geon0325/EDGE

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Python
Created 6 months ago
Updated 4 months ago

geon0325/EDGE

geon0325

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Source code for the CIKM 2024 paper "Post-Training Embedding Enhancement for Long-Tail Recommendation."

MoCHy

Source code for VLDB 2020 paper "Hypergraph Motifs: Concepts, Algorithms, and Discoveries."

Set2Box

Source code for ICDM 2022 paper "Set2Box: Similarity Preserving Representation Learning for Sets."

THyMe

Source code for KAIS (2023) paper "Temporal Hypergraph Motifs" and ICDM 2021 paper "THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting."

covid_segmentation

Source code for the PLOS ONE (2022) and epiDAMIK@KDD 2021 paper "Simple Epidemic Models with Segmentation can be Better than Complex Ones."

HashNWalk

Source code for IJCAI 2022 paper "HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams."

VilLain

Source code for WWW 2024 paper "VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation."

weather_similarity

Jupyter Notebook

image_clustering

LightGCNpp

Source code for the RecSys 2024 paper "Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and A Remedy Towards Improved Recommendation."