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DMutDE: Dual-View Mutual Distillation Framework for Knowledge Graph Embeddings 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 页码: 14
作者:  Liu, Ruizhou;  Wu, Zhe;  Wu, Yiling;  Cao, Zongsheng;  Xu, Qianqian;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Training  Data models  Predictive models  Cognition  Knowledge graphs  Electronic mail  Translation  Semantics  Noise  Costs  Knowledge distillation (KD)  knowledge graph (KG)  knowledge graph embedding (KGE)  
Cell-GraphCompass: modeling single cells with graph structure foundation model 期刊论文
NATIONAL SCIENCE REVIEW, 2025, 卷号: 12, 期号: 10, 页码: 14
作者:  Fang, Chen;  Cui, Wentao;  Hu, Zhilong;  Liu, Wenhao;  Chen, Shubai;  Chang, Shaole;  Long, Qingqing;  Li, Cong;  Liu, Yana;  Jiang, Haiping;  Wang, Pengfei;  Pan, Jia;  Hu, Guoping;  Liu, Guole;  Meng, Zhen;  Zhou, Yuanchun;  Chen, Linghui;  Feng, Guihai;  Li, Xin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
single-cell  transcriptomics  foundation model  pre-training  graph neural network  knowledge embedding  
AdaE: Knowledge Graph Embedding With Adaptive Embedding Sizes 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 8, 页码: 4432-4445
作者:  Guan, Zhanpeng;  Zhang, Fuwei;  Zhang, Zhao;  Zhuang, Fuzhen;  Wang, Fei;  An, Zhulin;  Xu, Yongjun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Knowledge graphs  Adaptation models  Training  Data models  Search problems  Vectors  Overfitting  Tail  Optimization  Tensors  Knowledge graph embedding (KGE)  Data imbalance issue  Dimension selection  
SGKGE: Semantically Guided Knowledge Graph Embeddings via Complementary Latent Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 页码: 14
作者:  Liu, Ruizhou;  Cao, Zongsheng;  Wu, Zhe;  Wu, Yiling;  Xu, Qianqian;  Huang, Qingming
收藏  |  浏览/下载：44/0  |  提交时间：2025/06/25
Semantics  Manifolds  Vectors  Training  Tensors  Knowledge graphs  Animals  Translation  Tail  Matrix decomposition  Hyperbolic manifold  knowledge graph embedding (KGE)  
Construction of a large-scale maritime element semantic schema based on knowledge graph models for unmanned automated decision-making 期刊论文
FRONTIERS IN MARINE SCIENCE, 2024, 卷号: 11, 页码: 24
作者:  Li, Yong;  Liu, Xiaotong;  Wang, Zhishan;  Mei, Qiang;  Xie, Wenxin;  Yang, Yang;  Wang, Peng
收藏  |  浏览/下载：33/0  |  提交时间：2024/12/06
knowledge graph  graph embedding  intelligent maritime  ship classification  similar berth recommendation  
HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 67-83
作者:  Liu, Jing;  Zheng, Tongya;  Hao, Qinfen
收藏  |  浏览/下载：43/0  |  提交时间：2023/07/12
Graph embedding  Heterogeneous graph  Graph neural networks  Knowledge distillation  
Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 3, 页码: 630-643
作者:  Li, Manling;  Wang, Yuanzhuo;  Zhang, Denghui;  Jia, Yantao;  Cheng, Xueqi
收藏  |  浏览/下载：58/0  |  提交时间：2022/12/07
Link prediction  knowledge graph embedding  hierarchy  
Knowledge graph embedding with shared latent semantic units 期刊论文
NEURAL NETWORKS, 2021, 卷号: 139, 页码: 140-148
作者:  Zhang, Zhao;  Zhuang, Fuzhen;  Qu, Meng;  Niu, Zheng-Yu;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载：89/0  |  提交时间：2021/12/01
Knowledge graph  Reinforcement learning  Embedding  
Self-learning and embedding based entity alignment 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 59, 期号: 2, 页码: 361-386
作者:  Guan, Saiping;  Jin, Xiaolong;  Wang, Yuanzhuo;  Jia, Yantao;  Shen, Huawei;  Li, Zixuan;  Cheng, Xueqi
收藏  |  浏览/下载：153/0  |  提交时间：2019/08/16
Entity alignment  Knowledge graph  Self-learning  Embedding  
Path-specific knowledge graph embedding 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2018, 卷号: 151, 页码: 37-44
作者:  Jia, Yantao;  Wang, Yuanzhuo;  Jin, Xiaolong;  Cheng, Xueqi
收藏  |  浏览/下载：98/0  |  提交时间：2019/12/10
Path-specific  Knowledge graph embedding  Relation path