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Stage-Aware Hierarchical Attentive Relational Network for Diagnosis Prediction 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 卷号: 36, 期号: 4, 页码: 1773-1784
作者:  Liping Wang;  Qiang Liu;  Mengqi Zhang;  Yaxuan Hu;  Shu Wu;  Liang Wang
Adobe PDF(2088Kb)  |  收藏  |  浏览/下载：34/13  |  提交时间：2024/06/21
Medical diagnostic imaging  Knowledge graphs  Ontologies  Codes  Data models  Predictive models  Graph neural networks  Diagnosis prediction  electronic health record  knowledge graph  relational graph neural network  
Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2023, 卷号: 14, 期号: 5, 页码: 21
作者:  Zhu, Yanqiao;  Xu, Yichen;  Yu, Feng;  Liu, Qiang;  Wu, Shu
Adobe PDF(1686Kb)  |  收藏  |  浏览/下载：102/5  |  提交时间：2023/12/21
Cluster-aware self-training and refining  unsupervised learning  graph representation learning  
Personalized graph neural networks with attention mechanism for session-aware recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 34, 期号: 8, 页码: 3946-3957
作者:  Mengqi Zhang;  Shu Wu;  Meng Gao;  Xin Jiang;  Ke Xu;  Liang Wang
Adobe PDF(1277Kb)  |  收藏  |  浏览/下载：160/53  |  提交时间：2023/07/03
Dynamic Graph Neural Networks for Sequential Recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 35, 期号: 5, 页码: 4741-4753
作者:  Mengqi Zhang;  Shu Wu;  Xueli Yu;  Qiang Liu;  Liang Wang
Adobe PDF(1269Kb)  |  收藏  |  浏览/下载：179/58  |  提交时间：2023/07/03
A hierarchical contextual attention-based network for sequential recommendation 期刊论文
NEUROCOMPUTING, 2019, 卷号: 358, 页码: 141-149
作者:  Cui, Qiang;  Wu, Shu;  Huang, Yan;  Wang, Liang
浏览  |  Adobe PDF(545Kb)  |  收藏  |  浏览/下载：292/28  |  提交时间：2019/05/09
Sequential recommendation  Recurrent neural network  Short-term interest  Context  Attention mechanism  
MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018, 期号: no, 页码: no
作者:  Qiang Cui;  Shu Wu;  Qiang Liu;  Wen Zhong;  Liang Wang
浏览  |  Adobe PDF(979Kb)  |  收藏  |  浏览/下载：298/50  |  提交时间：2019/05/09
Multi-view  Sequential Recommendation  Recurrent Neural Network  Cold Start  
Personalized ranking with pairwise Factorization Machines 期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: null, 页码: 191-200
作者:  Guo, Weiyu;  Wu, Shu;  Wang, Liang;  Tan, Tieniu
浏览  |  Adobe PDF(867Kb)  |  收藏  |  浏览/下载：511/208  |  提交时间：2016/10/24
Personalized Ranking  Adaptive Sampling  Pairwise Learning  
Coupled Topic Model for Collaborative Filtering With User-Generated Content 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 卷号: 46, 期号: 6, 页码: 908-920
作者:  Wu, Shu;  Guo, Weiyu;  Xu, Song;  Huang, Yongzhen;  Wang, Liang;  Tan, Tieniu
浏览  |  Adobe PDF(997Kb)  |  收藏  |  浏览/下载：540/195  |  提交时间：2016/10/24
Collaborative Filtering (Cf)  Recommender Systems (Rs)  Topic Model  User-generated Content (Ugc)  
Contextual Operation for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 8, 页码: 2000-2012
作者:  Wu, Shu;  Liu, Qiang;  Wang, Liang;  Tan, Tieniu
Adobe PDF(996Kb)  |  收藏  |  浏览/下载：418/128  |  提交时间：2016/10/20
Recommender Systems  Context-aware  Contextual Information  Context Representation  Context Operation  
Information-Theoretic Outlier Detection for Large-Scale Categorical Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 卷号: 25, 期号: 3, 页码: 589-602
作者:  Wu, Shu;  Wang, Shengrui
Adobe PDF(1401Kb)  |  收藏  |  浏览/下载：409/220  |  提交时间：2016/03/30
Outlier Detection  Holoentropy  Total Correlation  Outlier Factor  Attribute Weighting  Greedy Algorithms