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IEEE transactions on neural networks and learning systems最新文献

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PPGF: Probability Pattern-Guided Time Series Forecasting
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-27 DOI: 10.1109/tnnls.2025.3540873
Yanru Sun, Zongxia Xie, Haoyu Xing, Hualong Yu, Qinghua Hu
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引用次数: 0
Latency Adjustable Transformer Encoder for Language Understanding
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3539727
Sajjad Kachuee, Mohammad Sharifkhani
{"title":"Latency Adjustable Transformer Encoder for Language Understanding","authors":"Sajjad Kachuee, Mohammad Sharifkhani","doi":"10.1109/tnnls.2025.3539727","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3539727","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"19 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Systematic Review on Long-Tailed Learning
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3539314
Chongsheng Zhang, George Almpanidis, Gaojuan Fan, Binquan Deng, Yanbo Zhang, Ji Liu, Aouaidjia Kamel, Paolo Soda, João Gama
{"title":"A Systematic Review on Long-Tailed Learning","authors":"Chongsheng Zhang, George Almpanidis, Gaojuan Fan, Binquan Deng, Yanbo Zhang, Ji Liu, Aouaidjia Kamel, Paolo Soda, João Gama","doi":"10.1109/tnnls.2025.3539314","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3539314","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"32 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Harmonic Fast One-Step Cut: An Efficient Strategy for Spectral Clustering Optimization
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3539628
Jingwei Chen, Shasha Fu, Hui Yang, Feiping Nie
{"title":"Harmonic Fast One-Step Cut: An Efficient Strategy for Spectral Clustering Optimization","authors":"Jingwei Chen, Shasha Fu, Hui Yang, Feiping Nie","doi":"10.1109/tnnls.2025.3539628","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3539628","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"27 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DNRHP: Temporal Network Representation Learning via Hawkes Point Process
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3540195
Changtian Ying, Qi Li, Chen Wang, Donghua Yu
{"title":"DNRHP: Temporal Network Representation Learning via Hawkes Point Process","authors":"Changtian Ying, Qi Li, Chen Wang, Donghua Yu","doi":"10.1109/tnnls.2025.3540195","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3540195","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"32 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Memristor-Based Neural Network Circuit With Retrospective Revaluation Effect and Application in Intelligent Household Robots
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3539842
Junwei Sun, Yijin Shen, Yingcong Wang, Yanfeng Wang
{"title":"A Memristor-Based Neural Network Circuit With Retrospective Revaluation Effect and Application in Intelligent Household Robots","authors":"Junwei Sun, Yijin Shen, Yingcong Wang, Yanfeng Wang","doi":"10.1109/tnnls.2025.3539842","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3539842","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"30 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143507309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3540063
Zhixiang Shen, Zhao Kang
{"title":"When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning","authors":"Zhixiang Shen, Zhao Kang","doi":"10.1109/tnnls.2025.3540063","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3540063","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"1 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Meta Learning Task Representation in Multiagent Reinforcement Learning: From Global Inference to Local Inference
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3540758
Zijie Zhao, Yuqian Fu, Jiajun Chai, Yuanheng Zhu, Dongbin Zhao
{"title":"Meta Learning Task Representation in Multiagent Reinforcement Learning: From Global Inference to Local Inference","authors":"Zijie Zhao, Yuqian Fu, Jiajun Chai, Yuanheng Zhu, Dongbin Zhao","doi":"10.1109/tnnls.2025.3540758","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3540758","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"11 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3540303
Pengzhou Cheng, Zongru Wu, Wei Du, Haodong Zhao, Wei Lu, Gongshen Liu
{"title":"Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review","authors":"Pengzhou Cheng, Zongru Wu, Wei Du, Haodong Zhao, Wei Lu, Gongshen Liu","doi":"10.1109/tnnls.2025.3540303","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3540303","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"49 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
E-3SFC: Communication-Efficient Federated Learning With Double-Way Features Synthesizing
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3539869
Yuhao Zhou, Yuxin Tian, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye, Jiancheng Lv
{"title":"E-3SFC: Communication-Efficient Federated Learning With Double-Way Features Synthesizing","authors":"Yuhao Zhou, Yuxin Tian, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye, Jiancheng Lv","doi":"10.1109/tnnls.2025.3539869","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3539869","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"31 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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