ocatias/HomCountGNNs

Stars
1
Language
Python
License
MIT License
Created almost 2 years ago
Updated over 1 year ago

ocatias/HomCountGNNs

ocatias

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

GNN implementations for "Expectation Complete Graph Representations with Homomorphisms" (ICML 2023)

BasicGNNProject

Starting point for GNN research projects: implementation of baseline GNNs on standard datasets together with hyperparameter tuning and evaluation.

AutoMash

Automatically create YouTube mashups. Given videos and a text, AutoMash will cut the videos together so the speakers in the video appears to says the given text.

Research_KnowledgeGraph

A knowledge graph containing 5 million research papers. Uses: compute Erdős numbers, rank influence of cities on research areas, detect whether researchers with the same name are the same person.

LCMC_Sim

Liquid Crystal Monte Carlo Simulation

Metaheuristic-UPMS

Compute schedules for parallel machines with mixed integer programing, simulated annealing and very large neighborhood search algorithms.

Jupyter Notebook

OuterplanarGNNs_LoG

Official implementation of "Maximally Expressive GNNs for Outerplanar Graphs" (LoG Extended Abstract, 2023)

GNN-Simulation

Official implementation of "Expressivity-Preserving GNN Simulation" (NeurIPS 2023)

OuterplanarGNNs_GLF

Official implementation of our paper "Maximally Expressive GNNs for Outerplanar Graphs" (GLF@NeurIPS 2023).

CellComplexesToGraphs

Code repository for "Reducing Learning on Cell Complexes to Graphs" (GTRL @ ICML 2022)

KG_21

Implementation and visualization of the TransE algorithm