06:09

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

36:48

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

02:23

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

35:51

Memory-Efficient aggregations [Advanced PyTorch Geometric Tutorial 6]

28:08

Advanced mini-batching [Advanced PyTorch Geometric Tutorial 5]

33:17

Heterogeneous graph learning [Advanced PyTorch Geometric Tutorial 4]

36:11

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

46:49

Price Graphs [Advanced PyTorch Geometric Tutorial 3]

42:20

GraphGym and PyG [Advanced PyTorch Geometric Tutorial 2]

24:27

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

30:52

Pytorch Geometric tutorial: Graph pooling DIFFPOOL

51:34

Pytorch Geometric tutorial: Special Guest: Sergei Ivanov

46:19

Pytorch Geometric tutorial: Special Guest: Matthias Fey

46:37

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

54:57

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

32:25

Pytorch Geometric tutorial: Metapath2Vec

38:30

Pytorch Geometric tutorial: Edge analysis

48:19

Pytorch Geometric tutorial: DeepWalk and Node2Vec (Practice)

49:13

Pytorch Geometric tutorial: DeepWalk and Node2Vec (Theory)

44:07

Pytorch Geometric tutorial: Recurrent Graph Neural Networks

27:51

PyTorch Geometric tutorial: Graph Generation

49:48

PyTorch Geometric tutorial: Adversarial Regularizer (Variational) Graph Autoencoders

46:21

PyTorch Geometric tutorial: Graph Autoencoders & Variational Graph Autoencoders

42:06

Pytorch Geometric tutorial: Aggregation Functions in GNNs

37:37

Pytorch Geometric tutorial: Convolutional Layers - Spectral methods

46:40

Pytorch Geometric tutorial: Graph attention networks (GAT) implementation

41:36

Pytorch Geometric tutorial: PyTorch basics

47:44

Pytorch Geometric tutorial: Introduction to Pytorch geometric

01:53:59

Laboratorio di Informatica Parte 15 - CIBIO - Unitn 2020/2021

02:28:08

Laboratorio di Informatica Parte 14 - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte 13 - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte 12 - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte 11 - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte10 - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte9 - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte8_b - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte8_a - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte7_a - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte6_b - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte6_a - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte5 - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte4_b - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte4_a - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte3_b - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte3_a - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte2_b - CIBIO - Unitn 2020/2021

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Laboratorio di Informatica Parte2_a - CIBIO - Unitn 2020/2021

45:54

Laboratorio di Informatica Parte1_b - CIBIO - Unitn 2020/2021

50:41

Laboratorio di Informatica Parte1_a - CIBIO - Unitn 2020/2021

00:30

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