A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects

4 August 2023

Papers citing "A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects"

50 / 64 papers shown

Title
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs Siheng Xiong Yuan Yang Faramarz Fekri J. C. Kerce 70 50 0 19 Feb 2024
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 96 771 0 14 Jun 2023
Shrinking Embeddings for Hyper-Relational Knowledge Graphs Bo Xiong M. Nayyer Shirui Pan Steffen Staab 46 17 0 03 Jun 2023
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan BDL 53 30 0 17 Apr 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 41 20 0 08 Apr 2023
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning Ruijie Wang Zheng Li Jingfeng Yang Tianyu Cao Chao Zhang Bing Yin Tarek Abdelzaher 81 11 0 27 Mar 2023
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning Yuwei Xia Mengqi Zhang Qiang Liu Shu Wu Xiaoyu Zhang 55 11 0 02 Feb 2023
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu Junjie Ou Hui Xu Luoyi Fu AI4TS 39 97 0 20 Nov 2022
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs Linhao Luo Reza Haffari Shirui Pan AI4TS 58 31 0 15 Nov 2022
Search to Pass Messages for Temporal Knowledge Graph Completion Zhen Wang Haotong Du Quanming Yao Xuelong Li 53 11 0 30 Oct 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 Jiafeng Guo Xueqi Cheng 73 27 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 Abdelzaher OffRL 61 42 0 16 Oct 2022
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs Aditya Sharma Apoorv Saxena Chitrank Gupta Seyed Mehran Kazemi Partha P. Talukdar Soumen Chakrabarti 93 15 0 12 Oct 2022
Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph Chang Zong Yueting Zhuang Weiming Lu Jian Shao Siliang Tang 60 1 0 02 Oct 2022
Ultrahyperbolic Knowledge Graph Embeddings Bo Xiong Shichao Zhu M. Nayyeri Chengjin Xu Shirui Pan Chuan Zhou Steffen Staab 41 34 0 01 Jun 2022
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph Xu Lin Chengjin Xu E. Haihong Fenglong Su Gengxian Zhou Tianyi Hu Ningyuan Li Mingzhi Sun Haoran Luo ReLM 57 13 0 28 May 2022
Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction Zifeng Ding Bailan He Yunpu Ma Zhen Han Volker Tresp 60 11 0 21 May 2022
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations Ioannis Dikeoulias Saadullah Amin G. Neumann 40 7 0 10 Apr 2022
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion Kai Chen Ye Wang Yitong Li Aiping Li 49 43 0 15 Mar 2022
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs Chao Shang Guangtao Wang Peng Qi Jing Huang 45 46 0 01 Mar 2022
Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion Chengjin Xu M. Nayyeri Yung-Yu Chen Jens Lehmann 50 16 0 18 Feb 2022
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs Namyong Park Fuchen Liu Purvanshi Mehta D. Cristofor Christos Faloutsos Yuxiao Dong 62 86 0 15 Feb 2022
Temporal Knowledge Graph Completion: A Survey Borui Cai Yong Xiang Longxiang Gao Heng Zhang Yunfeng Li Jianxin Li 42 94 0 16 Jan 2022
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs Yushan Liu Yunpu Ma Marcel Hildebrandt Mitchell Joblin Volker Tresp 65 133 0 15 Dec 2021
A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion Zifeng Ding Yunpu Ma Bailan He Volker Tresp 44 17 0 14 Dec 2021
TempoQR: Temporal Question Reasoning over Knowledge Graphs Costas Mavromatis Prasanna Lakkur Subramanyam V. Ioannidis Soji Adeshina Phillip Howard Tetiana Grinberg Nagib Hakim George Karypis 41 49 0 10 Dec 2021
Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction Huandong Wang Qiaohong Yu Yu Liu Depeng Jin Yong Li 66 64 0 01 Nov 2021
Temporal Knowledge Graph Completion using Box Embeddings Johannes Messner Ralph Abboud .Ismail .Ilkan Ceylan 64 106 0 18 Sep 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 94 157 0 09 Sep 2021
A Temporal Knowledge Graph Completion Method Based on Balanced Timestamp Distribution Kangzheng Liu Yuhong Zhang 50 3 0 30 Aug 2021
Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs Wessel Radstok M. Chekol 70 10 0 29 Jun 2021
Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures Sébastien Montella L. Rojas-Barahona Johannes Heinecke 37 27 0 08 Jun 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 67 106 0 01 Jun 2021
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning Zixuan Li Xiaolong Jin Wei Li Saiping Guan Jiafeng Guo Huawei Shen Yuanzhuo Wang Xueqi Cheng 43 268 0 21 Apr 2021
ChronoR: Rotation Based Temporal Knowledge Graph Embedding A. Sadeghian Mohammadreza Armandpour Anthony Colas D. Wang BDL 56 112 0 18 Mar 2021
Temporal Knowledge Graph Forecasting with Neural ODE Zhen Han Zifeng Ding Yunpu Ma Yujia Gu Volker Tresp AI4TS AI4CE 52 118 0 13 Jan 2021
Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks Cunchao Zhu Muhao Chen Changjun Fan Guangquan Cheng Yan Zhan 48 253 0 15 Dec 2020
Tucker decomposition-based Temporal Knowledge Graph Completion Pengpeng Shao Guohua Yang Dawei Zhang J. Tao Feihu Che Tong Liu 68 84 0 16 Nov 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion Zhen Han Yunpu Ma Peng Chen Volker Tresp 58 78 0 08 Nov 2020
One-shot Learning for Temporal Knowledge Graphs Mehrnoosh Mirtaheri Mohammad Rostami Xiang Ren Fred Morstatter Aram Galstyan 80 22 0 23 Oct 2020
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion Jiapeng Wu Mengyao Cao Jackie C.K. Cheung William L. Hamilton 51 144 0 07 Oct 2020
TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation Chengjin Xu M. Nayyeri Fouad Alkhoury H. S. Yazdi Jens Lehmann 46 130 0 02 Oct 2020
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion Youri Xu Haihong E Meina Song Wenyu Song Xiaodong Lv Haotian Wang Jinrui Yang 42 24 0 30 Sep 2020
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin Stalin Varanasi K. Dunfield G. Neumann 51 40 0 25 Aug 2020
BoxE: A Box Embedding Model for Knowledge Base Completion Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz Tommaso Salvatori 68 179 0 13 Jul 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings Ines Chami A. Wolf Da-Cheng Juan Frederic Sala Sujith Ravi Christopher Ré 54 394 0 01 May 2020
Tensor Decompositions for temporal knowledge base completion Timothée Lacroix G. Obozinski Nicolas Usunier 47 259 0 10 Apr 2020
Mixed-curvature Variational Autoencoders Ondrej Skopek O. Ganea Gary Bécigneul CML DRL BDL 57 102 0 19 Nov 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs A. Sadeghian Mohammadreza Armandpour P. Ding D. Wang 74 311 0 31 Oct 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 68 352 0 06 Jul 2019