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
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  
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
View  |  Adobe PDF(2452Kb)  |  Favorite  |  View/Download:179/113  |  Submit date:2020/06/11
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  
CSAN: Contextual Self-Attention Network for User Sequential Recommendation 会议论文
, Seoul, Republic of Korea, October 22-26, 2018
Authors:  Xiaowen Huang;  Shengsheng Qian;  Quan Fang;  Jitao Sang;  Changsheng Xu
View  |  Adobe PDF(3198Kb)  |  Favorite  |  View/Download:213/123  |  Submit date:2019/09/26
Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Mode 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(1305Kb)  |  Favorite  |  View/Download:202/54  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality  
A discriminative graph inferring framework towards weakly supervised image parsing 期刊论文
MULTIMEDIA SYSTEMS, 2017, 卷号: 23, 期号: 1, 页码: 5-18
Authors:  Yu, Lei;  Bao, Bing-Kun;  Xu, Changsheng
View  |  Adobe PDF(2793Kb)  |  Favorite  |  View/Download:239/95  |  Submit date:2016/04/15
Image Annotation  Appearance Model  Label Propagation  Label Localization  Image Parsing  
A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks 会议论文
, Mountain View, CA, USA, 2017-10-23
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(2043Kb)  |  Favorite  |  View/Download:376/204  |  Submit date:2017/12/29
Cloud-Based Multimedia Services for healthcare and other related applications 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 卷号: 66, 期号: 1, 页码: 27-29
Authors:  Hossain, M. Shamim;  Xu, Changsheng;  Artoli, A. M.;  Murshed, Manzur;  Goebel, Stefan
View  |  Adobe PDF(328Kb)  |  Favorite  |  View/Download:172/39  |  Submit date:2017/02/14
Non  
Cross-media analysis and reasoning: advances and directions 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2017, 卷号: 18, 期号: 1, 页码: 44-57
Authors:  Peng, Yu-xin;  Zhu, Wen-wu;  Zhao, Yao;  Xu, Chang-sheng;  Huang, Qing-ming;  Lu, Han-qing;  Zheng, Qing-hua;  Huang, Tie-jun;  Gao, Wen
Adobe PDF(981Kb)  |  Favorite  |  View/Download:244/92  |  Submit date:2017/05/05
Cross-media Analysis  Cross-media Reasoning  Cross-media Applications  
多媒体社会事件分析的研究与展望 期刊论文
南京信息工程大学学报(自然科学版), 2017, 期号: 6, 页码: 1-14
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(1114Kb)  |  Favorite  |  View/Download:199/93  |  Submit date:2018/02/07
多媒体  社会事件  多模态  跨平台