Search Results for author: Yushi Bai

Found 2 papers, 2 papers with code

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning

1 code implementation17 Jan 2022 Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong

Multi-hop knowledge graph (KG) reasoning has been widely studied in recent years to provide interpretable predictions on missing links.


Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones

1 code implementation NeurIPS 2021 Yushi Bai, Rex Ying, Hongyu Ren, Jure Leskovec

Here we present ConE (Cone Embedding), a KG embedding model that is able to simultaneously model multiple hierarchical as well as non-hierarchical relations in a knowledge graph.

Ancestor-descendant prediction Knowledge Graph Completion +1

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