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

1) Noise-Tolerant CIM-DNNs ExplainedAuthor(s): F. -H. Meng, E. Yeu-Jer Lee, Y. Wu, Z. Wang, W. D. LuPages: 1005 – 1017 2) PromptVAD: Abnormal Prompt via Vision-Language ModelAuthor(s): S. Li, F. Liu, L. Jiao, Z. Hao, J. Wang, L. Sun, L. Li, X. Liu, P. ChenPages: 1018 – 1032 3) Multimodality Image Registration With Modality DistillationAuthor(s): X. Zhou, J. Zhao, L. […]

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IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 2, February 2026

1) Vision Mamba: A Comprehensive Survey and TaxonomyAuthor(s): X. Liu, C. Zhang, F. Huang, S. Xia, G. Wang, L. ZhangPages: 505 – 525 2) Hard Sample Mining: A New Paradigm of Efficient and Robust Model TrainingAuthor(s): L. Liu, Y. Liang, X. Yan, L. Huangfu, S. Samtani, Z. Yu, Y. Zhang, D. D. ZengPages: 526 – 546 3) FEU-Diff: A

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IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 1, January 2026

1) Privacy-Preserving Video Anomaly Detection: A SurveyAuthor(s): Yang Liu, Siao Liu, Xiaoguang Zhu, Hao Yang, Jielin Li, Juncen Guo, Liangyu Teng, Dingkang Yang, Yan Wang, Jing LiuPages: 2 – 212) SSPPI: Cross-Modality Enhanced Protein–Protein Interaction Prediction From Sequence and Structure PerspectivesAuthor(s): Xiangpeng Bi, Wenjian Ma, Huasen Jiang, Weigang Lu, Zhiqiang Wei, Shugang ZhangPages: 22 – 363) Integrating

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IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 12, December 2025

1) A Novel Approach for Perceptions of Physician Decision-Making and Latent Topic Refinement in Large Language Model-Enhanced Medical Dialog GenerationAuthor(s): Jinli Zhang, Junzhe Jiang, Fenglong Ma, Zongli Jiang, Qi Tan, Yongcheng ZhouPages: 19974 – 199852) Segment Any Cell: A SAM-Based Auto-Prompting Fine-Tuning Framework for Nuclei SegmentationAuthor(s): Saiyang Na, Yuzhi Guo, Feng Jiang, Hehuan Ma, Jean Gao,

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IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 11, November 2025

1) Knowledge-Guided Semantic Transfer Network for Few-Shot Image RecognitionAuthor(s): Zechao Li, Hao Tang, Zhimao Peng, Guo-Jun Qi, Jinhui TangPages: 19474 – 194882) Hierarchical Dynamic Graph Convolutional Network With Interpretability for EEG-Based Emotion RecognitionAuthor(s): Mengqing Ye, C. L. Philip Chen, Tong ZhangPages: 19489 – 195003) Robust and Rotation-Equivariant Contrastive LearningAuthor(s): Gairui Bai, Wei Xi, Xiaopeng Hong, Xinhui Liu, Yang

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