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Improving Multi-Task GNNs for Molecular Property Prediction via Missing Label Imputation 期刊论文
Machine Intelligence Research, 2023, 页码: 1-31
作者:  Fenyu Hu;  Dingshuo Chen;  Qiang Liu;  Shu Wu
Adobe PDF(5659Kb)  |  收藏  |  浏览/下载：31/11  |  提交时间：2024/06/21
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, 页码: 1-13
作者:  Qiang Liu;  Junfei Wu;  Shu Wu;  Liang Wang
Adobe PDF(1303Kb)  |  收藏  |  浏览/下载：26/7  |  提交时间：2024/06/21
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 页码: 1-14
作者:  Junfei Wu;  Weizhi Xu;  Qiang Liu;  Shu Wu;  Liang Wang
Adobe PDF(4374Kb)  |  收藏  |  浏览/下载：27/6  |  提交时间：2024/06/21
Stage-Aware Hierarchical Attentive Relational Network for Diagnosis Prediction 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 卷号: 36, 期号: 4, 页码: 1773-1784
作者:  Liping Wang;  Qiang Liu;  Mengqi Zhang;  Yaxuan Hu;  Shu Wu;  Liang Wang
Adobe PDF(2088Kb)  |  收藏  |  浏览/下载：38/14  |  提交时间：2024/06/21
Medical diagnostic imaging  Knowledge graphs  Ontologies  Codes  Data models  Predictive models  Graph neural networks  Diagnosis prediction  electronic health record  knowledge graph  relational graph neural network  
RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring 期刊论文
IEEE Transactions on Knowledge and Data Engineering, 2022, 卷号: 35, 期号: 7, 页码: 7427 - 7439
作者:  Qiang Liu;  Yingtao Luo;  Shu Wu(吴书);  Zhen Zhang;  Xiangnan Yue;  Hong Jin;  Liang Wang
Adobe PDF(1703Kb)  |  收藏  |  浏览/下载：28/12  |  提交时间：2024/06/20
Supar Sparse 3D Object Detection 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 卷号: 45, 期号: 10, 页码: 12490-12505
作者:  Fan L(范略);  Yang YX(杨禹雪);  Wang F(王峰);  Wang NY(王乃岩);  Zhang ZX(张兆翔)
Adobe PDF(5476Kb)  |  收藏  |  浏览/下载：44/6  |  提交时间：2024/06/18
目标检测  点云  自动驾驶  
Corporate Credit Ratings Based on Hierarchical Heterogeneous Graph Neural Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 257-271
作者:  Bo-Jing Feng;  Xi Cheng;  Hao-Nan Xu;  Wen-Fang Xue
Adobe PDF(2621Kb)  |  收藏  |  浏览/下载：74/17  |  提交时间：2024/04/23
Corporate credit rating, hierarchical relation, heterogeneous graph neural networks, adversarial learning  
Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2023, 卷号: 14, 期号: 5, 页码: 21
作者:  Zhu, Yanqiao;  Xu, Yichen;  Yu, Feng;  Liu, Qiang;  Wu, Shu
Adobe PDF(1686Kb)  |  收藏  |  浏览/下载：103/5  |  提交时间：2023/12/21
Cluster-aware self-training and refining  unsupervised learning  graph representation learning  
Personalized graph neural networks with attention mechanism for session-aware recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 34, 期号: 8, 页码: 3946-3957
作者:  Mengqi Zhang;  Shu Wu;  Meng Gao;  Xin Jiang;  Ke Xu;  Liang Wang
Adobe PDF(1277Kb)  |  收藏  |  浏览/下载：160/53  |  提交时间：2023/07/03
Dynamic Graph Neural Networks for Sequential Recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 35, 期号: 5, 页码: 4741-4753
作者:  Mengqi Zhang;  Shu Wu;  Xueli Yu;  Qiang Liu;  Liang Wang
Adobe PDF(1269Kb)  |  收藏  |  浏览/下载：181/58  |  提交时间：2023/07/03