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Search results for recommendation system self supervised learning

recommendation-system x

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Sigir2020_peterrec ⭐ 194

Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

Sigir2021_conure ⭐ 39

One Person, One Model, One World: Learning Continual User Representation without Forgetting

[WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"

Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23

[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"

[WSDM 2021]Bipartite Graph Embedding via Mutual Information Maximization

Graph Papers ⭐ 21

Graph Neural Network, Self-Supervised Learning, Contrastive Learning, RecSys, Transformer Papers Reading Notes.

Source code for "SelfCF: A Simple Framework for Self-supervised Collaborative Filtering". Accepted by ACM TORS.

Awesome Graph Self Supervised Learning Based Recommendation ⭐ 15

A curated list of awesome graph & self-supervised-learning-based recommendation.

Self-supervised neural network for music recommendations.

[SIGIR'2023] MAERec: Graph Masked Autoencoder for Sequential Recommendation

Self Supervised Learning For Sequential Recommender Systems ⭐ 14

[CCIR 2023] Self-supervised learning for Sequential Recommender Systems

[KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"

Pretrain_recommend_transfer ⭐ 7

迁移学习，预训练，表征学习，跨域推荐，冷启动，用户画像

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

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Python Self Supervised Learning (414)

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