Antonio Longa

3.48K subscribers

54 videos

Researcher at UiT working on Graph Neural Networks and temporal graphs. This channel shares experiments, ideas, and insights on graph machine learning and re...

Latest Videos

Dynamics of Deep Learning NMGML Seminar (Lorenzo Livi)

Geometry of Neural Networks NMGML Seminar (Marta Panizzut)

Graph Neural Networks Explained From MLPs to GNNs NGML Seminar

A Benchmark Dataset for Graph Regression with Homogeneous and Multi‑Relational Variants

Graph Neural Networks for Temporal Graphs State of the Art, Open Challenges, and Opportunities

Talk at Cambridge University - Neighbourhood matching creates realistic surrogate temporal networks

Complex Networks 2021 - Madrid - POSTER session - ETMM Egocentric temporal motifs miner

Memory-Efficient aggregations [Advanced PyTorch Geometric Tutorial 6]

Advanced mini-batching [Advanced PyTorch Geometric Tutorial 5]

Heterogeneous graph learning [Advanced PyTorch Geometric Tutorial 4]

Egocentric Temporal Motifs Miner (ETMM) [Paper explanation and code usage]

Price Graphs [Advanced PyTorch Geometric Tutorial 3]

GraphGym and PyG [Advanced PyTorch Geometric Tutorial 2]

Open Graph Benchmark and PyG [Advanced PyTorch Geometric Tutorial 1]

Pytorch Geometric tutorial Graph pooling DIFFPOOL

Pytorch Geometric tutorial Special Guest Sergei Ivanov

Pytorch Geometric tutorial Special Guest Matthias Fey

Pytorch Geometric tutorial Data handling in PyTorch Geometric (Part 2)

Pytorch Geometric tutorial Data handling in PyTorch Geometric (Part 1)

Pytorch Geometric tutorial Metapath2Vec

Pytorch Geometric tutorial Edge analysis

Pytorch Geometric tutorial DeepWalk and Node2Vec (Practice)

Pytorch Geometric tutorial DeepWalk and Node2Vec (Theory)

Pytorch Geometric tutorial Recurrent Graph Neural Networks

PyTorch Geometric tutorial Graph Generation

PyTorch Geometric tutorial Adversarial Regularizer (Variational) Graph Autoencoders

PyTorch Geometric tutorial Graph Autoencoders & Variational Graph Autoencoders

Pytorch Geometric tutorial Aggregation Functions in GNNs

Pytorch Geometric tutorial Convolutional Layers - Spectral methods

Pytorch Geometric tutorial Graph attention networks (GAT) implementation