- Huaxu He, Shuchao Gao. A Four-Stage Structural Evolution Framework for Spiking Neural Networks: A Review and Perspective from Binary ANN to Event-Driven Models. Neural Processing Letters, 58(1):14, February 2026.
- Hui Cao, Yuanyuan Wang, Tingwei Wang. Dynamic-static partitioning mask and multi-dimensional attention mechanism for skeleton-based action recognition. Neural Processing Letters, 58(1):12, February 2026.
- Zhanming Wan, Kejin Li, Yingpei Wu. Dynamic Adversarial GNN for Real-Time Fraud Detection on Online Platforms. Neural Processing Letters, 58(1):13, February 2026.
- Li Li, Xiaoliang Zhang. Heterogeneous Gap Bridging in Cross-Media Retrieval via Deep Association Learning with Joint Distribution and Semantic Alignments. Neural Processing Letters, 58(1):16, February 2026.
- Mostafa Kamal, Walid Al-Atabany. MPDenoiseNet: Resource-Efficient Deep Learning Approach for Image Denoising. Neural Processing Letters, 58(1):7, February 2026.
- Yuting He, Zetao Jiang. Representative Sample Augmented Hateful Memes Detection. Neural Processing Letters, 58(1):4, February 2026.
- Jingdian Yang, Jingye Cai. A Global Attractor Guided Learning of Parts-based Representation for Image Clustering. Neural Processing Letters, 58(1):3, February 2026.
- Zili Jiang, Mingbing Luo, Manchun Tan. Design and Analysis of Quaternion-Valued Artificial Neural Networks for Image Encryption/Decryption. Neural Processing Letters, 58(1):6, February 2026.
- Zhonglin Wang, Jianming Wu, Xiangcheng Zhu, Ping Zhao. Secure and Private Recommendation based on Federated Graph Neural Network. Neural Processing Letters, 58(1):21, February 2026.
- Wenbin Wu, Xue Li, Hao Wang. Greedy Feature Selection Based on Residual Downhill with Sparse Regularization. Neural Processing Letters, 58(1):8, February 2026.