Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for
Knowledge Graphs

Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs

3 February 2023

Papers citing "Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs"

12 / 12 papers shown

Title
Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning Gongzhu Yin H. Zhang Yuchen Yang Y. Luo LRM 78 0 0 26 Mar 2025
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning Yuanning Cui Zequn Sun Wei Hu ReLM LRM 16 0 0 16 Oct 2024
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs Nicolas Hubert Pierre Monnin Heiko Paulheim 13 2 0 08 Dec 2023
Towards Foundation Models for Knowledge Graph Reasoning Mikhail Galkin Xinyu Yuan Hesham Mostafa Jian Tang Zhaocheng Zhu VLM ReLM 17 34 0 06 Oct 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 16 24 0 21 Sep 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 28 71 0 11 Aug 2023
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement Zhen-Hu Ning Zhuotao Tian Guangming Lu Wenjie Pei 3DPC 24 14 0 06 Aug 2023
NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning Wen Zhang Zhen Yao Mingyang Chen Zhiwei Huang Hua-zeng Chen AI4CE 23 2 0 28 Apr 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 34 35 0 26 Mar 2023
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types Jianfei Gao Yangze Zhou Jincheng Zhou Bruno Ribeiro 24 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
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion Jiawei Sheng Shu Guo Zhenyu Chen Juwei Yue Lihong Wang Tingwen Liu Hongbo Xu 97 110 0 19 Oct 2020