qitianwu Goto Github PK

awesome-graph-ood

Papers about out-of-distribution generalization on graphs.

awesome-graph-transformer

Papers about graph transformers.

canet

Code for WWW2024 Oral paper "Graph Out-of-Distribution Generalization via Causal Intervention”.

danser-www-19

deems-kdd-19

difformer

The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"

dir-gnn

Official code of "Discovering Invariant Rationales for Graph Neural Networks" (2022 ICLR)

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

fate

Codes and datasets for NeurIPS21 paper “Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach”

graph-fraud-detection-papers

A curated list of fraud detection papers using graph information or graph neural networks

graphood-eerm

The official implementation for ICLR22 paper "Handling Distribution Shifts on Graphs: An Invariance Perspective"

graphood-gnnsafe

The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"

idcf

Codes and datasets for ICML21 paper "Towards open-world recommendation: An inductive model-based collaborative filtering approach"

lantern-neurips-2019

Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""

mgcnn

Multi-Graph Convolutional Neural Networks

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

nodeformer

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

non-homophily-benchmarks

[WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphs

pixel-cnn

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

qitianwu

Config files for my GitHub profile.

qitianwu.github.io

safedrug

Processing files and Code for IJCAI'21 Paper: SafeDrug

sgformer

The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"

steinbridging