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CASIA OpenIR
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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
作者:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
浏览  |  Adobe PDF(2250Kb)  |  收藏  |  浏览/下载：310/103  |  提交时间：2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection 会议论文
MM, Nice, France, October 21 - 25, 2019
作者:  Huaiwen Zhang;  Quan Fang;  Shengsheng Qian;  Changsheng Xu
Adobe PDF(2626Kb)  |  收藏  |  浏览/下载：164/53  |  提交时间：2021/06/30
Social Media  Rumor Detection  Multi-Modal  Knowledge Graph  Memory Network  
Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering 会议论文
, Seoul, Republic of Korea, October 22 - 26, 2018
作者:  Huaiwen Zhang;  Quan Fang;  Shengsheng Qian;  Changsheng Xu
浏览  |  Adobe PDF(3204Kb)  |  收藏  |  浏览/下载：283/88  |  提交时间：2019/09/26
Deep Structured Event Modeling for User-Generated Photos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2100-2113
作者:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
浏览  |  Adobe PDF(1164Kb)  |  收藏  |  浏览/下载：364/82  |  提交时间：2018/01/03
Event Analysis  Unusual Event Detection  Deep Learning  
Exploiting Social-Mobile Information for Location Visualization 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 8, 期号: 3, 页码: 19
作者:  Sang, Jitao;  Fang, Quan;  Xu, Changsheng
浏览  |  Adobe PDF(1009Kb)  |  收藏  |  浏览/下载：352/153  |  提交时间：2017/09/12
Geotagged Photo  Point Of Interest  Location Visualization  
Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis 会议论文
, Amsterdam, The Netherlands, October 15 - 19, 2016
作者:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
浏览  |  Adobe PDF(12157Kb)  |  收藏  |  浏览/下载：482/161  |  提交时间：2017/05/08
Word-of-Mouth Understanding: Entity-Centric Multimodal Aspect-Opinion Mining in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 12, 页码: 2281-2296
作者:  Fang, Quan;  Xu, Changsheng;  Sang, Jitao;  Hossain, M. Shamim;  Muhammad, Ghulam
Adobe PDF(5572Kb)  |  收藏  |  浏览/下载：409/102  |  提交时间：2016/01/18
Application  Knowledge Mining  Probabilistic Topic Model  
Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 10, 页码: 1787-1801
作者:  Min, Weiqing;  Bao, Bing-Kun;  Xu, Changsheng;  Hossain, M. Shamim
Adobe PDF(3462Kb)  |  收藏  |  浏览/下载：361/128  |  提交时间：2015/11/04
Cross-platform  Topic Model  Recommendation  
Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data 会议论文
Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney, Ireland, July 12-17, 2015
作者:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
Adobe PDF(653Kb)  |  收藏  |  浏览/下载：341/111  |  提交时间：2016/07/14
Multi-type Relational Data Clustering  Collective Nonnegative Matrix Factorization  
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification 会议论文
Advances in Knowledge Discovery and Data Mining, Ho Chi Minh City, Vietnam, May 19, 2015 - May 22, 2015
作者:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
浏览  |  Adobe PDF(236Kb)  |  收藏  |  浏览/下载：293/67  |  提交时间：2016/07/14
Networked Data Classification  Heterogeneous Information Fusion  Collective Matrix Factorization