A Curated List of Must-read Papers on Recommender System.
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Updated
Aug 10, 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.
Summary of social recommendation papers and codes
A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)
Graph Neural Network based Social Recommendation Model. SIGIR2019.
Must-read Papers for Recommender Systems (RS)
The collection of papers about recommender system
[CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"
Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017
Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"
[IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"
Probabilistic Matrix Factorization with Social Trust for Recommendation (Ma et al. SIGIR 2009)
[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"
The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)
Code for "Content-Based Social Recommendation with Poisson Matrix Factorization" (ECML-PKDD 2017)
Social Recommendation with an Essential Preference Space (AAAI 2018)
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
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