CASIA OpenIR
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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:24/9  |  Submit date:2019/09/26
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:5/1  |  Submit date:2019/09/26
Network Embedding  Multimodal  Heterogeneous Network  
Understanding Dynamic Cross-OSN Associations for Cold-Start Recommendation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 12, 页码: 3439-3451
Authors:  Sang, Jitao;  Yan, Ming;  Xu, Changsheng
Favorite  |  View/Download:25/0  |  Submit date:2019/01/08
Cross-OSN association  dynamic user modeling  cold-start recommendation  
Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering 会议论文
, Seoul, Republic of Korea, October 22 - 26, 2018
Authors:  Huaiwen Zhang;  Quan Fang;  Shengsheng Qian;  Changsheng Xu
View  |  Adobe PDF(3204Kb)  |  Favorite  |  View/Download:8/0  |  Submit date:2019/09/26
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:19/9  |  Submit date:2019/09/26
Text2Video: An End-to-end Learning Framework for Expressing Text With Videos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 9, 页码: 2360-2370
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(2281Kb)  |  Favorite  |  View/Download:123/26  |  Submit date:2018/02/07
Multimedia Storytelling  Video Analysis  Deep Learning  
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
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(1164Kb)  |  Favorite  |  View/Download:94/13  |  Submit date:2018/01/03
Event Analysis  Unusual Event Detection  Deep Learning  
Online Multimodal Multiexpert Learning for Social Event Tracking 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2733-2748
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(4742Kb)  |  Favorite  |  View/Download:8/0  |  Submit date:2019/09/25
Social Event Tracking  Topic Model  Social Media  Topic Evolution  Multimodality  
Multi-modal max-margin supervised topic model for social event analysis 期刊论文
Multimedia Tools and Applications, 2018, 期号: 99, 页码: 1–20
Authors:  Feng Xue;  Jianwei Wang;  Shengsheng Qian;  Tianzhu Zhang;  Xueliang Liu;  Changsheng Xu
View  |  Adobe PDF(2883Kb)  |  Favorite  |  View/Download:86/21  |  Submit date:2018/02/07
Social Event Classification  Multi-modal  Max-margin  Social Media  Topic Model  
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:63/1  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality