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Knowledge Commons of Institute of Automation,CAS
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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
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View/Download:5/0
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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
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View/Download:32/0
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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
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View/Download:3/0
  |  
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
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View/Download:70/33
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Submit date:2020/06/11
user modeling
sequential recommendation
self-attention
co-attention
meta-path
heterogenous information network
Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering
会议论文
, Nice, France, October 21 - 25, 2019
Authors:
Yingying Zhang
;
Shengsheng Qian
;
Quan Fang
;
Changsheng Xu
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Adobe PDF(4568Kb)
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View/Download:330/193
  |  
Submit date:2019/09/26
Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching
会议论文
, Nice, France, October 21 - 25, 2019
Authors:
Jun Hu
;
Shengsheng Qian
;
Quan Fang
;
Changsheng Xu
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  |  
Adobe PDF(1404Kb)
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View/Download:209/104
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Submit date:2019/09/26
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
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Adobe PDF(2452Kb)
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View/Download:149/107
  |  
Submit date:2020/06/11
A(2) CMHNE: 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: 17
Authors:
Hu, Jun
;
Qian, Shengsheng
;
Fang, Quan
;
Liu, Xueliang
;
Xu, Changsheng
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View/Download:41/0
  |  
Submit date:2019/12/16
Network embedding
multimodal
heterogeneous network
Multi-modal multi-view Bayesian semantic embedding for community question answering
期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 期号: 1, 页码: 44-58
Authors:
Lei Sang
;
Min Xu
;
Shengsheng Qian
;
Xindong Wu
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Adobe PDF(1780Kb)
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View/Download:103/37
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Submit date:2019/07/12
Community question answering
Semantic embedding
Multi-modal
Multi-view
Topic model
Word embedding
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
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  |  
Adobe PDF(4471Kb)
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View/Download:81/31
  |  
Submit date:2019/09/26
Network Embedding
Multimodal
Heterogeneous Network