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IEEE Transactions on Neural Networks and Learning Systems|October 28, 2025
Higher Order Cumulants-Based Method for Direct and Efficient Causal DiscoveryWei Chen, Linjun Peng, Zhiyi Huang, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 27, 2025
SNN-FT: Temporal-Coded Spiking Neural Networks for Fourier TransformShuai Wang, Haorui Zheng, Yukun Chen, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 31, 2025
Spectral Embedding Representation Based on Random Anchor Graph AggregationJie Zhou, Fengkai Li, Can Gao, et al.
IEEE Transactions on Neural Networks and Learning Systems|November 11, 2025
Evolving Fuzzy Control of Manipulator in Open Changing Scenarios Based on Offline and Online Fusion LearningTao Zhao, Jianhui Pan, Xingxing You
IEEE Transactions on Neural Networks and Learning Systems|November 6, 2025
Adapting Graph Models via Target Integrity Assessment and Source Distribution HypothesisZiyue Qiao, Xiaomin Yu, Weiyu Guo, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 6, 2025
FedMPS: Federated Learning in a Synergy of Multi-Level Prototype-Based Contrastive Learning and Soft Label GenerationWenxin Yang, Xingchen Hu, Xiubin Zhu, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 6, 2025
Learning Counterfactual Fair Representation Under Covariate Shift via RefluxYiliang Xia, Xiaohang Zhang, Zhengren Li
IEEE Transactions on Neural Networks and Learning Systems|October 13, 2025
Generalizable Offline Multiobjective Reinforcement Learning via Preference-Conditioned DiffuserYuchen Xiao, Lei Yuan, Lihe Li, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 14, 2025
Targeted Mining of Time-Interval Related PatternsShuang Liang, Lili Chen, Wensheng Gan, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 14, 2025
Unsupervised Skill Discovery Through Skill Regions DifferentiationTing Xiao, Jiakun Zheng, Rushuai Yang, et al.
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