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Self-Supervised learning for Conversational Recommendation 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2022, 卷号: 59, 期号: 6, 页码: 19
作者:  Li, Shuokai;  Xie, Ruobing;  Zhu, Yongchun;  Zhuang, Fuzhen;  Tang, Zhenwei;  Zhao, Wayne Xin;  He, Qing
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Conversational recommender system  Self-supervised learning  Knowledge  
Adaptively sharing multi-levels of distributed representations in multi-task learning 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 591, 页码: 226-234
作者:  Wang, Tianxin;  Zhuang, Fuzhen;  Sun, Ying;  Zhang, Xiangliang;  Lin, Leyu;  Xia, Feng;  He, Lei;  He, Qing
收藏  |  浏览/下载:18/0  |  提交时间:2022/12/07
Multi-task learning  Deep learning  Machine learning  
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 2, 页码: 640-652
作者:  Gu, Jingjing;  Zhou, Qiang;  Yang, Jingyuan;  Liu, Yanchi;  Zhuang, Fuzhen;  Zhao, Yanchao;  Xiong, Hui
收藏  |  浏览/下载:22/0  |  提交时间:2022/12/07
Sparse matrices  Urban areas  Satellite broadcasting  Redundancy  Predictive models  Data models  Matrix converters  Dockless bike sharing system  pattern exploitation  interpretable base matrices  flow prediction  
Follow the Title Then Read the Article: Click-Guide Network for Dwell Time Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 7, 页码: 2903-2913
作者:  Chen, Jingwu;  Zhuang, Fuzhen;  Wang, Tianxin;  Lin, Leyu;  Xia, Feng;  Du, Lihuan;  He, Qing
收藏  |  浏览/下载:42/0  |  提交时间:2021/12/01
Task analysis  Predictive models  Lifting equipment  Mobile applications  Collaboration  User experience  Article recommendation  dwell time prediction  click-guide network  
Deep Subdomain Adaptation Network for Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 4, 页码: 1713-1722
作者:  Zhu, Yongchun;  Zhuang, Fuzhen;  Wang, Jindong;  Ke, Guolin;  Chen, Jingwu;  Bian, Jiang;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载:40/0  |  提交时间:2021/12/01
Task analysis  Adaptation models  Kernel  Feature extraction  Learning systems  Semantics  Training  Domain adaptation  fine grained  subdomain  
A neural topic model with word vectors and entity vectors for short texts 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2021, 卷号: 58, 期号: 2, 页码: 11
作者:  Zhao, Xiaowei;  Wang, Deqing;  Zhao, Zhengyang;  Liu, Wei;  Lu, Chenwei;  Zhuang, Fuzhen
收藏  |  浏览/下载:31/0  |  提交时间:2021/12/01
Topic model  Short text  Variational auto-encoder  Word embedding  Entity embedding  
Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 75-83
作者:  Xi, Dongbo;  Zhuang, Fuzhen;  Liu, Yanchi;  Zhu, Hengshu;  Zhao, Pengpeng;  Tan, Chang;  He, Qing
收藏  |  浏览/下载:47/0  |  提交时间:2021/12/01
Global transition patterns  Personal preferences  Missing POI category identification