HKUDS/LightGCL external links

---

GitHub - View repository

GitHub.dev - Open in online code editor

Star history - Growth chart over time

deps.dev - Dependencies and security vulnerabilities

Gitingest - Export source code for LLM usage

Repomix - Export source code for LLM usage

uithub - Export source code for LLM usage

Close

HKUDS/LightGCL

Readme badge preview -

If you own this repo, copy the snippet below and add it to your README.md

---

Copy

[![RelatedRepos](https://img.shields.io/badge/related-repos-yellow)](https://relatedrepos.com/gh/HKUDS/LightGCL)

Close

HKUDS / LightGCLView on GitHubMore

• External links
• Readme badge

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

☆199Jun 13, 2023Updated 3 years ago

Alternatives and similar repositories for LightGCL

Users that are interested in LightGCL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.

• HKUDS / AdaGCL

  View on GitHub
  [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"
  ☆66Mar 17, 2024Updated 2 years ago
• HKUDS / MAERec

  View on GitHub
  [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"
  ☆67Jun 1, 2023Updated 3 years ago
• HKUDS / HGCL

  View on GitHub
  [WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"
  ☆127Nov 4, 2024Updated last year
• HKUDS / SimRec

  View on GitHub
  [WWW'23] "SimRec: Graph-less Collaborative Filtering"
  ☆30May 6, 2023Updated 3 years ago
• HKUDS / AutoCF

  View on GitHub
  [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"
  ☆49Feb 28, 2024Updated 2 years ago
• Deploy on Railway without the complexity - Free Credits Offer • Ad
  Connect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
• HKUDS / GTE

  View on GitHub
  [CIKM'2023] "GTE: How Expressive are Graph Neural Networks for Recommendation?"
  ☆19Aug 23, 2023Updated 2 years ago
• HKUDS / RCL

  View on GitHub
  [Recsys'2023] "RCL: Multi-Relational Contrastive Learning for Recommendation"
  ☆16Sep 6, 2023Updated 2 years ago
• HKUDS / DCCF

  View on GitHub
  [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"
  ☆62Mar 18, 2024Updated 2 years ago
• HKUDS / DGNN

  View on GitHub
  [ICDE'23] "DGNN: Disentangled Graph Social Recommendation"
  ☆24Mar 24, 2023Updated 3 years ago
• HKUDS / GFormer

  View on GitHub
  [SIGIR'2023] "GFormer: Graph Transformer for Recommendation"
  ☆71Jun 10, 2024Updated 2 years ago
• HKUDS / MixRec

  View on GitHub
  [WSDM'2025] "MixRec: Heterogeneous Graph Collaborative Filtering"
  ☆20Dec 19, 2024Updated last year
• THUwangcy / DirectAU

  View on GitHub
  KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering
  ☆71Oct 27, 2022Updated 3 years ago
• HKUDS / KGRec

  View on GitHub
  [KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"
  ☆81Jun 10, 2024Updated 2 years ago
• HKUDS / SSLRec

  View on GitHub
  [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
  ☆565Mar 21, 2025Updated last year
• Deploy on Railway without the complexity - Free Credits Offer • Ad
  Connect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
• Coder-Yu / SELFRec

  View on GitHub
  An open-source framework for self-supervised recommender systems.
  ☆640Jun 6, 2025Updated last year
• HKUDS / MMSSL

  View on GitHub
  [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"
  ☆225Jun 20, 2024Updated 2 years ago
• HKUDS / GraphST

  View on GitHub
  [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
  ☆57Dec 24, 2024Updated last year
• HKUDS / GraphAug

  View on GitHub
  [ICDE'2024] "GraphAug: Graph Augmentation for Recommendation"
  ☆23Sep 17, 2024Updated last year
• HKUDS / GraphPro

  View on GitHub
  [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"
  ☆73Jun 10, 2024Updated 2 years ago
• HKUDS / CL4ST

  View on GitHub
  [CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"
  ☆23Jun 17, 2024Updated 2 years ago
• HKUDS / LLMRec

  View on GitHub
  [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"
  ☆537Jun 10, 2024Updated 2 years ago
• RUCAIBox / NCL

  View on GitHub
  [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".
  ☆124Nov 11, 2022Updated 3 years ago
• HKUDS / EasyST

  View on GitHub
  [CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"
  ☆20Sep 17, 2024Updated last year
• Deploy to Railway using AI coding agents - Free Credits Offer • Ad
  Use Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
• akaxlh / HCCF

  View on GitHub
  HCCF, SIGIR 2022
  ☆102Aug 17, 2023Updated 2 years ago
• HKUDS / Awesome-SSLRec-Papers

  View on GitHub
  [ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"
  ☆125Aug 25, 2024Updated last year
• HKUDS / PromptMM

  View on GitHub
  [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"
  ☆51Mar 20, 2024Updated 2 years ago
• HKUDS / GPT-ST

  View on GitHub
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆92Jun 10, 2024Updated 2 years ago
• HKUDS / STExplainer

  View on GitHub
  [CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"
  ☆60Jun 17, 2024Updated 2 years ago
• AIM-SE / AC-TSR

  View on GitHub
  Official code for paper "Attention Calibration for Transformer-based Sequential Recommendation"
  ☆17Oct 18, 2023Updated 2 years ago
• iLearn-Lab / SIGIR23-LightGT

  View on GitHub
  [SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation
  ☆28Apr 5, 2026Updated 4 months ago
• HKUDS / DSL

  View on GitHub
  [IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"
  ☆31Aug 1, 2024Updated 2 years ago
• HKUDS / AutoST

  View on GitHub
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆67Aug 3, 2023Updated 3 years ago
• AI Agents on DigitalOcean Gradient AI Platform • Ad
  Build production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
• HKUDS / DCRec

  View on GitHub
  [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"
  ☆63May 14, 2023Updated 3 years ago
• HKUDS / DiffKG

  View on GitHub
  [WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"
  ☆139Nov 27, 2025Updated 8 months ago
• HKUDS / DiffMM

  View on GitHub
  [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"
  ☆104Jul 21, 2024Updated 2 years ago
• KingGugu / DA-CL-4Rec

  View on GitHub
  Official repository for TKDE 2026 paper: Data Augmentation for Sequential Recommendation: A Survey
  ☆437Sep 2, 2025Updated 11 months ago
• yuh-yang / KGCL-SIGIR22

  View on GitHub
  [SIGIR'22] Knowledge Graph Contrastive Learning for Recommendation
  ☆127Aug 18, 2023Updated 2 years ago
• HKUDS / SelfGNN

  View on GitHub
  [SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"
  ☆72Jun 10, 2024Updated 2 years ago
• HKUDS / RecDiff

  View on GitHub
  [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"
  ☆88Jun 16, 2025Updated last year