SitaoLuan
Montreal Institute for Learning Algorithms(Mila), McGill University. Interested in graph representation learning, GNNs and any graph-related application.
Montreal
Pinned Repositories
HeterophilicGraphLearningTutorial
ACM-GNN
NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework
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
Learning-on-Graphs-Reading-Group
LLM4Graph
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"
SitaoLuan's Repositories
SitaoLuan/LLM4Graph
SitaoLuan/ACM-GNN
NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework
SitaoLuan/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"
SitaoLuan/Learning-on-Graphs-Reading-Group
SitaoLuan/cs224d
The answer of Stanford cs224d course assignments
SitaoLuan/cs231n.github.io
Public facing notes page
SitaoLuan/cs231n_assignment
SitaoLuan/DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
SitaoLuan/Elementary-Stochastic-Process
SitaoLuan/NBA
SitaoLuan/NeuralNetworks
Course assignments completed as part of ECBM 6040 - Neural Networks and Deep Learning Course
SitaoLuan/SportsHackthon
SitaoLuan/Stronger_GCN
Implementations of "Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks"
SitaoLuan/tutorial_theano
Common Code Workflow tutorial on Theano
SitaoLuan/CP
Implementation for paper "A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning".
SitaoLuan/EnzymeFlow
EnzymeFlow official.
SitaoLuan/hello-world
SitaoLuan/HeterophilicGraphLearningTutorial
SitaoLuan/mudiff
SitaoLuan/new_website
Production build of the new website
SitaoLuan/phi_gcn
SitaoLuan/WSL2-CUDA
Configuration for WSL2 + Ubuntu + CUDA + CuDNN