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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
Adobe PDF(1305Kb)  |  Favorite  |  View/Download:64/1  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality  
Towards SMP Challenge: Stacking of Diverse Models for Social Image Popularity Prediction 会议论文
ACM Multimedia, Mountain View, California, United States, 2017
Authors:  Xiaowen Huang;  Yuqi Gao;  Quan Fang;  Sang JT(桑基韬);  Changsheng Xu
Adobe PDF(2327Kb)  |  Favorite  |  View/Download:91/28  |  Submit date:2017/12/29
Popularity Prediction  Social Media  Image  Flickr  
Folksonomy-Based Visual Ontology Construction and Its Applications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 4, 页码: 702-713
Authors:  Fang, Quan;  Xu, Changsheng;  Sang, Jitao;  Hossain, M. Shamim;  Ghoneim, Ahmed
Adobe PDF(1067Kb)  |  Favorite  |  View/Download:158/60  |  Submit date:2016/10/20
Knowledge Discovery  Ontology  Visual Recognition  
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:84/8  |  Submit date:2015/09/23
Cross-network Analysis  Social Media  Video Promotion  
A Probabilistic Framework for Temporal User Modeling on Microblogs” 会议论文
A Probabilistic Framework for Temporal User Modeling on Microblogs, Melbourne, Australia, 2015-10
Authors:  Sang, Jitao;  Lu, Dongyuan;  Xu, Changsheng
Adobe PDF(879Kb)  |  Favorite  |  View/Download:92/23  |  Submit date:2016/03/30
Twitter is Faster: Personalized Time-Aware Video Recommendation from Twitter to YouTube 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2014, 卷号: 11, 期号: 2
Authors:  Deng, Zhengyu;  Yan, Ming;  Sang, Jitao;  Xu, Changsheng
Adobe PDF(1287Kb)  |  Favorite  |  View/Download:116/27  |  Submit date:2015/08/12
Algorithms  Experimentation  Performance  Short-term Interest  Personalization  Video Recommendation  Time-aware  Cross-platform  
Social Event Classification via Boosted Multimodal Supervised Latent Dirichlet Allocation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2014, 卷号: 11, 期号: 2, 页码: 1-22
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu;  M. Shamim Hossain
Adobe PDF(6388Kb)  |  Favorite  |  View/Download:97/23  |  Submit date:2015/08/12
Algorithms  Experimentation  Performance  Social Event Classification  Multimodality  Supervised Lda  Adaboost  Social Media  
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:94/37  |  Submit date:2015/08/12
Deep Learning  Feature Learning  India Buffet Process  Social Media