QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
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Updated
Dec 26, 2023 - Python
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.
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"
Social Recommendation with an Essential Preference Space (AAAI 2018)
[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)
This is our Tensorflow implementation for "Social Collaborative Mutual Learning for Item Recommendation" (SCML) TKDD 2020.
[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"
"RecDiff: Diffusion Model for Social Recommendation"
Code implementation for the paper "Keen2Act: Activity Recommendation in Online Social Collaborative Platforms" (UMAP'20).
Reproduce codes while learning GraphRec: Graph Neural Networks for Social Recommendation. Wenqi Fan, Yao Ma, Qing Li, Yuan He, Eric Zhao, Jiliang Tang, and Dawei Yin. In Proceedings of the 28th International Conference on World Wide Web (WWW), 2019.
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