PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

SASRec: Self-Attentive Sequential Recommendation

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

The source code for WWW 2022 Paper "Filter-enhanced MLP is All You Need for Sequential Recommendation"

This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

SIGIR 2024, Sequential recommendation, Attribute-Opinions, Fine-grained User and Item Representation.

[ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"

A list of awesome papers and resources of recommender system on large language model (LLM).

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

基于springboot-es的博客检索系统

[WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"

[KDD22] Official PyTorch implementation for "Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning".

TOIS'23, Personalized Prompt Learning for Explainable Recommendation

Source code for SIGIR 2023 paper: Prompt Learning for News Recommendation

原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！

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

[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"

[WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".

[KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".

Recommender systems with large language models (Paper list)

The latest paper list of large language model (LLM) for recommendation

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

[ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."