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Knowledge Graph enhanced Neural Collaborative Filtering with Residual Recurrent Network 期刊论文
NEUROCOMPUTING, 2021, 卷号: 454, 页码: 417-429
Authors:  Sang, Lei;  Xu, Min;  Qian, Shengsheng;  Wu, Xindong
Favorite  |  View/Download:26/0  |  Submit date:2021/08/15
Recommendation system  Knowledge Graph  Relational Path Embedding  Neural Collaborative Filtering  Residual Recurrent Network  
Context-Dependent Propagating-Based Video Recommendation in Multimodal Heterogeneous Information Networks 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2019-2032
Authors:  Sang, Lei;  Xu, Min;  Qian, Shengsheng;  Martin, Matt;  Li, Peter;  Wu, Xindong
Favorite  |  View/Download:7/0  |  Submit date:2021/08/15
Semantics  Collaboration  YouTube  Australia  Visualization  Context modeling  Video recommendation  context-dependent propagating  Heterogeneous Information Network (HIN)  Network embedding  
HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2335-2346
Authors:  Chen, Chaofan;  Qian, Shengsheng;  Fang, Quan;  Xu, Changsheng
Favorite  |  View/Download:2/0  |  Submit date:2021/11/02
Three-dimensional displays  Feature extraction  Task analysis  Layout  Logic gates  Machine learning  Two dimensional displays  Point cloud segmentation  hierarchical graph pooling  gated graph attention network  
Heterogeneous Community Question Answering via Social-Aware Multi-Modal Co-Attention Convolutional Matching 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2321-2334
Authors:  Hu, Jun;  Qian, Shengsheng;  Fang, Quan;  Xu, Changsheng
Favorite  |  View/Download:2/0  |  Submit date:2021/11/02
Visualization  Semantics  Knowledge discovery  Context modeling  Portable computers  Task analysis  Object detection  Question-answering  attention  multi-modal  social multimedia  
Fake News Detection via Multi-Modal Topic Memory Network 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 132818-132829
Authors:  Ying, Long;  Yu, Hui;  Wang, Jinguang;  Ji, Yongze;  Qian, Shengsheng
Favorite  |  View/Download:2/0  |  Submit date:2021/11/03
Feature extraction  Semantics  Social networking (online)  Visualization  Data mining  Task analysis  Training data  Fake news detection  multi-modal fusion  topic memory network  blended attention module  
Multi-Level Multi-Modal Cross-Attention Network for Fake News Detection 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 132363-132373
Authors:  Ying, Long;  Yu, Hui;  Wang, Jinguang;  Ji, Yongze;  Qian, Shengsheng
Favorite  |  View/Download:2/0  |  Submit date:2021/11/03
Feature extraction  Semantics  Visualization  Task analysis  Bit error rate  Convolutional neural networks  Social networking (online)  Multi-level neural networks  fake news detection  multi-modal fusion  
Multimodal graph convolutional networks for high quality content recognition 期刊论文
NEUROCOMPUTING, 2020, 卷号: 412, 页码: 42-51
Authors:  Wang, Jinguang;  Hu, Jun;  Qian, Shengsheng;  Fang, Quan;  Xu, Changsheng
Favorite  |  View/Download:34/0  |  Submit date:2021/01/07
High quality content recognition  Graph convolutional networks  Positive unlabeled learning  
Knowledge-Based Topic Model for Multi-Modal Social Event Analysis 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 8, 页码: 2098-2110
Authors:  Xue, Feng;  Hong, Richang;  He, Xiangnan;  Wang, Jianwei;  Qian, Shengsheng;  Xu, Changsheng
Favorite  |  View/Download:53/0  |  Submit date:2020/08/31
Analytical models  Knowledge based systems  Social networking (online)  Data mining  Data models  Internet  Knowledge engineering  Knowledge embedding  multi-modal  topic coherence  event classification  
Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 4, 页码: 20
Authors:  Zhang, Yingying;  Fang, Quan;  Qian, Shengsheng;  Xu, Changsheng
Favorite  |  View/Download:24/0  |  Submit date:2021/01/06
Dialogue system  co-attention  adversarial learning  external knowledge  
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:106/45  |  Submit date:2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network