Temporal Knowledge Graph Forecasting with Neural ODE

13 January 2021

Zhen Han

Papers citing "Temporal Knowledge Graph Forecasting with Neural ODE"

21 / 21 papers shown

Title
Mixture Policy based Multi-Hop Reasoning over N-tuple Temporal Knowledge Graphs Zhongni Hou Miao Su Xiaolong Jin Zixuan Li Long Bai Jiafeng Guo Xueqi Cheng 14 0 0 19 May 2025
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks Ziqiang Liu Xiaoda Wang Bohan Wang Zijie Huang Carl Yang Wei-dong Jin AI4TS AI4CE 170 1 0 29 Mar 2025
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 71 1 0 17 May 2024
A Survey on Temporal Knowledge Graph: Representation Learning and Applications Lianshang Cai Xin Mao Yuhao Zhou Zhaoguang Long Changxu Wu Man Lan 29 12 0 02 Mar 2024
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion Ruilin Luo Tianle Gu Haoling Li Junzhe Li Zicheng Lin Jiayi Li Yujiu Yang AI4CE 36 7 0 11 Jan 2024
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models Zifeng Ding Heling Cai Jingpei Wu Yunpu Ma Ruotong Liao Bo Xiong Volker Tresp AI4TS 34 11 0 15 Nov 2023
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion Kunze Wang S. Han Josiah Poon 21 3 0 24 Oct 2023
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects Jiapu Wang Boyue Wang M. Qiu Shirui Pan Bo Xiong ... Linhao Luo Tengfei Liu Yongli Hu Baocai Yin Wen Gao 38 19 0 04 Aug 2023
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers Alan John Varghese Aniruddha Bora Mengjia Xu George Karniadakis 36 5 0 05 Jul 2023
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao AI4TS 18 19 0 08 Apr 2023
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning Yuwei Xia Mengqi Zhang Qiang Liu Shu Wu Xiaoyu Zhang 26 11 0 02 Feb 2023
Modeling the evolution of temporal knowledge graphs with uncertainty Soeren Nolting Zhen Han Volker Tresp 19 1 0 12 Jan 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 26 108 0 12 Dec 2022
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu Junjie Ou Hui Xu Luoyi Fu AI4TS 6 91 0 20 Nov 2022
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs Linhao Luo Reza Haffari Shirui Pan AI4TS 28 30 0 15 Nov 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning Zixuan Li Zhongni Hou Saiping Guan Xiaolong Jin W. Peng Long Bai Yajuan Lyu Wei Li J. Guo Xueqi Cheng 33 26 0 18 Oct 2022
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs Ruijie Wang Zheng Li Dachun Sun Shengzhong Liu Jinning Li Bing Yin Tarek F. Abdelzaher OffRL 21 41 0 16 Oct 2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces J. Sohn Mingyu Derek Ma Muhao Chen 27 2 0 12 Sep 2022
Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning Zixuan Li Saiping Guan Xiaolong Jin W. Peng Yajuan Lyu Yong Zhu Long Bai Wei Li J. Guo Xueqi Cheng 19 76 0 15 Mar 2022
Temporal Knowledge Graph Completion: A Survey Borui Cai Yong Xiang Longxiang Gao Heng Zhang Yunfeng Li Jianxin Li 19 89 0 16 Jan 2022
Learning Sequence Encoders for Temporal Knowledge Graph Completion Alberto García-Durán Sebastijan Dumancic Mathias Niepert 198 398 0 10 Sep 2018