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Session-Based Recommendation with Graph Neural Networks 会议论文
, Honolulu, HI, 2019/01/27-2020/02/01
Authors:  Shu Wu;  Yuyuan Tang;  Yanqiao Zhu;  Liang Wang;  Xing Xie;  Tieniu Tan
Adobe PDF(1825Kb)  |  Favorite  |  View/Download:28/12  |  Submit date:2024/06/21
Molecular Contrastive Pretraining with Collaborative Featurizations 期刊论文
Journal of Chemical Information and Modeling (JCIM), 2024, 卷号: 64, 期号: 4, 页码: 1112–1122
Authors:  Yanqiao Zhu;  Dingshuo Chen;  Yuanqi Du;  Yingze Wang;  Qiang Liu;  Shu Wu
Adobe PDF(1868Kb)  |  Favorite  |  View/Download:23/9  |  Submit date:2024/06/21
Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2023, 卷号: 14, 期号: 5, 页码: 21
Authors:  Zhu, Yanqiao;  Xu, Yichen;  Yu, Feng;  Liu, Qiang;  Wu, Shu
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Cluster-aware self-training and refining  unsupervised learning  graph representation learning  
Latent Structure Mining With Contrastive Modality Fusion for Multimedia Recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 9, 页码: 9154-9167
Authors:  Zhang, Jinghao;  Zhu, Yanqiao;  Liu, Qiang;  Zhang, Mengqi;  Wu, Shu;  Wang, Liang
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Multimedia recommendation  graph structure learning  contrastive learning  
Deep Contrastive Multiview Network Embedding 会议论文
Proceedings of the 31st ACM International Conference on Information and Knowledge Management, New York, NY, USA, 2022-10-17
Authors:  Mengqi Zhang;  Yanqiao Zhu;  Qiang Liu;  Shu Wu;  Liang Wang
Adobe PDF(1307Kb)  |  Favorite  |  View/Download:151/46  |  Submit date:2023/07/03
An Empirical Study of Graph Contrastive Learning 会议论文
, Online, 2021-12
Authors:  Zhu, Yanqiao;  Xu, Yichen;  Liu, Qiang;  Wu, Shu
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Graph Contrastive Learning with Adaptive Augmentation 会议论文
, Online, 2021-4
Authors:  Zhu, Yanqiao;  Xu, Yichen;  Yu, Feng;  Liu, Qiang;  Wu, Shu;  Wang, Liang
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Structure-Enhanced Heterogeneous Graph Contrastive Learning 会议论文
, Online, 2022-3
Authors:  Zhu, Yanqiao;  Xu, Yichen;  Cui, Hejie;  Yang, Carl;  Liu, Qiang;  Wu, Shu
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Disentangled Self-Attentive Neural Networks for Click-Through Rate Prediction 会议论文
, Online, 2021-12
Authors:  Xu, Yichen;  Zhu, Yanqiao;  Yu, Feng;  Liu, Qiang;  Wu, Shu
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图自监督学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  朱彦樵
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图表达学习  自监督学习  无监督学习  对比学习  预测式学习