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ywhuazhong's Projects

hgcl icon hgcl

[WSDM'2023] "Heterogeneous Graph Contrastive Learning for Recommendation"

hgmae icon hgmae

Code & data for AAAI'23 Oral paper "Heterogeneous Graph Masked Autoencoders".

hgsage icon hgsage

An effective Heterogeneous Information Network Representation Learning Framework

hlstrajforecast icon hlstrajforecast

The official implementation of "Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting" accepted to ECCV2022.

lifeke icon lifeke

基于链接实体回放的多源知识图谱终身表示学习

lightgcl icon lightgcl

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

mgcl icon mgcl

The complete codes of the paper "Multimodal Graph Contrastive Learning for Recommendation"

micromobility icon micromobility

Analysis of Chicago's 2019 e-scooter pilot data utilizing Pandas and Matplotlib for EDA, as well as K-Means and Hierarchical clustering unsupervised models to determine how scooter companies can increase their profit.

mmssl icon mmssl

[WWW'2023] "Multi-Modal Self-Supervised Learning for Recommendation"

mobility_emissions icon mobility_emissions

Collection of methods that compute emissions starting from mobility trajectories.

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