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[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

Python 489 66 Updated Oct 30, 2024

Causal Disentangled Recommendation Against Preference Shifts (TOIS), 2023

Python 9 1 Updated Mar 28, 2023

This is the codes of DGEL. Thanks for your kindly attention and citing.

Python 7 2 Updated Nov 27, 2024
Python 5 Updated Aug 16, 2023
Jupyter Notebook 37 3 Updated Oct 24, 2023
Python 8 Updated Oct 18, 2023

Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"

Python 16 2 Updated Oct 22, 2023
Python 14 3 Updated Jan 28, 2023

Mitigating Popularity Bias for Users and Items with Fairness-centric Adaptive Recommendation

Python 7 1 Updated Feb 24, 2023

Pytorch implementation of DGCF

Python 18 4 Updated May 28, 2021

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

Python 57 5 Updated Mar 18, 2024

Public repository of Providing Previously Unseen Users Fair Recommendations Using Variational Autoencoders

Python 1 1 Updated Aug 22, 2023

Implementations of Influential Recommender System

Python 9 Updated Oct 29, 2024
Python 1 Updated Apr 26, 2023

Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation

Python 59 6 Updated Apr 2, 2023

This is a repository of public data sources for Recommender Systems (RS).

Python 911 135 Updated Sep 5, 2024
Python 36 4 Updated Jul 31, 2023

“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.

Python 564 97 Updated Jan 18, 2025

Candidate–aware Graph Contrastive Learning for Recommendation

Python 9 2 Updated Nov 15, 2023
Python 96 14 Updated Sep 17, 2022
Python 2 Updated Feb 28, 2023
Python 1 1 Updated Aug 28, 2024

Diffusion Recommender Model

Python 199 28 Updated Jul 4, 2024

This is an implementation for our SIGIR2023 paper "Prediction then Correction: An Abductive Prediction Correction Method for Sequential Recommendation" based on PyTorch.

Python 6 2 Updated Jul 3, 2023

This is an implementation for our SIGIR 2020 paper: How to Retrain Recommender System? A Sequential Meta-Learning Method.

Python 45 14 Updated Jun 15, 2023

FIRE forked from official implementation

Python 1 Updated Jan 21, 2022
Python 13 2 Updated Aug 28, 2024

The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems

374 31 Updated Jan 24, 2025

WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"

Python 54 9 Updated Mar 16, 2022
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