Computational Intelligence: IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 3, March 2026

1) Noise-Tolerant CIM-DNNs Explained

Author(s): F. -H. Meng, E. Yeu-Jer Lee, Y. Wu, Z. Wang, W. D. Lu

Pages: 1005 - 1017

2) PromptVAD: Abnormal Prompt via Vision-Language Model

Author(s): S. Li, F. Liu, L. Jiao, Z. Hao, J. Wang, L. Sun, L. Li, X. Liu, P. Chen

Pages: 1018 - 1032

3) Multimodality Image Registration With Modality Distillation

Author(s): X. Zhou, J. Zhao, L. Chen, G. Vivone, Y. Liu, J. Nie, H. Liu

Pages: 1033 - 1047

4) Tensor Multi-Subspace Representation for Remote Sensing Image Mixed Noise Removal

Author(s): J. -H. Yang, H. -C. Li, M. Ding, X. -L. Zhao, W. -Y. Hu

Pages: 1048 - 1062

5) FIESTA: Fourier-Based Semantic Augmentation With Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation

Author(s): K. Oh, E. Jeon, D. -W. Heo, Y. Shin, H. -I. Suk

Pages: 1063 - 1077

6) Progressive Feedforward Collapse of ResNet Training

Author(s): S. Wang, K. Gai, S. Zhang

Pages: 1078 - 1091

7) Treasure Hunting: Embodied Contrastive Learning-Enhanced Coarse-to-Fine Object Seeking With Explorer and Discriminator Cooperation

Author(s): B. Chen, J. Kang, H. Yang, P. Zhong, R. Fan, J. Wang

Pages: 1092 - 1106

8) SAFT: Real-Time Tracking and Mapping With Self-Supervised Robust Stereo Matching for Underwater Vehicles

Author(s): Y. Cao, X. Hui, X. Bai, Y. Wang, S. Wang, M. Tan

Pages: 1107 - 1118

9) Multimodal Knowledge Graph Completion by Cross-Modal Interaction With Similarity Enhancing and Difference Embracing

Author(s): L. Hao, Y. Hu, T. Bie, H. Jiang, J. Gao, Y. Sun, B. Yin

Pages: 1119 - 1133

10) Be Reliable: An Interpretable Attribute-Oriented Representation Learning Framework

Author(s): Z. Fang, S. Du, Y. Zou, Y. Tan, N. Song, S. Wang

Pages: 1134 - 1148

11) Generalizable Multistage Assembly via One-Shot Category-Level Demonstration

Author(s): Y. Ren, Y. Cong, R. Chen, W. Cong, G. Sun

Pages: 1149 - 1162

12) PGFormer: A Prototype-Graph Transformer for Incomplete Multiview Clustering

Author(s): Y. Du, Y. Wang, Z. Wang, R. Ning, L. Li

Pages: 1163 - 1175

13) Multiscale Spatiotemporal Graph Convolutional Networks With Dynamic Delay Awareness for Traffic Forecasting

Author(s): G. Zhu, X. Zhang, Y. Niu, S. Du

Pages: 1176 - 1190

14) A Transfer Learning SSVEP Decoding Algorithm Calibrated With Single-Trial Data

Author(s): J. Jin, K. Qin, B. Z. Allison, S. Li, Y. Zhang, X. Wang, A. Cichocki

Pages: 1191 - 1205

15) Multimodal Cross-City Semantic Segmentation Based on Similarity-Inspired Fusion and Invertible Transformation Learning Network

Author(s): L. Dong, W. Jiang, Z. Xu, J. Geng

Pages: 1206 - 1220

16) HomLLM: Exploiting Semantic Homology Relationship for Fine-Grained Bird Image Classification via Large Language Models

Author(s): H. Liu, Y. Song, T. Liu, H. Zheng, L. Chen, Z. Zhang, Y. -F. Li

Pages: 1221 - 1235

17) MDSF-YOLO: Advancing Object Detection With a Multiscale Dilated Sequence Fusion Network

Author(s): Y. Sun, C. Zhang, X. Li, X. Jing, H. Kong, Q. -G. Wang

Pages: 1236 - 1247

18) Deep Reinforcement Learning for Online Reconfiguration of Active Distribution Network

