@ocatias
github

ocatias

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

BasicGNNProject

Starting point for GNN research projects: implementation of baseline GNNs on standard datasets together with hyperparameter tuning and evaluation.
Python
9
star
2

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.
Python
8
star
3

Research_KnowledgeGraph

A knowledge graph containing 5 million research papers. Uses: compute ErdΕ‘s numbers, rank influence of cities on research areas, detect whether researchers with the same name are the same person.
Python
4
star
4

LCMC_Sim

Liquid Crystal Monte Carlo Simulation
C++
3
star
5

Metaheuristic-UPMS

Compute schedules for parallel machines with mixed integer programing, simulated annealing and very large neighborhood search algorithms.
Jupyter Notebook
2
star
6

OuterplanarGNNs_LoG

Official implementation of "Maximally Expressive GNNs for Outerplanar Graphs" (LoG Extended Abstract, 2023)
Python
2
star
7

GNN-Simulation

Official implementation of "Expressivity-Preserving GNN Simulation" (NeurIPS 2023)
Python
2
star
8

HomCountGNNs

GNN implementations for "Expectation Complete Graph Representations with Homomorphisms" (ICML 2023)
Python
1
star
9

OuterplanarGNNs_GLF

Official implementation of our paper "Maximally Expressive GNNs for Outerplanar Graphs" (GLF@NeurIPS 2023).
Python
1
star
10

CellComplexesToGraphs

Code repository for "Reducing Learning on Cell Complexes to Graphs" (GTRL @ ICML 2022)
Python
1
star
11

KG_21

Implementation and visualization of the TransE algorithm
Python
1
star