hongleizhang

NESCL

The code repository for the paper: Peijie et al., Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. IEEE TKDE, 2023.

kmeans_pytorch

kmeans using PyTorch

Torch-MGDCF

Source code (PyTorch) and dataset of the paper "MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering"

FedFairRec

Federated Fairness-aware Recommendation

llm-sp

Papers and resources related to the security and privacy of LLMs 🤖

TinyBert

简洁易用版TinyBert：基于Bert进行知识蒸馏的预训练语言模型

CoWPiRec

The official implementation for Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation.

ETL-master

This is a pytorch implementation of our paper: "Towards Equivalent Transformation of User Preferences in Cross Domain Recommendation"

RpHGNN

Source code and dataset of the paper "Efficient Heterogeneous Graph Learning via Random Projection"

alone_seq2seq

Algorithm-Practice-in-Industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

FederatedRS

A collection of research papers on Federated Recommender Systems.

IDvs.MoRec

End-to-end Training for Multimodal Recommendation Systems

Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review

Paper List of Pre-trained Foundation Recommender Models

LLM4RS

the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”

recmetrics

A library of metrics for evaluating recommender systems

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

FMSS

The experiments codes for our FMSS.

MMSSL

[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"

Recommender-System

推荐系统综述

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

Paper-Picture-Writing-Code

MLNLP: Paper Picture Writing Code

recsys-dataset

🛍 A real-world e-commerce dataset for session-based recommender systems research.

PoisonFedDLRS

Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios

MetaMF

RecSys_Course_AT_PoliMi

This is the official repository for the Recommender Systems course at Politecnico di Milano.

Federated-Learning-with-Differential-Privacy

Implementation of dp-based federated learning framework using PyTorch