Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning

21 April 2021

Papers citing "Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning"

50 / 69 papers shown

Title
HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs Feng Ding Tingting Wang Yupeng Gao Shuo Yu Jing Ren Feng Xia 21 0 0 12 May 2025
Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting Gongzhu Yin H. Zhang Y. Luo Yuchen Yang Kun Lu Chao Meng AI4TS 30 0 0 27 Mar 2025
A Selective Learning Method for Temporal Graph Continual Learning Hanmo Liu Shimin Di Haoyang Li Xun Jian Y. Wang Lei Chen CLL 51 0 0 03 Mar 2025
Unlocking Multi-Modal Potentials for Dynamic Text-Attributed Graph Representation Yuanyuan Xu Wenjie Zhang Y. Zhang Xuemin Lin Xiwei Xu 59 0 0 27 Feb 2025
Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model He Chang Jie Wu Zhulin Tao Yunshan Ma Xianglin Huang Tat-Seng Chua 36 0 0 21 Jan 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 39 0 0 20 Jan 2025
Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion Jiasheng Zhang Deqiang Ouyang Shuang Liang Jie Shao 25 0 0 03 Jan 2025
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning Jiapu Wang Kai Sun Linhao Luo Wei Wei Yongli Hu Alan Wee-Chung Liew Shirui Pan Baocai Yin 47 5 0 31 Dec 2024
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs Yuwei Du Xinyue Liu Wenxin Liang Linlin Zong Xianchao Zhang 28 0 0 28 Dec 2024
DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach Qian Chen Ling Chen 24 0 0 30 Oct 2024
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains Yein Park Chanwoong Yoon Jungwoo Park Donghyeon Lee Minbyul Jeong Jaewoo Kang KELM 56 1 0 13 Oct 2024
From Semantics to Hierarchy: A Hybrid Euclidean-Tangent-Hyperbolic Space Model for Temporal Knowledge Graph Reasoning Siling Feng Zhisheng Qi Cong Lin 18 0 0 30 Aug 2024
Retrieval-Augmented Generation Meets Data-Driven Tabula Rasa Approach for Temporal Knowledge Graph Forecasting Geethan Sannidhi Sagar Srinivas Sakhinana Venkataramana Runkana RALM 21 0 0 18 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 39 0 0 15 Aug 2024
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model Xuanqing Yu Wangtao Sun Jingwei Li Kang Liu Chengbao Liu Jie Tan OffRL AI4TS 28 3 0 14 Aug 2024
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models Haoxuan Li Zhengmao Yang Yunshan Ma Yi Bin Yang Yang Tat-Seng Chua 33 0 0 08 Aug 2024
Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability Jiasheng Zhang Jie Shao Rex Ying 21 0 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 24 1 0 16 Jul 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs J. Gastinger Shenyang Huang Mikhail Galkin Erfan Loghmani Ali Parviz ... Emanuele Rossi Ioannis Koutis Heiner Stuckenschmidt Reihaneh Rabbany Guillaume Rabusseau 46 6 0 14 Jun 2024
A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation Kai Chen Ye Wang Yitong Li Aiping Li Han Yu Xin Song 18 4 0 28 May 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 63 1 0 17 May 2024
AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning Jing Yang Xiao Wang Yutong Wang Jiawei Wang Fei-Yue Wang 29 0 0 16 May 2024
Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph Zhiyu Fang Shuai-Long Lei Xiaobin Zhu Chun Yang Shi-Xue Zhang Xu-Cheng Yin Jingyan Qin 26 8 0 01 May 2024
History repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting J. Gastinger Christian Meilicke Federico Errica T. Sztyler Anett Schuelke Heiner Stuckenschmidt AI4TS 16 5 0 25 Apr 2024
Selective Temporal Knowledge Graph Reasoning Zhongni Hou Xiaolong Jin Zixuan Li Long Bai J. Guo Xueqi Cheng 35 0 0 02 Apr 2024
RLGNet: Repeating-Local-Global History Network for Temporal Knowledge Graph Reasoning Ao Lv Yongzhong Huang Guige Ouyang Yue Chen Haoran Xie 28 0 0 31 Mar 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning Miao Peng Ben Liu Wenjie Xu Zihao Jiang Jiahui Zhu Min Peng 32 1 0 25 Mar 2024
A Survey on Temporal Knowledge Graph: Representation Learning and Applications Lianshang Cai Xin Mao Yuhao Zhou Zhaoguang Long Changxu Wu Man Lan 22 11 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 21 7 0 11 Jan 2024
Conflict Detection for Temporal Knowledge Graphs:A Fast Constraint Mining Algorithm and New Benchmarks Jianhao Chen Junyang Ren Wentao Ding Haoyuan Ouyang Wei Hu Yuzhong Qu 8 0 0 18 Dec 2023
Learning Multi-graph Structure for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ling Tian 19 9 0 04 Dec 2023
Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning Wei Chen Huaiyu Wan Yuting Wu Shuyuan Zhao Jiayaqi Cheng Yuxin Li Youfang Lin 33 4 0 04 Dec 2023
SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting Yunshan Ma Chenchen Ye Zijian Wu Xiang Wang Yixin Cao Liang Pang Tat-Seng Chua AI4TS 15 0 0 02 Dec 2023
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 26 11 0 15 Nov 2023
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion Kunze Wang S. Han Josiah Poon 13 3 0 24 Oct 2023
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models Ruotong Liao Xu Jia Yangzhe Li Yunpu Ma Volker Tresp AI4TS 25 24 0 11 Oct 2023
GradXKG: A Universal Explain-per-use Temporal Knowledge Graph Explainer Chenhan Yuan Hoda Eldardiry 18 0 0 07 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Sai Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 20 8 0 07 Oct 2023
DURENDAL: Graph deep learning framework for temporal heterogeneous networks Manuel Dileo Matteo Zignani S. Gaito 37 1 0 30 Sep 2023
TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification Meng Liu K. Liang Dayu Hu Hao Yu Yue Liu Lingyuan Meng Wenxuan Tu Sihang Zhou Xinwang Liu 18 25 0 21 Sep 2023
Temporal Smoothness Regularisers for Neural Link Predictors Manuel Dileo Pasquale Minervini Matteo Zignani S. Gaito 31 1 0 16 Sep 2023
Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning Hao Dong Pengyang Wang Meng Xiao Zhiyuan Ning P. Wang Yuanchun Zhou 14 19 0 06 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 21 0 0 29 Aug 2023
YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy Fabian M. Suchanek Mehwish Alam Thomas Bonald Lihu Chen Pierre-Henri Paris Jules Soria 20 13 0 23 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 36 18 0 04 Aug 2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning Ruijie Wang Baoyu Li Yichen Lu Dachun Sun Jinning Li Yuchen Yan Shengzhong Liu Hanghang Tong Tarek F. Abdelzaher 22 5 0 13 Jun 2023
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning Dong-Ho Lee Kian Ahrabian Woojeong Jin Fred Morstatter Jay Pujara 17 31 0 17 May 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion Wenjie Xu Ben Liu Miao Peng Xu Jia Min Peng 23 20 0 13 May 2023
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning Hao Dong Zhiyuan Ning Pengyang Wang Ziyue Qiao P. Wang Yuanchun Zhou Yanjie Fu 13 14 0 25 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 13 19 0 08 Apr 2023