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.

LCMC_Sim

Liquid Crystal Monte Carlo Simulation

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.

GNN-Simulation

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

Metaheuristic-UPMS

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

OuterplanarGNNs_LoG

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

CellComplexesToGraphs

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

HomCountGNNs

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

KG_21

Implementation and visualization of the TransE algorithm

OuterplanarGNNs_GLF

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

Alexandria

AMP_FIFO_Q

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

AoC2021

AoC2022

WL_Return

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

AoC2023

autoencoders

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

hom-count

LCMC_Vis

Visualisation program for liquid crystal monte carlo simulation

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