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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：126/49  |  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：141/49  |  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：474/207  |  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：276/41  |  提交时间：2019/05/09
Multi-view  Sequential Recommendation  Recurrent Neural Network  Cold Start  
Multi-Behavioral Sequential Prediction with Recurrent Log-Bilinear Model 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 6, 页码: 1254-1267
作者:  Liu, Qiang;  Wu, Shu;  Wang, Liang
浏览  |  Adobe PDF(990Kb)  |  收藏  |  浏览/下载：308/99  |  提交时间：2018/01/03
Collaborative Filtering  Sequential Prediction  Multi-behavior  Recurrent Log-bilinear  
Spam Short Messages Detection via Mining Social Networks 期刊论文
Journal of Computer Science and Technology, 2012, 卷号: 27, 期号: 3, 页码: 506-514
作者:  Jianyun Liu;  Yuhang Zhao;  Zhaoxiang Zhang;  Yunhong Wang;  Xuemei Yuan;  Lei Hu;  Zhenjiang Dong
收藏  |  浏览/下载：139/0  |  提交时间：2017/02/09
Spam Detection  Social Network  Graph Mining  
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：474/192  |  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：501/182  |  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：385/117  |  提交时间：2016/10/20
Recommender Systems  Context-aware  Contextual Information  Context Representation  Context Operation  
Representation Learning of Temporal Dynamics for Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 7, 页码: 3010-3022
作者:  Du, Yong;  Fu, Yun;  Wang, Liang
浏览  |  Adobe PDF(4688Kb)  |  收藏  |  浏览/下载：811/347  |  提交时间：2016/06/23
Action Recognition  Hierarchical Recurrent Neural Network  Random Scale & Rotation Transformations  Skeleton