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crystal22's Projects

jntm icon jntm

Source code for ACM TOIS 2017 paper "A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories".

kb2e icon kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

kbgnn icon kbgnn

The pytorch implementation of KBGNN

kdd2018_mpcn icon kdd2018_mpcn

Code for our KDD 2018 Paper "Multi-Pointer Co-Attention Networks for Recommendation"

keras-gat icon keras-gat

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

keras-self-attention icon keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

kerasgru4rec icon kerasgru4rec

Keras implementation of GRU4Rec session-based recommender system

kgcn icon kgcn

A tensorflow implementation of Knowledge Graph Convolutional Networks

kgcn-1 icon kgcn-1

Tensorflow 2.0 implementation of Knowledge Graph Convolutional Networks for Recommender Systems

kgnn-ls icon kgnn-ls

A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization

kgpl icon kgpl

A tensorflow implementation of KGPL

kgpolicy icon kgpolicy

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

knowledge-graph icon knowledge-graph

基于知识图谱的推荐系统,音乐领域知识图谱3MKG的构建

kprn icon kprn

Reasoning Over Knowledge Graph Paths for Recommendation

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