social-recommendation

RSTutorials: A Curated List of Must-read Papers on Recommender System.

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

RSTutorials: A Curated List of Algorithms about Traditional and Social Recommender System.

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"

The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)

[IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"

[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"

Probabilistic Matrix Factorization with Social Trust for Recommendation (Ma et al. SIGIR 2009)

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.

Implementation of KDD'26 paper "Embedding-Space Orthogonal Decomposition for Robust Social Recommendation".

Multi-domain social recommender system • University project • 2018 - Web & Social information extraction - MSc in Computer Science, II year