, R. Yan, S. Wen, Y. Tian, T. Huang

Pages: 3414 - 3428

30) SimLOB: Learning Representations of Limit Order Book for Financial Market Simulation

Author(s): Y. Li, Y. Wu, M. Zhong, S. Liu, P. Yang

Pages: 3429 - 3444

31) Identifier-Critic-Based Adaptive Optimal Control for USVs With Guaranteed Performance

Author(s): L. Chen, Y. Wang, Z. Miao, Y. Jiang, X. Wang, S. -L. Dai

Pages: 3445 - 3456

32) Learning Personalized Human Decision Models in Cyber Defense

Author(s): A. Ravari, G. Jiang, M. Imani, R. H. Thomson, A. A. Pyke, N. D. Bastian, T. Lan