Author(s): G. Hao, Y. Li, Y. Li, Y. Luo, M. Shahidehpour, Z. Zeng

Pages: 1248 - 1262

19) Single-Domain Generalization via Path Flatness-Aware Optimization of Loss Landscapes

Author(s): Z. Wang, Y. Wang, Y. Feng, J. Du, J. Tianyi Zhou, R. S. M. Goh, Y. Liu, L. Zhen

Pages: 1263 - 1276

20) Trend and Order Features for Semi-Supervised Time-Series Classification via Multitask Learning

Author(s): R. Chen, X. Yan, G. Xiao, Y. Hou, S. Zhou

Pages: 1277 - 1289

21) Semi-Supervised Breast Lesion Segmentation Using Confidence-Ranked Features and Bi-Level Prototypes

Author(s): S. Jiang, H. Wu, Y. Zhou, J. Chen, J. Qin

Pages: 1290 - 1301

22) Video to Video Generative Adversarial Network for Few-Shot Learning Based on Policy Gradient

Author(s): Y. Ma, D. Klabjan, J. Utke

Pages: 1302 - 1316

23) Large-Scale Multiview Clustering via Joint Learning of Anchor Representation and Multigraph Alignment

Author(s): R. Shang, J. Liu, X. Wang, J. Zhong, W. Zhang, S. Xu

Pages: 1317 - 1331

24) FGPLFA: Fine-Grained Pseudo-Labeling and Feature Alignment for Source-Free Unsupervised Domain Adaptation

Author(s): Z. Wen, Q. Li, Y. Wang, H. Shao, G. Sun

Pages: 1332 - 1346

25) Toward Reliable Offline Reinforcement Learning via Lyapunov Uncertainty Control

Author(s): K. Jiang, Y. Li, X. Tan

Pages: 1347 - 1361

26) Inhibiting Error Exacerbation in Offline Reinforcement Learning With Data Sparsity

Author(s): F. Zhang, M. Zhang, W. Chen, S. Wang, X. Zhang, J. Li, Y. Yang

Pages: 1362 - 1376

27) IML-Spikeformer: Input-Aware Multilevel Spiking Transformer for Speech Processing

Author(s): Z. Song, S. Zhang, Y. Chou, J. Wu, H. Li

Pages: 1377 - 1389

28) Boosting Few-Shot Hyperspectral Image Classification Through Dynamic Fusion and Hierarchical Enhancement

Author(s): Y. Guo, B. Fan, Y. Dai, Y. Feng, M. He

Pages: 1390 - 1404

29) CRL-MM: Context-Aware Relational Learning and Multidimensional Matching for Few-Shot Knowledge Graph Completion

Author(s): W. Jiang, F. Wu, F. Zhang, Q. Chen, Z. Zhao, S. Guo

Pages: 1405 - 1419

30) Multigranularity Deep Graph Convolutional Neural Network Node Clustering Leveraging Spatial Information

Author(s): B. Yu, H. Yang

Pages: 1420 - 1434

31) Generative Fuzzy System for Sequence-to-Sequence Learning via Rule-Based Inference

Author(s): H. Yang, Z. Deng, W. Zhang, Z. Zhao, G. Wang, K. -S. Choi

Pages: 1435 - 1448

32) PID: A Parameter-Efficient Isolation Domain-Incremental Learning Framework for Signal Modulation Classification

Author(s): G. Wang, Z. Liu, X. Zhang, Y. Chen, Y. Zhang, J. Zhu, L. Jiao

Pages: 1449 - 1462

33) FedMKD: Hybrid Feature Guided Multilayer Fusion Knowledge Distillation in Heterogeneous Federated Learning

Author(s): P. Han, H. Xiao, S. Zheng, Y. Li, G. Qi, Z. Zhu

Pages: 1463 - 1476

34) Enhancing the Policy Generalization on OOD Tasks via Latent Variable Distribution Enhancement Sampler

Author(s): S. Li, J. Lin, X. Yang, H. Zhang, P. Zhao

Pages: 1477 - 1491

35) Contrastive-Driven Diversity and Consistency Exploration in Tensorized Multiview Subspace Clustering

Author(s): X. Guo, G. -F. Lu

Pages: 1492 - 1504

Computational Intelligence

Thursday, March 19, 2026

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 3, March 2026

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