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CASIA OpenIR
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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：139/50  |  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：157/53  |  提交时间：2023/07/03
Disentangled Item Representation for Recommender Systems 期刊论文
Transactions on Intelligent Systems and Technology (TIST), 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Cui Zeyu;  Yu Feng;  Wu Shu;  Liu Qiang;  Wang Liang
Adobe PDF(4552Kb)  |  收藏  |  浏览/下载：211/58  |  提交时间：2021/06/17
Representation learning  Recommender systems  Attribute disentangling  
Motif-aware Sequential Recommendation 会议论文
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, 2021-7-11
作者:  Cui Zeyu;  Cai Yinjiang;  Wu Shu;  Ma Xibo;  Wang Liang
Adobe PDF(609Kb)  |  收藏  |  浏览/下载：388/76  |  提交时间：2021/06/17
Sequential recommendation  Graph structure  Motif  
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：284/28  |  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：281/43  |  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：316/101  |  提交时间：2018/01/03
Collaborative Filtering  Sequential Prediction  Multi-behavior  Recurrent Log-bilinear  
A Dynamic Recurrent Model for Next Basket Recommendation 会议论文
In Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2016, pisa, July 17-21
作者:  Yu, Feng;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Tan, Tieniu
浏览  |  Adobe PDF(639Kb)  |  收藏  |  浏览/下载：1011/470  |  提交时间：2016/10/24
Next Basket Recommendation  Recurrent Neural Network  
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts 会议论文
In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI), 2016, Phoenix, February 12–17
作者:  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Tan, Tieniu
浏览  |  Adobe PDF(688Kb)  |  收藏  |  浏览/下载：1276/563  |  提交时间：2016/10/24
Contextual Information  Recurrent Neural Networks  
Context-aware Sequential Recommendation 会议论文
In Proceedings of the IEEE International Conference on Data Mining (ICDM), Barcelona, 2016-12
作者:  Liu, Qiang;  Wu, Shu;  Wang, Diyi;  Li, Zhaokang;  Wang, Liang
浏览  |  Adobe PDF(254Kb)  |  收藏  |  浏览/下载：498/182  |  提交时间：2016/10/24
Sequential Recommendation  Contextual Information  Recurrent Neural Networks