HKUDS/Awesome-LLM4Graph-Papers 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/Awesome-LLM4Graph-Papers

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/Awesome-LLM4Graph-Papers)

Close

HKUDS / Awesome-LLM4Graph-PapersView on GitHubMore

• External links
• Readme badge

[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"

☆369Mar 15, 2025Updated last year

Alternatives and similar repositories for Awesome-LLM4Graph-Papers

Users that are interested in Awesome-LLM4Graph-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.

• HKUDS / GraphPro

  View on GitHub
  [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"
  ☆72Jun 10, 2024Updated 2 years ago
• yhLeeee / Awesome-LLMs-in-Graph-tasks

  View on GitHub
  A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
  ☆657Mar 21, 2025Updated last year
• HKUDS / GraphAug

  View on GitHub
  [ICDE'2024] "GraphAug: Graph Augmentation for Recommendation"
  ☆23Sep 17, 2024Updated 2 years ago
• HKUDS / Awesome-SSLRec-Papers

  View on GitHub
  [ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"
  ☆125Aug 25, 2024Updated 2 years ago
• HKUDS / EasyST

  View on GitHub
  [CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"
  ☆19Sep 17, 2024Updated 2 years ago
• 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.
• HKUDS / GraphEdit

  View on GitHub
  "GraphEdit: Large Language Models for Graph Structure Learning"
  ☆143Jun 24, 2024Updated 2 years ago
• HKUDS / FlashST

  View on GitHub
  [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
  ☆94Sep 2, 2024Updated 2 years ago
• HKUDS / HiGPT

  View on GitHub
  [KDD'2024] "HiGPT: Heterogenous Graph Language Models"
  ☆146Jun 5, 2024Updated 2 years ago
• XiaoxinHe / Awesome-Graph-LLM

  View on GitHub
  A collection of AWESOME things about Graph-Related LLMs.
  ☆2,451Nov 5, 2025Updated 11 months ago
• HKUDS / DGNN

  View on GitHub
  [ICDE'23] "DGNN: Disentangled Graph Social Recommendation"
  ☆23Mar 24, 2023Updated 3 years ago
• HKUDS / CL4ST

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

  View on GitHub
  [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"
  ☆52Mar 20, 2024Updated 2 years ago
• PeterGriffinJin / Awesome-Language-Model-on-Graphs

  View on GitHub
  A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)
  ☆998Mar 2, 2025Updated last year
• HKUDS / GraphGPT

  View on GitHub
  [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"
  ☆830Jun 25, 2024Updated 2 years ago
• 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.
• HKUDS / OpenGraph

  View on GitHub
  [EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"
  ☆337Oct 11, 2024Updated 2 years ago
• WxxShirley / Awesome-Graph-Prompt

  View on GitHub
  Awesome Papers About Performing Prompting On Graphs
  ☆426May 15, 2025Updated last year
• HKUDS / RCL

  View on GitHub
  [Recsys'2023] "RCL: Multi-Relational Contrastive Learning for Recommendation"
  ☆15Sep 6, 2023Updated 3 years ago
• HKUDS / GFormer

  View on GitHub
  [SIGIR'2023] "GFormer: Graph Transformer for Recommendation"
  ☆71Jun 10, 2024Updated 2 years ago
• THUDM / P2TAG

  View on GitHub
  ☆10Jul 2, 2024Updated 2 years ago
• HKUDS / MixRec

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

  View on GitHub
  [EMNLP'2024] "XRec: Large Language Models for Explainable Recommendation"
  ☆172Sep 24, 2024Updated 2 years ago
• HKUDS / SimRec

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

  View on GitHub
  "AnyGraph: Graph Foundation Model in the Wild"
  ☆230Sep 19, 2024Updated 2 years ago
• Serverless GPU API endpoints on Runpod - Get Bonus Credits • Ad
  Skip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
• HKUDS / EasyRec

  View on GitHub
  [EMNLP'2025] "EasyRec: Simple yet Effective Language Model for Recommendation"
  ☆150Nov 3, 2025Updated 11 months ago
• HKUDS / GraphST

  View on GitHub
  [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
  ☆57Dec 24, 2024Updated last year
• ZhuYun97 / ENGINE

  View on GitHub
  Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"
  ☆39Jun 24, 2024Updated 2 years ago
• TianyuFan0504 / WAS

  View on GitHub
  Code for ICLR'24 Paper "Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks"
  ☆11Mar 12, 2024Updated 2 years ago
• HKUDS / DSL

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

  View on GitHub
  [CIKM'2023] "GTE: How Expressive are Graph Neural Networks for Recommendation?"
  ☆18Aug 23, 2023Updated 3 years ago
• CurryTang / TSGFM

  View on GitHub
  NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
  ☆52Dec 21, 2024Updated last year
• LechengKong / OneForAll

  View on GitHub
  A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.
  ☆257May 18, 2024Updated 2 years ago
• THUMNLab / awesome-large-graph-model

  View on GitHub
  Papers about large graph models.
  ☆291Mar 24, 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 / RecDiff

  View on GitHub
  [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"
  ☆90Jun 16, 2025Updated last year
• SitaoLuan / LLM4Graph

  View on GitHub
  ☆193Mar 25, 2024Updated 2 years ago
• HaitaoMao / Awesome_Graph_Foundation_Models

  View on GitHub
  Accompanied repositories for our paper Graph foundation model
  ☆237Nov 11, 2024Updated last year
• HKUDS / RLMRec

  View on GitHub
  [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"
  ☆463Jun 26, 2024Updated 2 years ago
• sheldonresearch / ProG

  View on GitHub
  A Unified Python Library for Graph Prompting
  ☆586Jun 2, 2026Updated 4 months ago
• HKUDS / SSLRec

  View on GitHub
  [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
  ☆567Mar 21, 2025Updated last year
• HKUDS / STExplainer

  View on GitHub
  [CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"
  ☆62Jun 17, 2024Updated 2 years ago