Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs

5 March 2021

Papers citing "Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs"

43 / 43 papers shown

Title
Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning Gongzhu Yin H. Zhang Yuchen Yang Y. Luo LRM 83 0 0 26 Mar 2025
S $^2$ DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion Tengfei Ma Yujie Chen Liang Wang Xuan Lin Bosheng Song Xiangxiang Zeng 67 0 0 20 Dec 2024
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning Muzhi Li Cehao Yang Chengjin Xu Zixing Song Xuhui Jiang Jian Guo Ho-fung Leung Irwin King LRM 19 0 0 22 Oct 2024
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning Yuanning Cui Zequn Sun Wei Hu ReLM LRM 16 1 0 16 Oct 2024
Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs Kai Wang Siqiang Luo Caihua Shan Yifei Shen 30 1 0 16 Oct 2024
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion Sharmishtha Dutta Alex Gittens Mohammed J. Zaki Charu C. Aggarwal 30 0 0 01 Oct 2024
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction Tianyu Liu Qitan Lv Jie Wang Shuling Yang Hanzhu Chen 29 3 0 09 Aug 2024
Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation Zhoutian Shao Yuanning Cui Wei Hu ReLM LRM AI4CE 36 0 0 15 Jul 2024
Query-Enhanced Adaptive Semantic Path Reasoning for Inductive Knowledge Graph Completion Kai Sun Jiapu Wang Huajie Jiang Yongli Hu Baocai Yin 23 0 0 04 Jun 2024
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion Qinggang Zhang Keyu Duan Junnan Dong Pai Zheng Xiao Huang 33 3 0 03 Jun 2024
One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion Zhiwen Xie Yi Zhang Guangyou Zhou Jin Liu Xinhui Tu Xiangji Huang LRM 34 4 0 24 Apr 2024
Prompt-fused framework for Inductive Logical Query Answering Zezhong Xu Peng Ye Lei Liang Hua-zeng Chen Wen Zhang 22 1 0 19 Mar 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs Kai Wang Yuwei Xu Zhiyong Wu Siqiang Luo LRM 28 6 0 19 Feb 2024
Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks Canlin Zhang Xiuwen Liu AI4CE 14 1 0 16 Dec 2023
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs Nicolas Hubert Pierre Monnin Heiko Paulheim 15 2 0 08 Dec 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
Learning Complete Topology-Aware Correlations Between Relations for Inductive Link Prediction Jie Wang Hanzhu Chen Qitan Lv Zhihao Shi Jiajun Chen Huarui He Hongtao Xie Yongdong Zhang Feng Wu 17 0 0 20 Sep 2023
Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process Approach Zicheng Zhao Linhao Luo Shirui Pan Quoc Viet Hung Nguyen Chenggui Gong 25 6 0 26 Jun 2023
InGram: Inductive Knowledge Graph Embedding via Relation Graphs Jaejun Lee Chanyoung Chung Joyce Jiyoung Whang GNN 19 37 0 31 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 27 13 0 23 May 2023
NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning Wen Zhang Zhen Yao Mingyang Chen Zhiwei Huang Hua-zeng Chen AI4CE 31 2 0 28 Apr 2023
SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning Lingyuan Meng K. Liang Bin Xiao Sihang Zhou Yue Liu Meng Liu Xihong Yang Xinwang Liu 22 20 0 20 Apr 2023
Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers Jiaang Li Quan Wang Zhendong Mao 14 10 0 01 Apr 2023
Sparse and Local Networks for Hypergraph Reasoning Guangxuan Xiao L. Kaelbling Jiajun Wu Jiayuan Mao NAI ReLM LRM 35 1 0 09 Mar 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning Jia-Yin Liu Zhenya Huang Chengxiang Zhai Qi Liu 13 20 0 11 Feb 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs Mingyang Chen Wen Zhang Yuxia Geng Zezhong Xu Jeff Z. Pan Hua-zeng Chen 19 18 0 03 Feb 2023
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types Jianfei Gao Yangze Zhou Jincheng Zhou Bruno Ribeiro 35 9 0 02 Feb 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 24 107 0 12 Dec 2022
Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu CLL KELM 20 22 0 29 Nov 2022
Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction Jianfeng Wu Sijie Mai Haifeng Hu 16 0 0 22 Nov 2022
Linkless Link Prediction via Relational Distillation Zhichun Guo William Shiao Shichang Zhang Yozen Liu Nitesh V. Chawla Neil Shah Tong Zhao 19 41 0 11 Oct 2022
Relational Message Passing for Fully Inductive Knowledge Graph Completion Yuxia Geng Jiaoyan Chen Jeff Z. Pan Mingyang Chen Song Jiang Wen Zhang Hua-zeng Chen 23 32 0 08 Oct 2022
Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction Yufeng Zhang Weiqing Wang Hongzhi Yin Pengpeng Zhao Wei Chen Lei Zhao Soochow University 14 14 0 03 Sep 2022
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu LRM 16 14 0 22 Aug 2022
Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs Xiaohan Xu Peng Zhang Yongquan He Chengpeng Chao Chaoyang Yan 13 58 0 28 Jul 2022
Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs Yuxin Wang Yuanning Cui Wenqiang Liu Zequn Sun Yiqiao Jiang Kexin Han Wei Hu 19 9 0 23 Jul 2022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting Mingyang Chen Wen Zhang Zhen Yao Xian-gan Chen Mengxiao Ding Fei Huang Huajun Chen FedML 18 26 0 10 May 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Xiaoli Li Ru Li Jeff Z. Pan LRM 22 31 0 02 May 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 28 41 0 18 Dec 2021
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding Mingyang Chen Wen Zhang Yushan Zhu Hongting Zhou Zonggang Yuan Changliang Xu Hua-zeng Chen 14 57 0 27 Oct 2021
Technical Report of Team GraphMIRAcles in the WikiKG90M-LSC Track of OGB-LSC @ KDD Cup 2021 Jianyu Cai Jiajun Chen Taoxing Pan Zhanqiu Zhang Jie Wang 11 1 0 12 Jul 2021
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking Shuai Wang Penghui Wei Jiahao Zhao Wenji Mao KELM 11 0 0 27 Apr 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 21 54 0 12 Mar 2021