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EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs

Web Search and Data Mining (WSDM), 2022

15 February 2022

Yuxiao Dong

Papers citing "EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs"

29 / 29 papers shown

Title
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding Jiang Li Xiangdong Su Yeyun Gong 346 0 0 20 Feb 2025
DPCL-Diff: The Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning Yukun Cao Lisheng Wang Luobing Huang DiffM 268 2 0 20 Jan 2025
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge GraphsInternational Conference on Computational Linguistics (COLING), 2024 Yuwei Du Xinyue Liu Wenxin Liang Linlin Zong Xianchao Zhang 199 0 0 28 Dec 2024
KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph DataConference on Computer and Communications Security (CCS), 2024 Andy Zhou Xiaojun Xu Ramesh Raghunathan Alok Lal Xinze Guan Bin Yu Bo Li 163 5 0 10 Oct 2024
From Semantics to Hierarchy: A Hybrid Euclidean-Tangent-Hyperbolic Space Model for Temporal Knowledge Graph Reasoning Siling Feng Zhisheng Qi Cong Lin 267 0 0 30 Aug 2024
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning Jinze Sun Yongpan Sheng Lirong He Yongbin Qin Ming Liu Tao Jia CML 249 0 0 15 Aug 2024
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language ModelsACM Multimedia (MM), 2024 Haoxuan Li Zhengmao Yang Yunshan Ma Yi Bin Yang Yang Tat-Seng Chua 234 4 0 08 Aug 2024
Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability Jiasheng Zhang Jie Shao Rex Ying 198 1 0 01 Aug 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting He Chang Chenchen Ye Zhulin Tao Jie Wu Zhengmao Yang Yunshan Ma Xianglin Huang Tat-Seng Chua AI4TS 297 6 0 16 Jul 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey Ocheme Anthony Ekle William Eberle AI4TS 275 35 0 31 May 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph ReasoningIEEE International Conference on Data Engineering (ICDE), 2024 Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 277 2 0 17 May 2024
Selective Temporal Knowledge Graph ReasoningInternational Conference on Language Resources and Evaluation (LREC), 2024 Zhongni Hou Xiaolong Jin Zixuan Li Long Bai Jiafeng Guo Xueqi Cheng 217 0 0 02 Apr 2024
GLEMOS: Benchmark for Instantaneous Graph Learning Model SelectionNeural Information Processing Systems (NeurIPS), 2024 Namyong Park Ryan Rossi Xing Wang Antoine Simoulin Nesreen K. Ahmed Christos Faloutsos VLM 255 3 0 02 Apr 2024
Forward Learning of Graph Neural Networks Namyong Park Xing Wang Antoine Simoulin Shuai Yang Grey Yang Ryan Rossi Puja Trivedi Nesreen K. Ahmed GNN 296 1 0 16 Mar 2024
A Survey on Temporal Knowledge Graph: Representation Learning and Applications Lianshang Cai Xin Mao Yuhao Zhou Zhaoguang Long Changxu Wu Man Lan 188 28 0 02 Mar 2024
Faithful Temporal Question Answering over Heterogeneous Sources Zhen Jia Philipp Christmann Gerhard Weikum 204 15 0 23 Feb 2024
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning Siheng Xiong Yuan Yang Ali Payani J. C. Kerce Faramarz Fekri 228 43 0 25 Dec 2023
Learning Multi-graph Structure for Temporal Knowledge Graph ReasoningExpert systems with applications (ESWA), 2023 Jinchuan Zhang Bei Hui Chong Mu Ling Tian 260 15 0 04 Dec 2023
Calibrate and Boost Logical Expressiveness of GNN Over Multi-Relational and Temporal GraphsNeural Information Processing Systems (NeurIPS), 2023 Yeyuan Chen Dingmin Wang 161 1 0 03 Nov 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 500 20 0 07 Oct 2023
Automating construction contract review using knowledge graph-enhanced large language modelsAutomation in Construction (AC), 2023 Chunmo Zheng Saika Wong Xing Su Yinqiu Tang Ahsan Nawaz Mohamad Kassem 197 2 0 21 Sep 2023
Exploring the Limits of Historical Information for Temporal Knowledge Graph Extrapolation Yi Xu Junjie Ou Hui Xu Luoyi Fu Lei Zhou Xinbing Wang Cheng Zhou AI4TS 141 0 0 29 Aug 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 179 35 0 04 Aug 2023
Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural NetworkIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Mingyi Liu Zhiying Tu Xiaofei Xu Zhongjie Wang AI4TS 148 5 0 20 Jan 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and MultimodalIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 412 215 0 12 Dec 2022
Temporal Knowledge Graph Reasoning with Historical Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Yi Xu Junjie Ou Hui Xu Luoyi Fu AI4TS 183 135 0 20 Nov 2022
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-LearningInternational Conference on Learning Representations (ICLR), 2022 Namyong Park Ryan Rossi Nesreen Ahmed Christos Faloutsos 157 7 0 18 Jun 2022
CGC: Contrastive Graph Clustering for Community Detection and TrackingThe Web Conference (WWW), 2022 Namyong Park Ryan Rossi Eunyee Koh I. Burhanuddin Sungchul Kim F. Du Nesreen Ahmed Christos Faloutsos 142 44 0 05 Apr 2022
Temporal Knowledge Graph Completion: A SurveyInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Borui Cai Yong Xiang Longxiang Gao Heng Zhang Yunfeng Li Jianxin Li 170 118 0 16 Jan 2022