Computational Intelligence: IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 5, May 2026

1) Deep Model Fusion: A Survey

Author(s): W. Li, Y. Peng, M. Zhang, L. Ding, H. Hu, L. Shen

Pages: 2008 - 2024

2) Survey on Efficient Large Language Models: Principles, Algorithms, Applications, and Open Issues

Author(s): J. Cheng, H. Kang, Y. Shao, N. Li, P. Chen, R. Wang, S. Long, X. Yang, L. Ma

Pages: 2025 - 2045

3) A Systematic Review of Skeleton-Based Action Recognition: Methods, Challenges, and Future Directions

Author(s): Y. Liu, R. Liu, Y. Hu, M. Wu, W. Xin, Q. Miao, S. Wu, L. Li

Pages: 2046 - 2065

4) Knowledge Graph Reasoning Based on Information Enhancement and Subgraph Alignment

Author(s): M. Li, K. Liang, Y. Lai, X. Liu

Pages: 2066 - 2078

5) Alzheimer’s Disease Risk Prediction and Pathogeny Extraction Using Fuzzy Graph Evolutionary Generative Adversarial Network

Author(s): X. -A. Bi, D. Chen, J. Wang, W. Chen, L. Xu, Y. Huang, B. Lei, X. Yi

Pages: 2079 - 2093

6) Bamboo: A Novel Session-Aware Framework With Equiangular Tight Frame Prototypes for Few-Shot Class-Incremental Learning

Author(s): X. Lu, Z. Wang, Z. Fu, X. Xu, Q. Zhang, T. Xiao, W. Du

Pages: 2094 - 2106

7) Fuzzy Logic-Enhanced Neuroadaptive Fault-Tolerant Control for Vehicular Platoons With Stochastic Disturbances and Asymmetric Spacing Constraints

Author(s): Y. Wen, X. Chen, X. Xu, A. Zhang, Y. Li

Pages: 2107 - 2120

8) DCTC-Net: Dual-Branch Cross-Fusion Transformer–CNN Architecture for Medical Image Segmentation

Author(s): R. Sun

Pages: 2121 - 2135

9) Learning Robust Discriminant Projections via Double Capped Lp-Norm Distance Metrics With “Min” Constraints

Author(s): J. Yang, X. Chen, Z. Zhang, L. Fu, Q. Ye

Pages: 2136 - 2150

10) HET: An Efficient High-Frequency Enhancement Transformer for Specific Emitter Identification

Author(s): L. Zhai, Z. Chang, S. Yang, Z. Feng, S. Mu

Pages: 2151 - 2165

11) Prediction of IDH and 1p/19q Status in Gliomas Based on Dual Structural Feature Exploration and Alignment Network

Author(s): W. Xiong, J. Cao, T. An, S. Liu, Z. Luo, W. Wang, T. Xie, Q. Feng, M. Huang

Pages: 2166 - 2180

12) Reservoir Kernels and Volterra Series

Author(s): L. Gonon, L. Grigoryeva, J. -P. Ortega

Pages: 2181 - 2192

13) Spectral-Guided Multiscale Feature-Aware Transformer for Hyperspectral Image Classification

Author(s): Z. Shu, K. Zeng, Y. Wang, S. Tang, Z. Yu, L. Xiao

Pages: 2193 - 2207

14) Sparse Bayesian Broad Learning System via Adaptive Lasso Priors for Robust Regression

Author(s): T. Chen, L. Wang, C. L. Philip Chen

Pages: 2208 - 2222

15) D2Vformer: A Flexible Time-Series Prediction Model Based on Time-Position Embedding

Author(s): X. Song, H. Wang, L. Deng, D. Wang, H. Qiu, Y. He, W. Cao, C. -S. Leung

Pages: 2223 - 2234

16) A Multilayer Spatiotemporal Correlation-Aware Graph Attention Network for Traffic Flow Prediction

Author(s): J. Liu, Y. Wang, J. Zhu, W. Bai, H. Zhang, L. Zuo, T. Zhou, K. Li

Pages: 2235 - 2249

17) Toward Better De-Raining Generalization via Rainy Characteristics Memorization and Replay

Author(s): K. Wang, X. Fu, C. Cao, C. Ge, W. Zhai, Z. -J. Zha

Pages: 2250 - 2264

18) Spatiotemporal Dynamics Modeling of Brain Activity for Human–Robot Cognitive Interaction: A Distributed-Lumped Parameter System Framework

