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CAROL(XINYI) ZHENG's Projects

aqqu icon aqqu

More Accurate Question Answering on Freebase

bert icon bert

TensorFlow code and pre-trained models for BERT

codex icon codex

CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia

cs228-notes icon cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

deep_gcns_torch icon deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

fairgnn icon fairgnn

A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information" (WSDM 2021)

ggnn.pytorch icon ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

graphvite icon graphvite

GraphVite: A General and High-performance Graph Embedding System

krlpapers icon krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

links icon links

A repo that contains outgoing links from DBpedia

mlflow icon mlflow

Open source platform for the machine learning lifecycle

mmkb icon mmkb

Several data modalities for KBs (visual, numerical, temporal, etc.)

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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