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1.4k

6.2k

mit

334

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

survey read-papers deep-learning recommender-system social-recommender social-recommendation deep-learning-based-rs collaborative-filtering

Created 2018-01-30

276 commits to master branch, last one 4 months ago

QRec Coder-Yu

406

1.6k

unknown

69

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

algorithm tensorflow deep-learning recommender-system social-recommendation

Created 2016-09-24

893 commits to master branch, last one 12 months ago

RSAlgorithms hongleizhang

203

704

unknown

29

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

recommender-system social-recommendation traditional-recommendation

Created 2017-09-05

62 commits to master branch, last one 8 months ago

Social-Recommendation npxiaoying

30

206

unknown

3

Summary of social recommendation papers and codes

deep-learning social-network recommender-system graph-neural-networks social-recommendation collaborative-filtering

Created 2020-08-21

42 commits to master branch, last one 2 years ago

GraphRec_PyTorch Wang-Shuo

48

193

gpl-3.0

7

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

pytorch recommendation graph-neural-networks social-recommendation

Created 2019-10-13

7 commits to master branch, last one 5 years ago

diffnet PeiJieSun

45

176

mit

5

Graph Neural Network based Social Recommendation Model. SIGIR2019.

gcn gnn sigir2019 neural-graph neural-network recommendation graph-neural-network neural-network-graph social-recommendation graph-convolutional-network neural-graph-recommendation

Created 2019-04-19

104 commits to master branch, last one 6 months ago

Recommender-Systems-Paper hegongshan

17

150

unknown

1

Must-read Papers for Recommender Systems (RS)

deep-learning learning-to-rank rating-prediction click-through-rate recommender-systems graph-neural-network matrix-factorization social-recommendation top-n-recommendations collaborative-filtering sequential-recommendation explainable-recommendation graph-based-recommendation graph-convolutional-network conversational-recommendation point-of-interest-recommendation

Created 2020-09-13

103 commits to master branch, last one 3 years ago

Awesome-Recommender-System loserChen

19

84

unknown

6

The collection of papers about recommender system

paper awesome attention embeddings ctr-prediction rating-prediction poi-recommendation recommender-system social-recommendation collaborative-filtering

Created 2019-12-28

28 commits to master branch, last one 9 months ago

RecDiff HKUDS

2

70

apache-2.0

2

[CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"

diffusion-models denoising-diffusion recommender-systems graph-neural-networks social-recommendation

Created 2024-05-29

11 commits to main branch, last one 2 months ago

DSL HKUDS

4

26

unknown

4

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

data-augmentation recommender-systems graph-neural-networks social-recommendation self-supervised-learning

Created 2023-05-19

7 commits to main branch, last one 4 months ago