ocatias/OuterplanarGNNs_GLF

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Python
License
MIT License
Created 12 months ago
Updated 12 months ago

ocatias/OuterplanarGNNs_GLF

ocatias

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

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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)

HomCountGNNs

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

CellComplexesToGraphs

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

KG_21

Implementation and visualization of the TransE algorithm