ocatias Goto Github PK

alexandria

amp_fifo_q

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

aoc2021

aoc2022

aoc2023

autoencoders

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

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.

cellcomplexestographs

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

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)

hom-count

homcountgnns

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

kg_21

Implementation and visualization of the TransE algorithm

lcmc_sim

Liquid Crystal Monte Carlo Simulation

lcmc_vis

Visualisation program for liquid crystal monte carlo simulation

metaheuristic-upms

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

ocatias.github.io

Personal Website

outerplanargnns_glf

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

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.

wl_return

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