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Towards generalizable Graph Contrastive Learning: An information theory perspective 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 17
作者:  Yuan, Yige;  Xu, Bingbing;  Shen, Huawei;  Cao, Qi;  Cen, Keting;  Zheng, Wen;  Cheng, Xueqi
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Graph Contrastive Learning  Generalization  Information theory  
ComCo: Complementary supervised contrastive learning for complementary label learning 期刊论文
NEURAL NETWORKS, 2024, 卷号: 169, 页码: 44-56
作者:  Jiang, Haoran;  Sun, Zhihao;  Tian, Yingjie
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Complementary label learning  Weakly supervised learning  Contrastive learning  Machine learning  Representation learning  
Sweet Gradient matters: Designing consistent and efficient estimator for Zero-shot Architecture Search 期刊论文
NEURAL NETWORKS, 2023, 卷号: 168, 页码: 237-255
作者:  Yang, Longxing;  Fu, Yanxin;  Lu, Shun;  Sun, Zihao;  Mei, Jilin;  Zhao, Wenxiao;  Hu, Yu
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Zero-shot Neural Architecture Search  Low Consistency  Sweet Gradient  Sweetimator  Sweet-enhanced estimators  
UniSKGRep: A unified representation learning framework of social network and knowledge graph 期刊论文
NEURAL NETWORKS, 2023, 卷号: 158, 页码: 142-153
作者:  Shen, Yinghan;  Jiang, Xuhui;  Li, Zijian;  Wang, Yuanzhuo;  Xu, Chengjin;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载:16/0  |  提交时间:2023/07/12
Social knowledge graph  Graph representation learning  Knowledge graph  Social network  
Location-aware convolutional neural networks for graph classification 期刊论文
NEURAL NETWORKS, 2022, 卷号: 155, 页码: 74-83
作者:  Wang, Zhaohui;  Cao, Qi;  Shen, Huawei;  Xu, Bingbing;  Cen, Keting;  Cheng, Xueqi
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Graph classification  Convolutional neural networks  Location-aware  
Learning policy scheduling for text augmentation 期刊论文
NEURAL NETWORKS, 2022, 卷号: 145, 页码: 121-127
作者:  Li, Shuokai;  Ao, Xiang;  Pan, Feiyang;  He, Qing
收藏  |  浏览/下载:26/0  |  提交时间:2022/06/21
Data augmentation  Text classification  
Knowledge graph embedding with shared latent semantic units 期刊论文
NEURAL NETWORKS, 2021, 卷号: 139, 页码: 140-148
作者:  Zhang, Zhao;  Zhuang, Fuzhen;  Qu, Meng;  Niu, Zheng-Yu;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载:40/0  |  提交时间:2021/12/01
Knowledge graph  Reinforcement learning  Embedding  
Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 75-83
作者:  Xi, Dongbo;  Zhuang, Fuzhen;  Liu, Yanchi;  Zhu, Hengshu;  Zhao, Pengpeng;  Tan, Chang;  He, Qing
收藏  |  浏览/下载:46/0  |  提交时间:2021/12/01
Global transition patterns  Personal preferences  Missing POI category identification  
Leveraging maximum entropy and correlation on latent factors for learning representations 期刊论文
NEURAL NETWORKS, 2020, 卷号: 131, 页码: 312-323
作者:  He, Zhicheng;  Liu, Jie;  Dang, Kai;  Zhuang, Fuzhen;  Huang, Yalou
收藏  |  浏览/下载:293/0  |  提交时间:2020/12/10
Non-negative Matrix Factorization  Maximum entropy  Correlated latent factor learning  
Multi-representation adaptation network for cross-domain image classification 期刊论文
NEURAL NETWORKS, 2019, 卷号: 119, 页码: 214-221
作者:  Zhu, Yongchun;  Zhuang, Fuzhen;  Wang, Jindong;  Chen, Jingwu;  Shi, Zhiping;  Wu, Wenjuan;  He, Qing
收藏  |  浏览/下载:281/0  |  提交时间:2019/12/10
Domain adaptation  Multi-representation