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Adversarial Heterogeneous Graph Neural Network for Robust Recommendation 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 12
作者:  Sang, Lei;  Xu, Min;  Qian, Shengsheng;  Wu, Xindong
收藏  |  浏览/下载：93/0  |  提交时间：2023/11/17
Perturbation methods  Motion pictures  Training  Graph neural networks  Robustness  Semantics  Predictive models  Adversarial training (AT)  graph neural network (GNN)  heterogeneous graph  recommendation  
Knowledge Graph enhanced Neural Collaborative Filtering with Residual Recurrent Network 期刊论文
NEUROCOMPUTING, 2021, 卷号: 454, 页码: 417-429
作者:  Sang, Lei;  Xu, Min;  Qian, Shengsheng;  Wu, Xindong
收藏  |  浏览/下载：204/0  |  提交时间：2021/08/15
Recommendation system  Knowledge Graph  Relational Path Embedding  Neural Collaborative Filtering  Residual Recurrent Network  
Context-Dependent Propagating-Based Video Recommendation in Multimodal Heterogeneous Information Networks 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2019-2032
作者:  Sang, Lei;  Xu, Min;  Qian, Shengsheng;  Martin, Matt;  Li, Peter;  Wu, Xindong
收藏  |  浏览/下载：144/0  |  提交时间：2021/08/15
Semantics  Collaboration  YouTube  Australia  Visualization  Context modeling  Video recommendation  context-dependent propagating  Heterogeneous Information Network (HIN)  Network embedding  
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：374/110  |  提交时间：2019/07/12
Community question answering  Semantic embedding  Multi-modal  Multi-view  Topic model  Word embedding  
How to Estimate the Regularization Parameter for Spectral Regression Discriminant Analysis and its Kernel Version? 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 2, 页码: 211-223
作者:  Gui, Jie;  Sun, Zhenan;  Cheng, Jun;  Ji, Shuiwang;  Wu, Xindong
收藏  |  浏览/下载：157/0  |  提交时间：2015/08/12
Kernel Methods  Perturbation Linear Discriminant Analysis  Regularization Parameter Estimation  Spectral Regression Discriminant Analysis  
News Filtering and Summarization on the Web 期刊论文
IEEE INTELLIGENT SYSTEMS, 2010, 卷号: 25, 期号: 5, 页码: 68-76
作者:  Wu, Xindong;  Wu, Gong-Qing;  Xie, Fei;  Zhu, Zhu;  Hu, Xue-Gang;  Lu, Hao;  Li, Huiqian
收藏  |  浏览/下载：176/0  |  提交时间：2015/11/08
Supervised tensor learning 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2007, 卷号: 13, 期号: 1, 页码: 1-42
作者:  Dacheng Tao;  Xuelong Li;  Xindong Wu;  Weiming Hu;  Stephen J. Maybank
收藏  |  浏览/下载：197/0  |  提交时间：2015/11/08
Convex Optimization  Supervised Learning  Tensor  Alternating Projection