jeongwhanchoi

LT-OCF-Tutorial

Tutorial for LT-OCF

CPVT

Graph-Neural-Networks-With-Heterophily

This repository contains the resources on graph neural network (GNN) considering heterophily.

LEAP

Learnable Path in Neural Controlled Differential Equations (AAAI2023)

ContraNorm

Official code for ICLR 2023 paper "ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond "

DiffRec

Diffusion Recommender Model

GANF

Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)

GINR

Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).

GNG-ODE

GNG-ODE

Graphormer-GD

[ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)

GraphRewiring-Tutorial

This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications in Fairness"

halfhop

Official Implementation of Half-Hop

JGCF

A simple, efficient and effective Jacobi polynomial-based graph collaborative filtering algorithm.

LightGCL

PyTorch implementation for LightGCL proposed in the paper Simple Yet Effective Graph Contrastive Learning for Recommendation.

MLPInit-for-GNNs

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

on-oversquashing

Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)

PDFormer

[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.

RDLAE_SIGIR2023

revisiting-gnn-curvature

Main code for "Revisiting over-smoothing and over-squashing using the Ollivier-Ricci curvature" paper

RSPapers

A Curated List of Must-read Papers on Recommender System.

Specformer

Transformer-based Spectral Graph Neural Networks

spin

Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)

ST-SSL

The codes of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".

Tab-CoT

Official homepage for Tab-CoT: Zero-shot Tabular Chain of Thought (Findings of ACL 2023)

TAPE

Repository for TAPE

TF-as-SVM

TopoNetX

Computing on Topological Domains

youchat-google-extension

A browser extension to display YouChat response alongside search engine results: like ChatGPT, but with knowledge of recent events and source citations!

Hawkes-Process-Based-on-Controlled-Differential-Equations

Simplicial-Attention-Networks

Official Repository for Simplicial Attention Networks