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IEEE Transactions on Neural Networks and Learning Systems|May 21, 2025
OR-Gate Mixup Multiscale Spectral Graph Neural Network for Node Anomaly DetectionZekang Li, Ruonan Liu, Dongyue Chen, et al.
IEEE Transactions on Neural Networks and Learning Systems|May 15, 2025
Bi-PIL: Bidirectional Gradient-Free Learning Scheme for Multilayer Neural NetworksKe Wang, Binghong Liu, Pandi Liu, et al.
IEEE Transactions on Neural Networks and Learning Systems|May 15, 2025
Adaptive Hardness-Driven Augmentation and Alignment Strategies for Multisource Domain AdaptationsYuxiang Yang, Xinyi Zeng, Pinxian Zeng, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 11, 2025
Online Self-Triggered Transmission Control With Critic Learning for Discrete Nonlinear SystemsLingzhi Hu, Ding Wang, Jin Ren, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 11, 2025
Distributed Model-Free Adaptive Learning Control of Discrete-Time Nonlinear Multiagent SystemsYong-Sheng Ma, Wei-Wei Che, Shi-Xu Xu, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 11, 2025
A Dynamics Theory of RMSProp-Based Implicit Regularization in Deep Low-Rank Matrix FactorizationJian Cao, Chen Qian, Yihui Huang, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 12, 2025
Chain-of-Situation Aware Progressive Inference LearningYang Liu, Fang Liu, Licheng Jiao, et al.
IEEE Transactions on Neural Networks and Learning Systems|May 9, 2025
Multistate Temporal Difference Target for Model-Free Reinforcement LearningWuhao Wang, Zhiyong Chen, Lepeng Zhang
IEEE Transactions on Neural Networks and Learning Systems|May 7, 2025
CellMix: A General Instance Relationship-Based Method for Data Augmentation Toward Pathology Image ClassificationTianyi Zhang, Zhiling Yan, Chunhui Li, et al.
IEEE Transactions on Neural Networks and Learning Systems|August 20, 2025
Toward the Extension and Enhanced Representation for Ambiguous Query With Search Heterogeneous Graph LearningYouli Fang, Guosun Zeng
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