zhiqiangzhongddu Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adamgnn

[TKDE] Multi-grained Semantics-aware Graph Neural Networks (https://arxiv.org/abs/2010.00238)

arion-caterpillar-tube-pricing

awesome-knowledge-augmented-gml-for-drug-discovery

A collection of resources related with Knowledge-augmented Graph Machine Learning for Drug Discovery.

data-science-interview-questions-and-answers-general-

Data Science Questions and Answers (General) for beginner

easy-bib-python3

evolmpnn

filtre-particulaire

gai-image

gearnet

GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

gnnpapers

Must-read papers on graph neural networks (GNN)

h2gcn

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

hc-gnn

[DMKD-ECMLPKDD] Hierarchical Message-Passing Graph Neural Networks (https://arxiv.org/abs/2009.03717)

kdd2023_kagml_drugdiscovery_tutorial

Materials for KDD2023 tutorial: Knowledge-augmented Graph Machine Learning for Drug Discovery: from Precision to Interpretability

lamolt5

learning-sleep-quality-from-daily-logs

Learning Sleep Quality from Daily Logs in Tensorflow.

llmamol

llmcorr

neulp

[WISE20] NeuLP: An End-to-end Deep-learning Model for Link Prediction (https://dl.acm.org/doi/abs/10.1007/978-3-030-62005-9_8)

nodeformer

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

peer_benchmark

PEER Benchmark, appear at NeurIPS 2022 Dataset and Benchmark Track (https://arxiv.org/abs/2206.02096)

pm-hgnn

[DMKD-ECMLPKDD] Personalised Meta-path Generation for Heterogeneous Graph Neural Networks (https://arxiv.org/abs/2010.13735)

porto-seguro-s-safe-driver-prediction

posthocgnnexplainerrobust

[LOG] On the Robustness of Post-hoc GNN Explainers to Label Noise (https://arxiv.org/pdf/2309.01706)

projet-elm

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorch_tutorial

tutorial docs for Pytorch

rl-hgnn

selene

[TMLR] Unsupervised Network Embedding Beyond Homophily (https://arxiv.org/abs/2203.10866) Resources

tf-idf