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peacegui's Projects

fractair icon fractair

Fractional calculus and commercial air transport models used in: arxiv.org/abs/1601.07655

gatne icon gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

glodyne icon glodyne

GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

grakel icon grakel

A scikit-learn compatible library for graph kernels

graph_sample_rl icon graph_sample_rl

Influence maximization in unknown social networks: Learning Policies for Effective Graph Sampling (official code repository)

graphml-contest-2019-oracle-polimi icon graphml-contest-2019-oracle-polimi

Multi‑label vertex classification on a protein‑protein interaction network generating a powerful embedding of its graph - @ Oracle Labs, Politecnico di Milano

graphrole icon graphrole

Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)

han icon han

Heterogeneous Graph Neural Network

hine icon hine

Heterogeneous Information Network Embedding

id-cnn-cws icon id-cnn-cws

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

id-daml icon id-daml

推荐系统---实验+复现+创新

idgan icon idgan

Model information diffusion with GAN

im_greedycelf icon im_greedycelf

Source code for blog post at https://hautahi.com/im_greedycelf

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

inf-vae icon inf-vae

Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction

influence-maximization-1 icon influence-maximization-1

The project is trying to find the most influential group of nodes in a huge social network.(SUSTech AI lab3)

infomap icon infomap

Multi-level network clustering based on the Map Equation

information-extraction-chinese icon information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

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