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| 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：35/8 | 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 |
| Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network 会议论文
, Toronto, Canada, 2023.07.09-2023.07.14
作者: Yao Xu; Shizhu HE; Li Cai; Kang Liu; Jun Zhao
Adobe PDF(628Kb) | 收藏 | 浏览/下载：45/14 | 提交时间：2024/06/20 |
| Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs 会议论文
, Singapore, 2023.11.06-2023.11.10
作者: Yao Xu; Shizhu HE; Cunguang Wang; Li Cai; Kang Liu; Jun Zhao
Adobe PDF(811Kb) | 收藏 | 浏览/下载：43/15 | 提交时间：2024/06/20 |
| Symbolic Knowledge Reasoning on Hyper-Relational Knowledge Graphs 期刊论文
IEEE Transactions on Big Data, 2024, 页码: accept
作者: Zikang Wang; Linjing Li; Daniel Zeng
Adobe PDF(4767Kb) | 收藏 | 浏览/下载：55/22 | 提交时间：2024/06/20
hyper-relational knowledge graph, knowledge reasoning, multi-hop reasoning |
| Information bottleneck based knowledge selection for commonsense reasoning 期刊论文
Information Sciences, 2024, 卷号: 660, 页码: 120134
作者: Zhao Yang; Yuanzhe Zhang; Pengfei Cao; Cao Liu; Jiansong Chen; Jun Zhao; Kang Liu
Adobe PDF(1069Kb) | 收藏 | 浏览/下载：65/23 | 提交时间：2024/05/30
Commonsense reasoning Knowledge selection Information bottleneck KG-augmented model |
| Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者: Xiao Wang; Guangyao Chen; Guangwu Qian; Pengcheng Gao; Xiao-Yong Wei; Yaowei Wang; Yonghong Tian; Wen Gao
Adobe PDF(3540Kb) | 收藏 | 浏览/下载：81/18 | 提交时间：2024/04/23
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning |
| 基于结构信息增强的图神经网络研究 学位论文
, 2023
作者: 呼奋宇
 Adobe PDF(4023Kb) | 收藏 | 浏览/下载：104/4 | 提交时间：2023/07/03
图神经网络 结构信息 邻居交互 注意力机制 多专家融合 多任务学习 |
| Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning 会议论文
, Austin, TX, USA, 2023-4-30
作者: Mengqi Zhang; Xuwei Xia; Qiang Liu; Shu Wu; Liang Wang
Adobe PDF(3706Kb) | 收藏 | 浏览/下载：193/61 | 提交时间：2023/07/03 |
| Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network 会议论文
, Online, June 6–11, 2021
作者: Wu HR(吴浩然); Chen W(陈炜); Xu S(徐爽); Xu B(徐波)
Adobe PDF(1394Kb) | 收藏 | 浏览/下载：232/69 | 提交时间：2023/06/26 |
