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A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2023, 页码: 20
作者:  Zhu, Xiaofei;  Liu, Yidan;  Chen, Zhuo;  Chen, Xu;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载:11/0  |  提交时间:2024/05/20
Argument mining  Argument pair extraction  Transformer  Graph convolutional network  
CNIM-GCN: Consensus Neighbor Interaction-based Multi-channel Graph Convolutional Networks 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 226, 页码: 11
作者:  Zhu, Xiaofei;  Li, Chenghong;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载:19/0  |  提交时间:2023/12/04
Network representation learning  Deep learning  Graph convolutional networks  Node classification  
Dynamic global structure enhanced multi-channel graph neural network for session-based recommendation 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 624, 页码: 324-343
作者:  Zhu, Xiaofei;  Tang, Gu;  Wang, Pengfei;  Li, Chenliang;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载:29/0  |  提交时间:2023/07/12
Recommendation system  Session-based recommendation  Graph neural network  Behavior modeling  Attention model  Representation learning  
Generating effective label description for label-aware sentiment classification 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 213, 页码: 13
作者:  Zhu, Xiaofei;  Peng, Zhanwang;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载:23/0  |  提交时间:2023/07/12
Sentiment classification  Text summarization  Attention network  Sentiment analysis  
Exploring rich structure information for aspect-based sentiment classification 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2022, 页码: 21
作者:  Zhu, Ling;  Zhu, Xiaofei;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载:35/0  |  提交时间:2022/12/07
Aspect-based sentiment classification  Graph convolutional networks  Attention mechanism  Sentiment analysis  
GL-GCN: Global and Local Dependency Guided Graph Convolutional Networks for aspect-based sentiment classification 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:  Zhu, Xiaofei;  Zhu, Ling;  Guo, Jiafeng;  Liang, Shangsong;  Dietze, Stefan
收藏  |  浏览/下载:58/0  |  提交时间:2021/12/01
Graph convolutional networks  Aspect-based sentiment classification  Attention mechanism  Sentiment analysis  
Exploring user historical semantic and sentiment preference for microblog sentiment classification 期刊论文
NEUROCOMPUTING, 2021, 卷号: 464, 页码: 141-150
作者:  Zhu, Xiaofei;  Wua, Jie;  Zhu, Ling;  Guo, Jiafeng;  Yu, Ran;  Boland, Katarina;  Dietze, Stefan
收藏  |  浏览/下载:45/0  |  提交时间:2021/12/01
Microblog analysis  Sentiment classification  User historical preference  
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering 期刊论文
NEURAL PROCESSING LETTERS, 2020, 页码: 16
作者:  Zhu, Xiaofei;  Do, Khoi Duy;  Guo, Jiafeng;  Xu, Jun;  Dietze, Stefan
收藏  |  浏览/下载:59/0  |  提交时间:2020/12/10
Deep neural networks  Stacked autoencoder  Manifold constraint  Clustering  
Multi -view image clustering based on sparse coding and manifold consensus 期刊论文
NEUROCOMPUTING, 2020, 卷号: 403, 页码: 53-62
作者:  Zhu, Xiaofei;  Guo, Jiafeng;  Nejdl, Wolfgang;  Liao, Xiangwen;  Dietze, Stefan
收藏  |  浏览/下载:53/0  |  提交时间:2020/12/10
Modeling users' search sessions for high utility query recommendation 期刊论文
INFORMATION RETRIEVAL JOURNAL, 2017, 卷号: 20, 期号: 1, 页码: 4-24
作者:  Guo, Jiafeng;  Zhu, Xiaofei;  Lan, Yanyan;  Cheng, Xueqi
收藏  |  浏览/下载:55/0  |  提交时间:2019/12/12
Search behavior  Query utility  Dynamic Bayesian network  Query recommendation