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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：216/66  |  提交时间：2023/06/12
Food recommendation  recipe calories  heterogeneous graph  selfsupervised learning  
Learning to Learn a Cold-start Sequential Recommender 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2022, 卷号: 40, 期号: 2, 页码: 25
作者:  Huang, Xiaowen;  Sang, Jitao;  Yu, Jian;  Xu, Changsheng
收藏  |  浏览/下载：249/0  |  提交时间：2022/06/06
Cold-start recommendation  meta-learning  graph representation  sequential recommendation  
Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2386-2397
作者:  Wang, Wei;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(2165Kb)  |  收藏  |  浏览/下载：355/47  |  提交时间：2021/11/02
Feature extraction  Encoding  Task analysis  Semantics  Data models  Cognition  Focusing  Video-text retrieval  graph neural network  coarse-to-fine strategy  
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
浏览  |  Adobe PDF(2250Kb)  |  收藏  |  浏览/下载：362/118  |  提交时间：2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
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
浏览  |  Adobe PDF(835Kb)  |  收藏  |  浏览/下载：452/180  |  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：681/370  |  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)
Adobe PDF(3097Kb)  |  收藏  |  浏览/下载：406/111  |  提交时间：2016/06/27
Cross-domain  Deep Learning  Feature Learning  Multi-modal  
Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 12, 页码: 2259-2270
作者:  Sang, Jitao;  Deng, Zhengyu;  Lu, Dongyuan;  Xu, Changsheng
Adobe PDF(2027Kb)  |  收藏  |  浏览/下载：403/113  |  提交时间：2016/01/18
Behavior Fusion  Cross-osn User Modeling  Local Social Regularization  Personalization  Video Recommendation  
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
作者:  Min, Weiqing;  Bao, Bing-Kun;  Xu, Changsheng;  Hossain, M. Shamim
浏览  |  Adobe PDF(3462Kb)  |  收藏  |  浏览/下载：407/142  |  提交时间：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
作者:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
Adobe PDF(2326Kb)  |  收藏  |  浏览/下载：265/53  |  提交时间：2015/09/23
Cross-network Analysis  Social Media  Video Promotion