Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

4 June 2019

Papers citing "Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs"

50 / 147 papers shown

Title
Enhancing Knowledge Graph Completion with GNN Distillation and Probabilistic Interaction Modeling Lingzhi Wang Pengcheng Huang Haotian Li Yuliang Wei Guodong Xin Rui Zhang Donglin Zhang Zhenzhou Ji Wei Wang 14 0 0 18 May 2025
Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction Zongyue Qin Shichang Zhang Mingxuan Ju Tong Zhao Neil Shah Yizhou Sun 26 0 0 08 Apr 2025
Knowledge Graph Completion with Mixed Geometry Tensor Factorization Viacheslav Yusupov Maxim Rakhuba Evgeny Frolov 41 0 0 03 Apr 2025
Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree Yaming Yang Zhe Wang Ziyu Guan Wei Zhao Xinyan Huang Xiaofei He 66 0 0 14 Feb 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 67 20 0 17 Jan 2025
Deep Sparse Latent Feature Models for Knowledge Graph Completion Haotian Li Rui Zhang Lingzhi Wang Bin Yu Yuanbo Wang Yuliang Wei Kai Wang Richard Y. D. Xu Bailing Wang BDL 76 0 0 24 Nov 2024
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Mingyang Chen Yin Hua Zhuo Chen Ziqi Liu Lei Liang Huajun Chen Wen Zhang AI4TS 26 0 0 11 Nov 2024
Diversified and Adaptive Negative Sampling on Knowledge Graphs Ran Liu Zhongzhou Liu Xiaoli Li Hao Wu Yuan Fang 26 0 0 10 Oct 2024
Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program Synthesis and Task Generation J. Bednarek K. Krawiec LRM NAI 25 0 0 06 Oct 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 68 3 0 01 Jul 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings Albert Sawczyn Jakub Binkowski Piotr Bielak Tomasz Kajdanowicz 46 0 0 17 May 2024
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
AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning Jing Yang Tianlin Li Yutong Wang Jiawei Wang Fei-Yue Wang 48 0 0 16 May 2024
Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task Shurong Wang Yufei Zhang Xuliang Huang Hongwei Wang 21 0 0 15 May 2024
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning Jaejun Lee Minsung Hwang J. Whang 45 1 0 10 May 2024
Zero-Shot Relational Learning for Multimodal Knowledge Graphs Rui Cai Shichao Pei Xiangliang Zhang 32 4 0 09 Apr 2024
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction Dong Shu Tianle Chen Mingyu Jin Chong Zhang Mengnan Du Yongfeng Zhang 37 29 0 12 Mar 2024
Deep Outdated Fact Detection in Knowledge Graphs Huiling Tu Shuo Yu Vidya Saikrishna Feng Xia Karin Verspoor 23 10 0 06 Feb 2024
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models Yang Liu Huang Fang Yunfeng Cai Mingming Sun 28 3 0 05 Feb 2024
DiSK: A Diffusion Model for Structured Knowledge O. Kitouni Niklas Nolte James Hensman Bhaskar Mitra DiffM 33 3 0 08 Dec 2023
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? Yusuke Sakai Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 26 1 0 15 Nov 2023
Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction Zhiguang Fan Yuedong Yang Mingyuan Xu Hongming Chen 43 1 0 16 Oct 2023
KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation V. Baltatzis Luca Costabello 11 2 0 02 Oct 2023
Knowledge Graph Embedding: An Overview Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 41 20 0 21 Sep 2023
AsyncET: Asynchronous Learning for Knowledge Graph Entity Typing with Auxiliary Relations Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 33 2 0 30 Aug 2023
Exploring Large Language Models for Knowledge Graph Completion Liang Yao Jiazhen Peng Chengsheng Mao Yuan Luo 31 37 0 26 Aug 2023
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion Jining Wang Chuan Chen Zibin Zheng Yuren Zhou 33 1 0 17 Jun 2023
InGram: Inductive Knowledge Graph Embedding via Relation Graphs Jaejun Lee Chanyoung Chung Joyce Jiyoung Whang GNN 27 39 0 31 May 2023
Knowledge Graphs Querying Arijit Khan 34 16 0 23 May 2023
Message Intercommunication for Inductive Relation Reasoning K. Liang Lingyuan Meng Sihang Zhou Siwei Wang Wenxuan Tu Yue Liu Meng Liu Xinwang Liu LRM 35 13 0 23 May 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
Structural Imbalance Aware Graph Augmentation Learning Zulong Liu Kejia Chen Zheng Liu 34 0 0 24 Mar 2023
IMF: Interactive Multimodal Fusion Model for Link Prediction Xinhang Li Xiangyu Zhao Jiaxing Xu Yong Zhang Chunxiao Xing 32 40 0 20 Mar 2023
Diffusing Graph Attention Daniel Glickman Eran Yahav GNN 47 3 0 01 Mar 2023
Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey Tianlin Li Guangyao Chen Guangwu Qian Pengcheng Gao Xiaoyong Wei Yaowei Wang Yonghong Tian Wen Gao AI4CE VLM 48 205 0 20 Feb 2023
DOR: A Novel Dual-Observation-Based Approach for News Recommendation Systems Mengyan Wang Weihua Li Jingli Shi Shiqing Wu Quan-wei Bai 13 0 0 02 Feb 2023
Sem@ $K$ : Is my knowledge graph embedding model semantic-aware? Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 26 8 0 13 Jan 2023
IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale Felix Hamann A. Ulges Maurice Falk 24 1 0 02 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 33 110 0 12 Dec 2022
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion Pei Chen Wenlin Yao Hongming Zhang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen 21 2 0 06 Dec 2022
Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction Jianfeng Wu Sijie Mai Haifeng Hu 24 0 0 22 Nov 2022
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 29 76 0 19 Nov 2022
Contrastive Knowledge Graph Error Detection Qinggang Zhang Junnan Dong Keyu Duan Xiao Huang Yezi Liu Linchuan Xu 42 34 0 18 Nov 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion Jianhao Shen Chenguang Wang Ye Yuan Jiawei Han Heng Ji Koushik Sen Ming Zhang Dawn Song KELM ALM VPVLM 25 7 0 25 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 J. Guo Xueqi Cheng 33 26 0 18 Oct 2022
Linkless Link Prediction via Relational Distillation Zhichun Guo William Shiao Shichang Zhang Yozen Liu Nitesh Chawla Neil Shah Tong Zhao 32 41 0 11 Oct 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption Haotong Yang Zhouchen Lin Muhan Zhang 22 10 0 19 Sep 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen Chenguang Wang Linyuan Gong Dawn Song 36 30 0 19 Sep 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 21 60 0 24 Aug 2022
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion Zhaoxuan Tan Zilong Chen Shangbin Feng Qingyue Zhang Qinghua Zheng Jundong Li Minnan Luo 32 36 0 16 Aug 2022