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IEEE transactions on neural networks and learning systems最新文献

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ACL-QL: Adaptive Conservative Level in $Q$-Learning for Offline Reinforcement Learning
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-28 DOI: 10.1109/tnnls.2024.3497667
Kun Wu, Yinuo Zhao, Zhiyuan Xu, Zhengping Che, Chengxiang Yin, Chi Harold Liu, Qinru Qiu, Feifei Feng, Jian Tang
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引用次数: 0
Tiny Data Is Sufficient: A Generalizable CNN Architecture for Temporal Domain Long Sequence Identification
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-28 DOI: 10.1109/tnnls.2024.3494540
Chen Li, Xianwei Zheng, Chuangquan Chen, Zicong Deng, Yiqing Shu
{"title":"Tiny Data Is Sufficient: A Generalizable CNN Architecture for Temporal Domain Long Sequence Identification","authors":"Chen Li, Xianwei Zheng, Chuangquan Chen, Zicong Deng, Yiqing Shu","doi":"10.1109/tnnls.2024.3494540","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3494540","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"116 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753679","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
Knowledge-Reinforced Cross-Domain Recommendation
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-28 DOI: 10.1109/tnnls.2024.3500096
Ling Huang, Xiao-Dong Huang, Han Zou, Yuefang Gao, Chang-Dong Wang, Philip S. Yu
{"title":"Knowledge-Reinforced Cross-Domain Recommendation","authors":"Ling Huang, Xiao-Dong Huang, Han Zou, Yuefang Gao, Chang-Dong Wang, Philip S. Yu","doi":"10.1109/tnnls.2024.3500096","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3500096","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"259 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753719","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 Survey on Causal Reinforcement Learning
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-28 DOI: 10.1109/tnnls.2024.3403001
Yan Zeng, Ruichu Cai, Fuchun Sun, Libo Huang, Zhifeng Hao
{"title":"A Survey on Causal Reinforcement Learning","authors":"Yan Zeng, Ruichu Cai, Fuchun Sun, Libo Huang, Zhifeng Hao","doi":"10.1109/tnnls.2024.3403001","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3403001","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"17 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753680","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
Enhancing Session-Based Recommendation With Multi-Interest Hyperbolic Representation Networks
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-27 DOI: 10.1109/tnnls.2024.3502769
Tongcun Liu, Xukai Bao, Jiaxin Zhang, Kai Fang, Hailin Feng
{"title":"Enhancing Session-Based Recommendation With Multi-Interest Hyperbolic Representation Networks","authors":"Tongcun Liu, Xukai Bao, Jiaxin Zhang, Kai Fang, Hailin Feng","doi":"10.1109/tnnls.2024.3502769","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3502769","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"12 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753712","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
Exploiting Meta-Learned Confidences for Imbalanced Multilabel Learning
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-27 DOI: 10.1109/tnnls.2024.3502442
Zhihan Ning, Zhixing Jiang, David Zhang
{"title":"Exploiting Meta-Learned Confidences for Imbalanced Multilabel Learning","authors":"Zhihan Ning, Zhixing Jiang, David Zhang","doi":"10.1109/tnnls.2024.3502442","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3502442","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"11 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753710","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
Beyond Message-Passing: Generalization of Graph Neural Networks via Feature Perturbation for Semi-Supervised Node Classification 超越消息传递：通过特征扰动实现半监督节点分类的图神经网络泛化
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-25 DOI: 10.1109/tnnls.2024.3472897
Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim
{"title":"Beyond Message-Passing: Generalization of Graph Neural Networks via Feature Perturbation for Semi-Supervised Node Classification","authors":"Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim","doi":"10.1109/tnnls.2024.3472897","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3472897","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"8 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142712803","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
Take Your Pick: Enabling Effective Distributed Learning Within Low-Dimensional Feature Space 任君挑选：在低维特征空间内实现有效的分布式学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-25 DOI: 10.1109/tnnls.2024.3498460
Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Xinghao Wu, Jiaxing Shen, Wanyu Lin
{"title":"Take Your Pick: Enabling Effective Distributed Learning Within Low-Dimensional Feature Space","authors":"Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Xinghao Wu, Jiaxing Shen, Wanyu Lin","doi":"10.1109/tnnls.2024.3498460","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3498460","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"62 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142712467","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
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods 大型语言模型增强强化学习调查：概念、分类和方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-25 DOI: 10.1109/tnnls.2024.3497992
Yuji Cao, Huan Zhao, Yuheng Cheng, Ting Shu, Yue Chen, Guolong Liu, Gaoqi Liang, Junhua Zhao, Jinyue Yan, Yun Li
{"title":"Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods","authors":"Yuji Cao, Huan Zhao, Yuheng Cheng, Ting Shu, Yue Chen, Guolong Liu, Gaoqi Liang, Junhua Zhao, Jinyue Yan, Yun Li","doi":"10.1109/tnnls.2024.3497992","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3497992","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"66 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142712804","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 Survey on Knowledge Editing of Neural Networks 神经网络知识编辑调查
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-25 DOI: 10.1109/tnnls.2024.3498935
Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi
{"title":"A Survey on Knowledge Editing of Neural Networks","authors":"Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi","doi":"10.1109/tnnls.2024.3498935","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3498935","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"3 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142712744","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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