Author(s): J. Zhang, L. Zhang, F. Mu, Z. Huang, C. Zou, R. Huang, C. Wang, H. Cheng

Pages: 2265 - 2279

19) Butterfly Residual Network: A Hybrid Approach With Spectral Transformers and Depth-Wise Convolutions for Hyperspectral Image Super-Resolution

Author(s): Y. Yang, Y. Wang, X. Xu, E. Zhao

Pages: 2280 - 2293

20) Genetic Algorithm-Based Two-Step Optimization for Precise Latent Factor Analysis

Author(s): C. Lyu, J. Cheng, X. Luo, Y. Shi

Pages: 2294 - 2306

21) Context-Aware Learning and Pattern Decomposition for Temporal Knowledge Graph Reasoning

Author(s): L. Liao, L. Zheng, J. Shang, X. Li, J. Zhong, K. Wei, Y. Tang

Pages: 2307 - 2320

22) Leader-Based Multiexpert Neural Network for High-Level Visual Tasks

Author(s): F. Zuo, J. Liu, Z. Chen, X. Shen, L. Wang, Z. Wen

Pages: 2321 - 2334

23) Graph Probabilistic Pooling: From Bernoulli to Poisson Distribution

Author(s): G. Liu, Y. Lei, M. Sun, T. Zhang, X. Wang, C. Zhou, C. Long, Z. Cui

Pages: 2335 - 2346

24) Robust Physics-Based Deep MRI Reconstruction via Diffusion Purification

Author(s): I. R. Alkhouri, S. Liang, R. Wang, Q. Qu, S. Ravishankar

Pages: 2347 - 2361

25) Multirate Industrial Process Forecasting With Hybrid Deep Learning and Adaptive Filtering

Author(s): X. Han, W. Yu, Y. Jia, T. Chai

Pages: 2362 - 2376

26) Accurate Protein–Protein Interaction Prediction: Based on Multiview Heterogeneous Graph Autoencoders and Random Masking

Author(s): S. Chen, Z. Tang, L. You, C. Yu-Chian Chen

Pages: 2377 - 2390

27) Universal Set of Observables for Forecasting Physical Systems Through Causal Embedding

Author(s): G. Manjunath, A. de Clercq, M. J. Steynberg

Pages: 2391 - 2399

28) Predicting What Matters: Training AI Models for Better Decisions

Author(s): A. S. Anand, S. Sawant, D. Peter Reinhardt, S. Gros

Pages: 2400 - 2413

29) General Network Learning Rules Based on DNA Strand Displacement for Thyroid Disease Prediction

Author(s): J. Sun, J. Li, Y. Wang, Y. Wang

Pages: 2414 - 2427

30) Optimal-Flip-Based Segmented Reinforcement Learning for Detectability Synthesis of Probabilistic Boolean Networks

Author(s): Z. Zhang, C. Bian, C. Xia, Z. Chen

Pages: 2428 - 2440

31) Spatiotemporal Topology-Informed Multiagent Reinforcement Learning Framework for Structured Multiprocess Collaborative Optimization

Author(s): D. Liu, Y. Wang, C. Liu, B. Luo, B. Huang

Pages: 2441 - 2455

32) A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning

Author(s): S. Guo, Y. Sun, J. Hu, S. Huang, H. Chen, H. Piao, L. Sun, Y. Chang

Pages: 2456 - 2468

33) Contrastive Learning-Driven Fake News Detection: Preserving Semantics, Unveiling Distortions

Author(s): Y. Yan, P. Zheng, Y. Wang

Pages: 2469 - 2481

34) Reinforcement Active Modeling for Flexible Needle Shape Prediction in Multilayer Tissues

Author(s): F. Ren, X. Wang, Y. Fang, N. Yu, J. Han

Pages: 2482 - 2496

35) Adaptive Optimal Prescribed Performance Tracking Solutions for Multiplayer Systems With Error Constraints

Author(s): Y. Lv, H. Chang, J. Zhao, Y. Tian

Pages: 2497 - 2503

36) Corrections to “Learning From M-Tuple One-vs-All Confidence Comparison Data”

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

Pages: 2504 - 2504

Computational Intelligence

Wednesday, May 6, 2026

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 5, May 2026

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