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社会媒体上下文感知的序列行为建模 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  黄晓雯
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社会媒体  序列行为建模  用户建模  序列推荐  多模态  异构信息网络  知识图谱  可解释性  
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
Authors:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
View  |  Adobe PDF(2250Kb)  |  Favorite  |  View/Download:92/42  |  Submit date:2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendatio 会议论文
, Nice, France, 2019.10.21-2019.10.27
Authors:  Huang, Xiaowen;  Fang, Quan;  Qian, Shengsheng;  Sang, Jitao;  Li, Yan;  Xu, Changsheng
View  |  Adobe PDF(2452Kb)  |  Favorite  |  View/Download:180/113  |  Submit date:2020/06/11
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:91/31  |  Submit date:2019/09/26
Network Embedding  Multimodal  Heterogeneous Network  
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:214/123  |  Submit date:2019/09/26
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:203/54  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality  
You are What You Eat: Exploring Rich Recipe Information for Cross-Region Food Analysis 期刊论文
IEEE Transactions on Multimedia, 2017, 期号: 99, 页码: 1-1
Authors:  Weiqing Min;  Bing-Kun Bao;  Shuhuan Mei;  Yaohui Zhu;  Yong Rui;  Shuqiang Jiang
View  |  Adobe PDF(26270Kb)  |  Favorite  |  View/Download:155/50  |  Submit date:2018/01/04
Non  
Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
Authors:  Ran, Zhi-Yong;  Hu, Bao-Gang
View  |  Adobe PDF(466Kb)  |  Favorite  |  View/Download:145/51  |  Submit date:2017/07/18
Parameter Identifiability  Statistical Machine Learning  
Robust Target Tracking by Online Random Forests and Superpixels 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2017, 期号: 99, 页码: 1 - 1
Authors:  Wang, Wei;  Wang, Chunping;  Liu, Si;  Zhang, Tianzhu;  Cao, Xiaochun
Adobe PDF(7365Kb)  |  Favorite  |  View/Download:191/67  |  Submit date:2018/02/07
Superpixels  Vision Tracking  Online Random Forests  Joint Discriminative Model  
A discriminative graph inferring framework towards weakly supervised image parsing 期刊论文
MULTIMEDIA SYSTEMS, 2017, 卷号: 23, 期号: 1, 页码: 5-18
Authors:  Yu, Lei;  Bao, Bing-Kun;  Xu, Changsheng
Adobe PDF(2793Kb)  |  Favorite  |  View/Download:239/95  |  Submit date:2016/04/15
Image Annotation  Appearance Model  Label Propagation  Label Localization  Image Parsing