Social Network Analysis
Week 06 Graph Neural Networks (GNN)
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        • Week 06 Graph Neural Networks (GNN)
        • 01 DGL
        • Seminar 06 - Graph Embeddings
        • Theory
        • Week 07 Recommendation systems
        • GNN Problems
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          • On the Bottleneck of Graph Neural Networks and its Practical Implications
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          • Scaling Down to Scale Up A Guide to Parameter Efficient Fine Tuning
          • SimTeG A Frustratingly Simple Approach Improves Textual Graph Learning
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        • Week 09 Knowledge graphs
      • Analysis of Community Structures and User Interactions in the Facebook Social Graph
      • Analysis of the user's city and university based on the VK groups to which the user is subscribed
      • Analysis of user preferences in urban communities constructinga graph of relationships
      • Changepoint detection with Network Analysis methods in Cryptocurrency (Lizunova Ekaterina)
      • Customer shopping patterns on Amazon
      • Enhancing Recommendation Systems using Knowledge Graphs and Graph Neural Networks (Kormishenkov Alexander)
      • Link to GitHub Exploring Startup Success through Social Network Analysis
      • Interaction of users of the social network X (Twitter) on issues related to Islam
      • Link to GitHub Points of discourse identification using knowledge graphs in presidential speeches. The case of President Joe Biden’s speeches concerning foreign policy in 2023 (Novitskaya Alina, Melnikov Ivan)
      • Predicting Stock Prices using GCN and LSTM Networks
      • Predicting the Popularity of GitHub Repositories
      • Link to GitHub Predicting the Popularity of Spotify Playlists based on Songs and Artists (Bazhutin Anton, Pakhomov German)
      • Link to GitHub Predicting users' political views using ego graphs (Arsen Babochiev, Vikenty Bobrov, Alexandra Karmazina)
      • Link to GitHub Social network graph of non-graphomaniac poet A.Voznesensky (hereinafter AV) (Daria Tyuryakova-Matveeva)
      • Link to GitHub Study of social norms using social network approach (Afanasyev Kirill)
      • Link to GitHub The Import structure of Russian Federation after 2022 Network Analysis (Kryuchkov Maxim)
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        • Simulation of partical systems in physycs
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        • Lectures Magolego2023
          • Author Based Sentiment Prediction
          • Crop Yield Analysis with Graph Neural Networks
          • Entity Linking using Knowledge Graphs
          • Fraud Detection using Graph Models
          • Implementing Islands and Main Path Approach in Python
          • Information Extraction with Graph Neural Networks
          • Information Retrieval based on Author Reputation
          • Predict Group's Region with Graph Models
          • Predict User's University and City using Ego graphs
          • Predicting Student Grade using Graph Neural Networks
          • Reccomendation Systems on Graphs
            • Information Extraction with Graph Neural Networks
            • Information Retrieval based on Author Reputation
            • Reccomendation Systems on Graphs
            • Analysis of Molecular Graphs
            • Введение
              • Identifying the main topics and vocabulary nets of toxic comments
              • LASTFM Users Country Prediction
              • Social Network Analysis of Policy Communication on Telegram Channels

    Week 06 Graph Neural Networks (GNN)

    Week 06 - Graph Neural Networks (GNN)

    • Описание курса
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    Date Time Activity Topic Materials
    14.05.2026 18:10-21:00 Lecture 06 Graph Neural Networks (GNN) слайды, ReadAi
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