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Yi Sun's Projects

agraph-examples icon agraph-examples

Examples and support files for using AllegroGraph in advanced scenarios

ands-online-services icon ands-online-services

Repository of Online Services (currently maintained by the Australian National Data Service)

cenet icon cenet

Temporal Knowledge Graph Reasoning with Historical Contrastive Learning

convkb icon convkb

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)

docs icon docs

abcdesktopio documentation files markup language

dynamic-kg icon dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

easyesn icon easyesn

Python library for Reservoir Computing using Echo State Networks

esgnn icon esgnn

[Nature Machine Intelligence 2023] "Echo state graph neural networks with analogue random resistive memory arrays."

galaxy icon galaxy

Data intensive science for everyone.

goatools icon goatools

Python library to handle Gene Ontology (GO) terms

grail icon grail

Inductive relation prediction by subgraph reasoning, ICML'20

hgls icon hgls

[WWW 2023] The source code of "Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning"

kelpie icon kelpie

XAI framework for interpreting Link Predictions on Knowledge Graphs

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