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crystal22's Projects

hgn icon hgn

Hierarchical Gating Networks for Sequential Recommendation

hgnn icon hgnn

Hypergraph Neural Networks (AAAI 2019)

hgnn-1 icon hgnn-1

This repository is an implementation of our proposed HGNN(Hierarchical Graph Neural Networks) model

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Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"

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Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems

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Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.

hyperrec icon hyperrec

Code for Next-item Recommendation with Sequential Hypergraph (SIGIR2020)

ian icon ian

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

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InternalandContextualAttentionNetworkforCold-startMulti-channel MatchinginRecommendation

icc2020_fgcrec icon icc2020_fgcrec

Official code for FGCRec: Fine-Grained Geographical Characteristics Modeling for Point-of-Interest Recommendation (ICC 2020)

iconip2019_carec icon iconip2019_carec

Official code for CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian Personalized Ranking (ICONIP 2019)

ijcai2019_hgat icon ijcai2019_hgat

Semi-supervised User Profiling with Heterogeneous Graph Attention Networks, IJCAI 2019.

ijcnn2020_fgrec icon ijcnn2020_fgrec

Official code for FGRec: A Fine-Grained Point-of-Interest Recommendation Framework by Capturing Intrinsic Influences (IJCNN 2020)

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interactive Multi-Task Learning

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Artefacts related to the AISTATS 2021 paper "Learning Temporal Point Processes with Intermittent Observations".

inf-vae icon inf-vae

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

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