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Multi-scale conditional reconstruction generative adversarial network 期刊论文
IMAGE AND VISION COMPUTING, 2024, 卷号: 141, 页码: 9
作者:  Chen, Yanming;  Xu, Jiahao;  An, Zhulin;  Zhuang, Fuzhen
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Generative adversarial network  Unsupervised generation  Multi-scale instance  Reconstructed losses  
Memory-Guided Multi-View Multi-Domain Fake News Detection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 7, 页码: 7178-7191
作者:  Zhu, Yongchun;  Sheng, Qiang;  Cao, Juan;  Nan, Qiong;  Shu, Kai;  Wu, Minghui;  Wang, Jindong;  Zhuang, Fuzhen
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Fake news detection  multi-domain learning  multi-view learning  memory bank  
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  
Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 736-747
作者:  Wang, Deqing;  Jing, Baoyu;  Lu, Chenwei;  Wu, Junjie;  Liu, Guannan;  Du, Chenguang;  Zhuang, Fuzhen
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Data models  Task analysis  Semantics  Learning systems  Bridges  Logistics  Vocabulary  Coarse alignment  cross-lingual sentiment classification (CLSC)  topic model  
A Comprehensive Survey on Transfer Learning 期刊论文
PROCEEDINGS OF THE IEEE, 2021, 卷号: 109, 期号: 1, 页码: 43-76
作者:  Zhuang, Fuzhen;  Qi, Zhiyuan;  Duan, Keyu;  Xi, Dongbo;  Zhu, Yongchun;  Zhu, Hengshu;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载：59/0  |  提交时间：2021/12/01
Task analysis  Semisupervised learning  Data models  Covariance matrices  Machine learning  Adaptation models  Kernel  Domain adaptation  interpretation  machine learning  transfer learning  
Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 737-748
作者:  Han, Jiayu;  Zheng, Lei;  Xu, Yuanbo;  Zhang, Bangzuo;  Zhuang, Fuzhen;  Yu, Philip S.;  Zuo, Wanli
收藏  |  浏览/下载：66/0  |  提交时间：2020/12/10
Adaptation models  Recommender systems  Feature extraction  Computational modeling  Predictive models  Task analysis  Adaptive systems  Adaptive user preference model  attention factor  convolutional neural network (CNN)  recommendation system  
Trust-embedded collaborative deep generative model for social recommendation 期刊论文
JOURNAL OF SUPERCOMPUTING, 2020, 页码: 29
作者:  Deng, Xiaoyi;  Wu, Yenchun Jim;  Zhuang, Fuzhen
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Recommender system  Deep generative model  Collaborative topic regression  Trust matrix factorization  Deep learning  
Bayesian dual neural networks for recommendation 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2019, 卷号: 13, 期号: 6, 页码: 1255-1265
作者:  He, Jia;  Zhuang, Fuzhen;  Liu, Yanchi;  He, Qing;  Lin, Fen
收藏  |  浏览/下载：303/0  |  提交时间：2019/12/10
collaborative filtering  Bayesian neural network  hybrid recommendation algorithm  
Neural variational collaborative filtering with side information for top-K recommendation 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3273-3284
作者:  Deng, Xiaoyi;  Zhuang, Fuzhen;  Zhu, Zhiguo
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Neural collaborative filtering  Variational autoencoder  Top-K recommendation  Side information  Implicit feedback