Graph Neural Network

30 posts

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Graph Neural Network

Graph Neural Network

@Graph_NN

In this account we try to post the latest news and general information about graph neural networks and representation learning.

California Beigetreten Temmuz 2020
66 Folgt1.6K Follower
Dr. Emily Kubicek 💻🧠
Dr. Emily Kubicek 💻🧠@steministemily·
If you see me here posting about graphs and you’re new to data science, do not fret! I had ZERO idea what graphs were until a few months ago. But now I can’t imagine my ds work without them. Here is a simple (3 sentence) explanation to get you started: geeksforgeeks.org/graph-data-str…
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Graph Neural Network
Graph Neural Network@Graph_NN·
A bit old, but great survey! And it is now updated! This is one of those posts that worth going through the comments to find good reviews and comments. Thanks @chamii22
Ines Chami@chamii22

Working with graph-structured data? Check out our recent survey for Machine Learning on Graphs: arxiv.org/pdf/2005.03675… We propose a simple framework (GraphEDM) and a comprehensive Taxonomy to review and unify several graph representation learning methods.

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Ines Chami
Ines Chami@chamii22·
GraphEDM encapsulates over thirty graph embedding methods: from graph regularization algorithms (Label Propagation, ...) to more recent advances such as random walks (DeepWalk, node2vec, ...) or GNNs (GCN, GAT, ...).
Ines Chami tweet media
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Ines Chami
Ines Chami@chamii22·
Working with graph-structured data? Check out our recent survey for Machine Learning on Graphs: arxiv.org/pdf/2005.03675… We propose a simple framework (GraphEDM) and a comprehensive Taxonomy to review and unify several graph representation learning methods.
Ines Chami tweet media
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Balcilar
Balcilar@balcilar_m·
After the age of 40, I always ask myself what is my biggest achievement in my life. My answer was to flee my country just before being imprisoned by its dictator. Now time to change my answer! #ICLR2021 paper accepted! openreview.net/forum?id=-qh0M…
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Graph Neural Network
Graph Neural Network@Graph_NN·
ICLR-2021 #workshop? "Geometrical and Topological Representation Learning" workshop submission is not open yet, but the suggested deadline by ICLR are: Submission for contribution: 26 February 2021 Mandatory Accept/Reject Notification: Mar 26, 2021 gt-rl.github.io
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Graph Neural Network
Graph Neural Network@Graph_NN·
ICLR 2021 results are out! Looking forward to the list of accepted papers to start generating those insightful figures. Hopefully we will soon start to briefly review the accepted papers in this account. #ICLR #ICLR2021 #GraphNN #GNN #GCN #RepresentationLearning #Graph
ICLR 2026@iclr_conf

Congratulations to all authors of accepted #ICLR2021 papers! 🎉 Notifications are being sent out today. We had 2997 submissions, of which 860 papers have been accepted. Of these, there will be 53 Oral, 114 Spotlight and 693 Poster presentations.

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Eurographics Conference
Eurographics Conference@EurographicsC·
#Eurographics2021 will feature a tutorial on Inverse Computational Spectral Geometry! The presenters are @EmanueleRodola, Simone Melzi, Luca Cosmo (Sapienza University of Rome), @mmbronstein (Imperial College London), and Maks Ovsjanikov (LIX, Ecole Polytechnique, IP Paris)
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Graph Neural Network
Graph Neural Network@Graph_NN·
Temporal graphs! Interested? here are a few notes: - Read: "Temporal Graph Networks ..." (aka TGN) ICML 2020 workshop by @emaros96 - Code: available on GitHub, good practice if u want to start not using DGL or PyG - The code is now available on PyG thanks to @rusty1s
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