A Curated List of Must-read Papers on Recommender System.
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Updated
Jun 6, 2024
A Curated List of Must-read Papers on Recommender System.
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
Some algorithms about traditional and social recommendation.
A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)
Graph Neural Network based Social Recommendation Model. SIGIR2019.
Summary of social recommendation papers and codes
The collection of papers about recommender system
Must-read Papers for Recommender Systems (RS)
Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017
Probabilistic Matrix Factorization with Social Trust for Recommendation (Ma et al. SIGIR 2009)
Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"
Social Recommendation with an Essential Preference Space (AAAI 2018)
Code for "Content-Based Social Recommendation with Poisson Matrix Factorization" (ECML-PKDD 2017)
[IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"
The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)
[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"
This is our Tensorflow implementation for "Social Collaborative Mutual Learning for Item Recommendation" (SCML) TKDD 2020.
Multi-domain social recommender system • University project • 2018 - Web & Social information extraction - MSc in Computer Science, II year
Discrete Trust-aware Matrix Factorization for Fast Recommendation. IJCAI, 2019.
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