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ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
作者:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel
Adobe PDF(1054Kb)  |  收藏  |  浏览/下载：248/28  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:  Ye, Xue;  Fang, Shen;  Sun, Fang;  Zhang, Chunxia;  Xiang, Shiming
Adobe PDF(3491Kb)  |  收藏  |  浏览/下载：246/32  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
Task-aware adaptive attention learning for few-shot semantic segmentation 期刊论文
NEUROCOMPUTING, 2022, 卷号: 494, 页码: 104-115
作者:  Mao, Binjie;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(3903Kb)  |  收藏  |  浏览/下载：298/70  |  提交时间：2022/09/19
Few-shot semantic segmentation  Adaptive feature learning  Attention mechanism  Task-aware  
Self-supervised graph representation learning via bootstrapping 期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 88-96
作者:  Che, Feihu;  Yang, Guohua;  Zhang, Dawei;  Tao, Jianhua;  Liu, Tong
Adobe PDF(1379Kb)  |  收藏  |  浏览/下载：376/63  |  提交时间：2021/11/03
Graph representation learning  Self-supervised  Bootstrapping  Graph neural network  
Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification 期刊论文
NEUROCOMPUTING, 2016, 卷号: 174, 期号: 2016, 页码: 806-814
作者:  Wang, Peng;  Xu, Bo;  Xu, Jiaming;  Tian, Guanhua;  Liu, Cheng-Lin;  Hao, Hongwei
浏览  |  Adobe PDF(1127Kb)  |  收藏  |  浏览/下载：341/108  |  提交时间：2020/10/27
Short Text  Classification  Clustering  Convolutional Neural Network  Semantic Units  Word Embeddings  
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
作者:  Lei Sang;  Min Xu;  Shengsheng Qian;  Xindong Wu
浏览  |  Adobe PDF(1780Kb)  |  收藏  |  浏览/下载：403/115  |  提交时间：2019/07/12
Community question answering  Semantic embedding  Multi-modal  Multi-view  Topic model  Word embedding  
A hierarchical contextual attention-based network for sequential recommendation 期刊论文
NEUROCOMPUTING, 2019, 卷号: 358, 页码: 141-149
作者:  Cui, Qiang;  Wu, Shu;  Huang, Yan;  Wang, Liang
浏览  |  Adobe PDF(545Kb)  |  收藏  |  浏览/下载：284/28  |  提交时间：2019/05/09
Sequential recommendation  Recurrent neural network  Short-term interest  Context  Attention mechanism  
Human activity prediction using temporally-weighted generalized time warping 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 期号: 1, 页码: 139-147
作者:  Wang, Haoran;  Yang, Wankou;  Yuan, Chunfeng;  Ling, Haibin;  Hu, Weiming
浏览  |  Adobe PDF(1309Kb)  |  收藏  |  浏览/下载：386/114  |  提交时间：2017/05/05
Activity Prediction  Time Warping  Alignment  
SIFT Matching with CNN Evidences for Particular Object Retrieval 期刊论文
NEUROCOMPUTING, 2017, 卷号: 238, 期号: 238, 页码: 399-409
作者:  Zhang Guixuan;  Zeng Zhi;  Zhang Shuwu;  Zhang Yuan;  Wu Wanchun
浏览  |  Adobe PDF(2393Kb)  |  收藏  |  浏览/下载：840/326  |  提交时间：2017/05/03
Particular Object Retrieval  Bag-of-words  Sift Matching  Convolutional Neural Networks  
SERVE: Soft and Equalized Residual VEctors for image retrieval 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 期号: 0, 页码: 202-212
作者:  Li, Jun;  Xu, Chang;  Gong, Mingming;  Xing, Junliang;  Yang, Wankou;  Sun, Changyin
浏览  |  Adobe PDF(2902Kb)  |  收藏  |  浏览/下载：402/108  |  提交时间：2016/12/26
Serve  Manifolds  Multi-graph Embedding  Graph Ensemble  Image Retrieval