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Multi-Granularity History Graph Network for temporal knowledge graph reasoning

delete2025-08-05
delete0
PRE
AI
J
Jun Zhu
付雁 封面图
付雁 (Yan Fu)
J
Junlin Zhou
D
Duanbing Chen *
DOI：10.1016/j.datak.2025.102496delete
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摘要

摘要

En 中文
• 单一时间粒度导致时序知识图谱建模不足。 • 对多粒度表示进行建模以演变动态时期。 • 结合各种建模方法可以提高推理能力。
Keyword:
Temporal knowledge graph
Multi-granularity representation
Dynamic periods
Reasoning ability
Time granularity

期刊

D
Data and Knowledge Engineering
IF:
2.6
论文数:
116
被引数:
1.7K

机构

U
university of electronic science and technology of china
学者数:
1.3W
论文数: 4.8K
被引数: 4
引用论文

引用论文

Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs
errProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
IF0
err2021-01-01
err0
errOAAI
errZhen Han; Zifeng Ding; Yunpu Ma; Yujia Gu; Volker Tresp
err分享
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A Survey on Knowledge Graphs: Representation, Acquisition, and Applications知识图谱综述: 表示、获取与应用
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-02-01
err1.3K
errOAAI
errJi, Shaoxiong; Pan, Shirui; Cambria, Erik; Marttinen, Pekka; Yu, Philip S.
err分享
err收藏
Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning
errProceedings of the ACM Web Conference 2023
IF0
err2023-04-30
err0
PREAI
errMengqi Zhang; Yuwei Xia; Qiang Liu; Shu Wu; Liang Wang
err分享
err收藏
Encoding Temporal Information for Time-Aware Link Prediction
errProceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
IF0
err2016-01-01
err0
errOAAI
errTingsong Jiang; Tianyu Liu; Tao Ge; Lei Sha; Sujian Li; Baobao Chang; Zhifang Sui
err分享
err收藏
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting
errProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
IF0
err2021-01-01
err0
errOAAI
errHaohai Sun; Jialun Zhong; Yunpu Ma; Zhen Han; Kun He
err分享
err收藏
Temporal knowledge graph reasoning based on relation graphs and time-guided attention mechanism基于关系图和时间导向注意机制的时间知识图推理
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-10-01
err0
PREAI
errHu, Jie; Zhu, Yinglian; Teng, Fei; Li, Tianrui
err分享
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HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
errProceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
IF0
err2018-01-01
err0
errOAAI
errShib Sankar Dasgupta; Swayambhu Nath Ray; Partha Talukdar
err分享
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Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning
errProceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
IF0
err2022-01-01
err0
errOAAI
errZixuan Li; Saiping Guan; Xiaolong Jin; Weihua Peng; Yajuan Lyu; Yong Zhu; Long Bai; Wei Li; Jiafeng Guo; Xueqi Cheng
err分享
err收藏
Multi-granularity Temporal Question Answering over Knowledge Graphs
errProceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
IF0
err2023-01-01
err0
errOAAI
errZiyang Chen; Jinzhi Liao; Xiang Zhao
err分享
err收藏
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs
errProceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
IF0
err2021-01-01
err0
errOAAI
errZixuan Li; Xiaolong Jin; Saiping Guan; Wei Li; Jiafeng Guo; Yuanzhuo Wang; Xueqi Cheng
err分享
err收藏
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