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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：46/17  |  提交时间：2024/06/21
Molecular Contrastive Pretraining with Collaborative Featurizations 期刊论文
Journal of Chemical Information and Modeling (JCIM), 2024, 卷号: 64, 期号: 4, 页码: 1112–1122
作者:  Yanqiao Zhu;  Dingshuo Chen;  Yuanqi Du;  Yingze Wang;  Qiang Liu;  Shu Wu
Adobe PDF(1868Kb)  |  收藏  |  浏览/下载：35/13  |  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：49/18  |  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  
A Unified Framework Based on Graph Consensus Term for Multiview Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 35, 期号: 3, 页码: 3964 - 3977
作者:  Xiangzhu Meng;  Lin Feng;  Chonghui Guo;  Huibing Wang;  Shu Wu
Adobe PDF(4280Kb)  |  收藏  |  浏览/下载：38/15  |  提交时间：2024/06/21
Improving Subgraph Recognition with Variational Graph Information Bottleneck 会议论文
, 美国路易斯安那新奥尔良, 2022
作者:  Yu, Junchi;  Cao, Jie;  He, Ran
Adobe PDF(2212Kb)  |  收藏  |  浏览/下载：43/12  |  提交时间：2024/06/03
A General Framework for Deep Supervised Discrete Hashing 期刊论文
International Journal of Computer Vision, 2020, 页码: 2204-2222
作者:  Li, Qi;  Sun, Zhenan;  He, Ran;  Tan, Tieniu
Adobe PDF(1007Kb)  |  收藏  |  浏览/下载：155/51  |  提交时间：2024/02/23
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：112/7  |  提交时间：2023/12/21
Cluster-aware self-training and refining  unsupervised learning  graph representation learning  
Deep Contrastive Multiview Network Embedding 会议论文
Proceedings of the 31st ACM International Conference on Information and Knowledge Management, New York, NY, USA, 2022-10-17
作者:  Mengqi Zhang;  Yanqiao Zhu;  Qiang Liu;  Shu Wu;  Liang Wang
Adobe PDF(1307Kb)  |  收藏  |  浏览/下载：168/52  |  提交时间：2023/07/03
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：169/57  |  提交时间：2023/07/03
Bag of Tricks for Training Data Extraction from Language Models 会议论文
, Hawaii, US, 2023-7
作者:  Yu, Weichen;  Pang, Tianyu;  Liu, Qian;  Du, Chao;  Kang, Bingyi;  Huang, Yan;  Yan, Shuicheng
Adobe PDF(2549Kb)  |  收藏  |  浏览/下载：220/79  |  提交时间：2023/07/03