Graph and Geometric Learning

D4Explainer

Official Implementation of "D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion"

Frame-Averaging-Transformer

Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer, NeurIPS2024

Graph-and-Geometric-Learning.github.io

Official Repo for Graph-and-Geometric-Learning Lab's Homepage

Group_Meeting_Slides

HyBRiD

Official implementation of paper "Learning High-Order Relationships of Brain Regions" [ICML 2024]

hyperbolic-transformer

Knowledge-Enhanced-Multimodal-Foundation-Model-for-Molecule-and-Text

MolGroup

Learning to Group Auxiliary Datasets for Molecule, NeurIPS2023

TempME

Official Implementation of "TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery"

TimeSeriesCCM

Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"

Graph-and-Geometric-Learning/TimeSeriesCCM

Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"

Graph-and-Geometric-Learning/hyperbolic-transformer

Graph-and-Geometric-Learning/Frame-Averaging-Transformer

Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer, NeurIPS2024

Graph-and-Geometric-Learning/D4Explainer

Official Implementation of "D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion"

Graph-and-Geometric-Learning/HyBRiD

Official implementation of paper "Learning High-Order Relationships of Brain Regions" [ICML 2024]

Graph-and-Geometric-Learning/MolGroup

Learning to Group Auxiliary Datasets for Molecule, NeurIPS2023

Graph-and-Geometric-Learning/TempME

Official Implementation of "TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery"

Graph-and-Geometric-Learning/Group_Meeting_Slides

Graph-and-Geometric-Learning/Graph-and-Geometric-Learning.github.io

Official Repo for Graph-and-Geometric-Learning Lab's Homepage

Graph-and-Geometric-Learning/Knowledge-Enhanced-Multimodal-Foundation-Model-for-Molecule-and-Text

Graph-and-Geometric-Learning/LResNet

Official Implementation of Lorentzian Residual Neural Networks

Graph-and-Geometric-Learning/CPSC483-website

Graph-and-Geometric-Learning/cpsc471-571-website-24spring

Graph-and-Geometric-Learning/cpsc483-583-website-23fall

Graph-and-Geometric-Learning/HEART

HEART: Learning Better Representation of EHR data with a Heterogeneous Relation-Aware Transformer, Journal of Biomedical Informatics

Graph-and-Geometric-Learning/cpsc483-583-website-24fall

Graph-and-Geometric-Learning/lab-website