sitaoluan Goto Github PK

followers: 45.0 following: 19.0 repos: 20.0 gists: 1.0

Name: Sitao Luan

Type: User

Bio: Montreal Institute for Learning Algorithms(Mila), McGill University. Interested in graph representation learning, GNNs and any graph-related application.

Location: Montreal

Sitao Luan's Projects

acm-gnn

NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework

cp

Implementation for paper "A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning".

cs224d

The answer of Stanford cs224d course assignments

cs231n.github.io

Public facing notes page

cs231n_assignment

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

elementary-stochastic-process

hello-world

learning-on-graphs-reading-group

llm4graph

mudiff

nba

neuralnetworks

Course assignments completed as part of ECBM 6040 - Neural Networks and Deep Learning Course

new_website

Production build of the new website

phi_gcn

sportshackthon

stronger_gcn

Implementations of "Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks"

tutorial_theano

Common Code Workflow tutorial on Theano

when-do-gnns-help

Official repository for NeurIPS 2023 paper "When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homophily Principle on Node Distinguishability"