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Multimodal graph convolutional networks for high quality content recognition 期刊论文
NEUROCOMPUTING, 2020, 卷号: 412, 页码: 42-51
Authors:  Wang, Jinguang;  Hu, Jun;  Qian, Shengsheng;  Fang, Quan;  Xu, Changsheng
Favorite  |  View/Download:18/0  |  Submit date:2021/01/07
High quality content recognition  Graph convolutional networks  Positive unlabeled learning  
Knowledge-Based Topic Model for Multi-Modal Social Event Analysis 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 8, 页码: 2098-2110
Authors:  Xue, Feng;  Hong, Richang;  He, Xiangnan;  Wang, Jianwei;  Qian, Shengsheng;  Xu, Changsheng
Favorite  |  View/Download:37/0  |  Submit date:2020/08/31
Analytical models  Knowledge based systems  Social networking (online)  Data mining  Data models  Internet  Knowledge engineering  Knowledge embedding  multi-modal  topic coherence  event classification  
Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 4, 页码: 20
Authors:  Zhang, Yingying;  Fang, Quan;  Qian, Shengsheng;  Xu, Changsheng
Favorite  |  View/Download:8/0  |  Submit date:2021/01/06
Dialogue system  co-attention  adversarial learning  external knowledge  
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications(TOMM), 2020, 卷号: 16, 期号: 2, 页码: 1-24
Authors:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
View  |  Adobe PDF(2250Kb)  |  Favorite  |  View/Download:91/42  |  Submit date:2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching 会议论文
, Nice, France, October 21 - 25, 2019
Authors:  Jun Hu;  Shengsheng Qian;  Quan Fang;  Changsheng Xu
View  |  Adobe PDF(1404Kb)  |  Favorite  |  View/Download:230/113  |  Submit date:2019/09/26
Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendatio 会议论文
, Nice, France, 2019.10.21-2019.10.27
Authors:  Huang, Xiaowen;  Fang, Quan;  Qian, Shengsheng;  Sang, Jitao;  Li, Yan;  Xu, Changsheng
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Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering 会议论文
, Nice, France, October 21 - 25, 2019
Authors:  Yingying Zhang;  Shengsheng Qian;  Quan Fang;  Changsheng Xu
View  |  Adobe PDF(4568Kb)  |  Favorite  |  View/Download:352/199  |  Submit date:2019/09/26
A(2) CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 2, 页码: 17
Authors:  Hu, Jun;  Qian, Shengsheng;  Fang, Quan;  Liu, Xueliang;  Xu, Changsheng
Favorite  |  View/Download:57/0  |  Submit date:2019/12/16
Network embedding  multimodal  heterogeneous network  
Multi-modal multi-view Bayesian semantic embedding for community question answering 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 期号: 1, 页码: 44-58
Authors:  Lei Sang;  Min Xu;  Shengsheng Qian;  Xindong Wu
View  |  Adobe PDF(1780Kb)  |  Favorite  |  View/Download:126/40  |  Submit date:2019/07/12
Community question answering  Semantic embedding  Multi-modal  Multi-view  Topic model  Word embedding  
A2CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 2, 页码: 1-17
Authors:  Jun Hu;  Shengsheng Qian;  Quan Fang;  Xueliang Liu;  Changsheng Xu
View  |  Adobe PDF(4471Kb)  |  Favorite  |  View/Download:91/31  |  Submit date:2019/09/26
Network Embedding  Multimodal  Heterogeneous Network