Double Equivariance

Zero-shot Logical Query Reasoning on any Knowledge Graph
Complex logical query answering (CLQA) in knowledge graphs (KGs) goes beyond simple KG completion and aims at answering compositional …
Mikhail Galkin, Jincheng Zhou, Bruno Ribeiro, Jian Tang, Zhaocheng Zhu
PDF Cite Code
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types
NeurIPS 2023 GLFrontiers Oral Presentation
Dec 15, 2023 10:45 AM — 10:50 AM New Orleans, LA, USA
Jincheng Zhou
Slides Video
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types
The task of inductive link prediction in discrete attributed multigraphs (e.g., knowledge graphs, multilayer networks, heterogeneous …
Jianfei Gao, Yangze Zhou, Jincheng Zhou, Bruno Ribeiro
PDF Cite Code Workshop Page Poster Slides
An OOD Multi-Task Perspective for Link Prediction with New Relation Types and Nodes
The task of inductive link prediction in (discrete) attributed multigraphs infers missing attributed links (relations) between nodes in …
Jincheng Zhou, Beatrice Bevilacqua, Bruno Ribeiro
PDF Cite Workshop Page Poster