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CASIA OpenIR
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Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2023, 卷号: 19, 期号: 1s, 页码: 1-23
作者:  Song, Yaguang;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(1381Kb)  |  收藏  |  浏览/下载：201/63  |  提交时间：2023/06/12
Food recommendation  recipe calories  heterogeneous graph  selfsupervised learning  
Unsupervised Video Summarization via Relation-Aware Assignment Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3203-3214
作者:  Gao, Junyu;  Yang, Xiaoshan;  Zhang, Yingying;  Xu, Changsheng
Adobe PDF(3649Kb)  |  收藏  |  浏览/下载：334/65  |  提交时间：2021/11/03
Feature extraction  Training  Optimization  Semantics  Recurrent neural networks  Task analysis  Graph neural network  unsupervised learning  video summarization  
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
Adobe PDF(2250Kb)  |  收藏  |  浏览/下载：350/112  |  提交时间：2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
CSAN: Contextual Self-Attention Network for User Sequential Recommendation 会议论文
, Seoul, Republic of Korea, October 22-26, 2018
作者:  Xiaowen Huang;  Shengsheng Qian;  Quan Fang;  Jitao Sang;  Changsheng Xu
Adobe PDF(3198Kb)  |  收藏  |  浏览/下载：395/164  |  提交时间：2019/09/26
Cross-Domain Collaborative Learning in Social Multimedia 会议论文
, Brisbane, Australia, October 26 - 30, 2015
作者:  Shengsheng Qian;  Tianzhu Zhang;  Richang Hong;  Changsheng Xu
Adobe PDF(7002Kb)  |  收藏  |  浏览/下载：329/92  |  提交时间：2017/05/08
Deep Relative Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 4, 页码: 1845-1858
作者:  Gao, Junyu;  Zhang, Tianzhu;  Yang, Xiaoshan;  Xu, Changsheng;  Changsheng Xu
Adobe PDF(5252Kb)  |  收藏  |  浏览/下载：599/241  |  提交时间：2017/02/23
Visual Tracking  Deep Learning  Relative Model  
A Unified Video Recommendation by Cross-Network User Modeling 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 4, 页码: 1-24
作者:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
Adobe PDF(835Kb)  |  收藏  |  浏览/下载：443/176  |  提交时间：2016/12/26
Algorithms  Experimentation  Performance  Personalized Video Recommendation  Cross-network Collaboration  User Modeling  
STCAPLRS: A Spatial-Temporal Context-Aware Personalized Location Recommendation System 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 4, 页码: 30
作者:  Fang, Quan;  Xu, Changsheng;  Hossain, M. Shamim;  Muhammad, G.
浏览  |  Adobe PDF(1480Kb)  |  收藏  |  浏览/下载：662/364  |  提交时间：2016/10/20
Algorithms  Experimentation  Performance  Location Recommendation  Topic Model  Matrix Factorization  
Cross-Domain Feature Learning in Multimedia 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 1, 页码: 64-78
作者:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng;  Xu CS(徐常胜)
浏览  |  Adobe PDF(3097Kb)  |  收藏  |  浏览/下载：387/100  |  提交时间：2016/06/27
Cross-domain  Deep Learning  Feature Learning  Multi-modal  
Robust Visual Tracking via Exclusive Context Modeling 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 1, 页码: 51-63
作者:  Zhang, Tianzhu;  Ghanem, Bernard;  Liu, Si;  Xu, Changsheng;  Ahuja, Narendra
Adobe PDF(1451Kb)  |  收藏  |  浏览/下载：291/50  |  提交时间：2016/03/19
Contextual Information  Exclusive Sparse Learning  Particle Filter  Tracking