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SPMGAE: Self-purified masked graph autoencoders release robust expression power 期刊论文
NEUROCOMPUTING, 2025, 卷号: 611, 页码: 14
作者:  Song, Shuhan;  Li, Ping;  Dun, Ming;  Zhang, Yuan;  Cao, Huawei;  Ye, Xiaochun
收藏  |  浏览/下载:3/0  |  提交时间:2024/12/06
Graph neural networks  Masked graph autoencoders  Robustness  Graph adversarial attacks  
PHD-NAS: Preserving helpful data to promote Neural Architecture Search 期刊论文
NEUROCOMPUTING, 2024, 卷号: 587, 页码: 14
作者:  Lu, Shun;  Hu, Yu;  Yang, Longxing;  Mei, Jilin;  Sun, Zihao;  Tan, Jianchao;  Song, Chengru
收藏  |  浏览/下载:6/0  |  提交时间:2024/12/06
Neural architecture search  Dataset optimization  Forgetting events and remembering events  
Curricular-balanced long-tailed learning 期刊论文
NEUROCOMPUTING, 2024, 卷号: 571, 页码: 13
作者:  Xiang, Xiang;  Zhang, Zihan;  Chen, Xilin
收藏  |  浏览/下载:12/0  |  提交时间:2024/05/20
Long-tailed learning  Re-weighting loss  Curriculum learning  
DyTSCL: Dynamic graph representation via tempo-structural contrastive learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 556, 页码: 8
作者:  Li, Jianian;  Bao, Peng;  Yan, Rong;  Shen, Huawei
收藏  |  浏览/下载:17/0  |  提交时间:2023/12/04
Graph representation learning  Contrastive learning  Dynamic graph  Tempo-structural information  
Learning controllable elements oriented representations for reinforcement learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 549, 页码: 13
作者:  Yi, Qi;  Zhang, Rui;  Peng, Shaohui;  Guo, Jiaming;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Chen, Ruizhi;  Li, Ling;  Chen, Yunji
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Reinforcement learning  Representation learning  
MIFNet: Multiple instances focused temporal action proposal generation 期刊论文
NEUROCOMPUTING, 2023, 卷号: 538, 页码: 13
作者:  Wang, Lining;  Yao, Hongxun;  Yang, Haosen;  Wang, Sibo;  Jin, Sheng
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Video understanding  Temporal action proposal  Temporal action detection  Contrastive learning  Multiple instances  
Incorporating NODE with pre-trained neural differential operator for learning dynamics 期刊论文
NEUROCOMPUTING, 2023, 卷号: 528, 页码: 48-58
作者:  Gong, Shiqi;  Meng, Qi;  Wang, Yue;  Wu, Lijun;  Chen, Wei;  Ma, Zhiming;  Liu, Tie-Yan
收藏  |  浏览/下载:23/0  |  提交时间:2023/07/12
Neural ODE  Learning dynamics  Neural operator  
Balanced masking strategy for multi-label image classification 期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 64-72
作者:  Yuan, Jin;  Zhang, Yao;  Shi, Zhongchao;  Geng, Xin;  Fan, Jianping;  Rui, Yong
收藏  |  浏览/下载:27/0  |  提交时间:2023/07/12
Multi -label image classification  Data imbalance  Masking strategy  Graph neural network  
AsyLink: user identity linkage from text to geo-location via sparse labeled data 期刊论文
NEUROCOMPUTING, 2023, 卷号: 515, 页码: 174-184
作者:  Shao, Jiangli;  Wang, Yongqing;  Gao, Hao;  Shi, Boshen;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载:19/0  |  提交时间:2023/07/12
User identity linkage  User -generated text  Geo-location  
Spatial-temporal modeling for prediction of stylized human motion 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 34-42
作者:  Zhong, Chongyang;  Hu, Lei;  Xia, Shihong
收藏  |  浏览/下载:20/0  |  提交时间:2023/07/12
stylized motion  transformer  human motion prediction  spatial-temporal modeling  constant variance GMM