ocatias

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.

BasicGNNProject

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

ExpressivePathGNNs

Official implementation of "The Expressive Power of Path based Graph Neural Networks" (ICML 2024)

GNN-Simulation

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

HomCountGNNs

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

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.

outerplanarGNN

Official implementation of "Maximally Expressive GNNs for Outerplanar Graphs" (TMLR 2024)

OuterplanarGNNs_LoG

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

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.

ocatias/BasicGNNProject

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

ocatias/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.

ocatias/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.

ocatias/LCMC_Sim

Liquid Crystal Monte Carlo Simulation

ocatias/GNN-Simulation

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

ocatias/Metaheuristic-UPMS

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

ocatias/OuterplanarGNNs_LoG

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

ocatias/CellComplexesToGraphs

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

ocatias/ExpressivePathGNNs

Official implementation of "The Expressive Power of Path based Graph Neural Networks" (ICML 2024)

ocatias/HomCountGNNs

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

ocatias/KG_21

Implementation and visualization of the TransE algorithm

ocatias/OuterplanarGNNs_GLF

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

ocatias/AMP_FIFO_Q

Implementation and evaluation of "A Scalable, Portable, and Memory-Efficient Lock-Free FIFO Queue"

ocatias/AoC2021

ocatias/AoC2022

ocatias/outerplanarGNN

Official implementation of "Maximally Expressive GNNs for Outerplanar Graphs" (TMLR 2024)

ocatias/WL_Return

Code repository for "Weisfeiler and Leman Return with Graph Transformations" (MLG @ ECMLPKDD 2022)

ocatias/Alexandria2021

ocatias/AoC2023

ocatias/autoencoders

Implementation of a variational autoencoder (VAE) and visualizations on the MNIST and FMNIST datasets

ocatias/hom-count

ocatias/KnowledgeDistillationGNNs_SciForDL

Official implementation of "Is Expressivity Essential for the Predictive Performance of Graph Neural Networks?" (SciForDL @ NeurIPS 2024)

ocatias/LCMC_Vis

Visualisation program for liquid crystal monte carlo simulation

ocatias/ocatias.github.io

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