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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：93/4  |  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：151/51  |  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：169/55  |  提交时间：2023/07/03
GraphAIR: Graph representation learning with neighborhood aggregation and interaction 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 112, 页码: 11
作者:  Hu, Fenyu;  Zhu, Yanqiao;  Wu, Shu;  Huang, Weiran;  Wang, Liang;  Tan, Tieniu
Adobe PDF(839Kb)  |  收藏  |  浏览/下载：541/235  |  提交时间：2021/03/29
Graph representation learning  Neighborhood aggregation  Graph neural networks  Neighborhood interaction  Node classification  Link prediction  
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
Adobe PDF(979Kb)  |  收藏  |  浏览/下载：291/47  |  提交时间：2019/05/09
Multi-view  Sequential Recommendation  Recurrent Neural Network  Cold Start  
Conditional High-Order Boltzmann Machines for Supervised Relation Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 9, 页码: 4297-4310
作者:  Huang, Yan;  Wang, Wei;  Wang, Liang;  Tan, Tieniu
浏览  |  Adobe PDF(4175Kb)  |  收藏  |  浏览/下载：454/164  |  提交时间：2017/06/19
Deep Learning  High-order Boltzmann Machine  Relation Learning  Face Verification  Action Similarity Labeling  
Non-intrusive Sleep Pattern Recognition with Ubiquitous Sensing in Elderly Assistive Environment 期刊论文
Frontiers of Computer Science, 2015, 卷号: 9, 期号: 6, 页码: 966-979
作者:  Ni, Hongbo;  Wu, Shu;  Abdulrazak, Bessam;  Zhang, Daqing;  Ma, Xiaojuan;  Zhou, Xingshe
浏览  |  Adobe PDF(786Kb)  |  收藏  |  浏览/下载：348/115  |  提交时间：2016/10/24
Sleep Pattern  Elder-care  Pressure Sensor  
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：496/202  |  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：529/192  |  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
浏览  |  Adobe PDF(996Kb)  |  收藏  |  浏览/下载：408/123  |  提交时间：2016/10/20
Recommender Systems  Context-aware  Contextual Information  Context Representation  Context Operation