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智能感知与计算 [8]
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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
Adobe PDF(3613Kb)
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Submit date:2022/06/13
图表达学习
自监督学习
无监督学习
对比学习
预测式学习
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
Adobe PDF(598Kb)
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View/Download:64/9
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Submit date:2022/06/13
An Empirical Study of Graph Contrastive Learning
会议论文
, Online, 2021-12
Authors:
Zhu, Yanqiao
;
Xu, Yichen
;
Liu, Qiang
;
Wu, Shu
Adobe PDF(475Kb)
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Submit date:2022/06/13
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
Adobe PDF(2790Kb)
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View/Download:53/6
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Submit date:2022/06/13
Deep Active Learning for Text Classification with Diverse Interpretations
会议论文
, Queensland, Australia, 2021.11.01-2021.11.05
Authors:
Liu, Qiang
;
Zhu, Yanqiao
;
liu, Zhaocheng
;
Zhang, Yufeng
;
Wu, Shu
Adobe PDF(1506Kb)
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View/Download:53/6
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Submit date:2022/04/07
Mining Latent Structures for Multimedia Recommendation
会议论文
, Chengdu, China, 2021.10.20-2021.10.24
Authors:
Zhang, Jinghao
;
Zhu, Yanqiao
;
Liu, Qiang
;
Wu, Shu
;
Wang, Shuhui
;
Wang, Liang
Adobe PDF(3070Kb)
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Submit date:2022/04/07
GraphAIR: Graph representation learning with neighborhood aggregation and interaction
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 112, 页码: 11
Authors:
Hu, Fenyu
;
Zhu, Yanqiao
;
Wu, Shu
;
Huang, Weiran
;
Wang, Liang
;
Tan, Tieniu
Adobe PDF(839Kb)
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Submit date:2021/03/29
Graph representation learning
Neighborhood aggregation
Graph neural networks
Neighborhood interaction
Node classification
Link prediction
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
Adobe PDF(2989Kb)
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Submit date:2022/06/13