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Introduction
Introduction
introduction_cnt16.pptxNetworks: Basic Structure and Measures
Networks: Basic Structure and Measures
Networks_Structure_Measures.pdfPageRank
PageRank
09-pagerank_removed.pdfHITS
HITS
irch21.pdfIntroduction to community detection
Introduction to community detection
04-communities_removed.pdfCommunity Detection Algorithm
Community Detection Algorithm
Community Detection in Networks.pdfGraph Representation Learning
Graph Representation Learning
Graph Representation Learning (1).pdfRandom Walk Optimization
Random Walk Optimization
02-nodeemb_removed.pdfDeep Graph Encoders
Deep Graph Encoders
03-GNN1_removed.pdfA GNN Layer
A GNN Layer
04-GNN2_removed.pdfHeterogeneous Graphs
Heterogeneous Graphs
Heterogeneous_graphs_KG_embeddings.pdfExpressiveness of GNNs
Expressiveness of GNNs
06-theory_removed.pdfGNNs as recommender systems
GNNs as recommender systems
11-recsys_removed.pdfKG Completion Models
KG_April_1st.pdfKG Embeddings
KG_embeddings_Apr03.pdfReasoning over KGs
KG_reasoning_Apr03.pdfEmbed with box embeddings
KG_Reasoning_April_8th.pdfDeep Generative Models for Graphs
Graph_generation_April_10th.pdfPage updated
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