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Cross-Modal Retrieval via Deep and Bidirectional Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 7, 页码: 1363-1377
Authors:  He, Yonghao;  Xiang, Shiming;  Kang, Cuicui;  Wang, Jian;  Pan, Chunhong;  Xiang,Shiming
View  |  Adobe PDF(11388Kb)  |  Favorite  |  View/Download:182/36  |  Submit date:2016/06/22
Bidirectional Modeling  Convolutional Neural Network  Cross-modal Retrieval  Representation Learning  Word Embedding  
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
Authors:  Fang, Quan;  Xu, Changsheng;  Sang, Jitao;  Hossain, M. Shamim;  Muhammad, Ghulam
Adobe PDF(5572Kb)  |  Favorite  |  View/Download:130/38  |  Submit date:2016/01/18
Application  Knowledge Mining  Probabilistic Topic Model  
Knowing Verb From Object: Retagging With Transfer Learning on Verb-Object Concept Images 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 10, 页码: 1747-1759
Authors:  Sun, Chao;  Bao, Bing-Kun;  Xu, Changsheng
View  |  Adobe PDF(1897Kb)  |  Favorite  |  View/Download:94/13  |  Submit date:2015/11/04
Bayesian  Retagging  Verb-object Image  
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
Authors:  Min, Weiqing;  Bao, Bing-Kun;  Xu, Changsheng;  Hossain, M. Shamim
View  |  Adobe PDF(3462Kb)  |  Favorite  |  View/Download:103/23  |  Submit date:2015/11/04
Cross-platform  Topic Model  Recommendation  
YouTube Video Promotion by Cross-Network Association: @Britney to Advertise Gangnam Style 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 8, 页码: 1248-1261
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
Adobe PDF(2326Kb)  |  Favorite  |  View/Download:83/8  |  Submit date:2015/09/23
Cross-network Analysis  Social Media  Video Promotion  
A Unified Framework of Latent Feature Learning in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 卷号: 16, 期号: 6, 页码: 1624-1635
Authors:  Yuan, Zhaoquan;  Sang, Jitao;  Xu, Changsheng;  Liu, Yan
Adobe PDF(1544Kb)  |  Favorite  |  View/Download:92/36  |  Submit date:2015/08/12
Deep Learning  Feature Learning  India Buffet Process  Social Media  
Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 卷号: 16, 期号: 3, 页码: 796-812
Authors:  Fang, Quan;  Sang, Jitao;  Xu, Changsheng;  Rui, Yong
Adobe PDF(3238Kb)  |  Favorite  |  View/Download:112/57  |  Submit date:2015/08/12
Hypergraph Learning  Influencer Mining  Topic Modeling  
Interaction Design for Mobile Visual Search 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2013, 卷号: 15, 期号: 7, 页码: 1665-1676
Authors:  Sang, Jitao;  Mei, Tao;  Xu, Ying-Qing;  Zhao, Chen;  Xu, Changsheng;  Li, Shipeng
Adobe PDF(1473Kb)  |  Favorite  |  View/Download:72/12  |  Submit date:2015/08/12
Interaction Design  Interactive Search  Mobile Visual Search  User Interfaces  
Learn to Personalized Image Search From the Photo Sharing Websites 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2012, 卷号: 14, 期号: 4, 页码: 963-974
Authors:  Sang, Jitao;  Xu, Changsheng;  Lu, Dongyuan
Adobe PDF(1841Kb)  |  Favorite  |  View/Download:60/7  |  Submit date:2015/08/12
Personalized Image Search  Social Annotation  Tensor Factorization  Topic Model  
User-Aware Image Tag Refinement via Ternary Semantic Analysis 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2012, 卷号: 14, 期号: 3, 页码: 883-895
Authors:  Sang, Jitao;  Xu, Changsheng;  Liu, Jing
Adobe PDF(2420Kb)  |  Favorite  |  View/Download:69/16  |  Submit date:2015/08/12
Factor Analysis  Social Media  Tag Refinement  Tensor Factorization