Alternatives and similar repositories for LightGNN

Users that are interested in LightGNN are comparing it to the libraries listed below

• SpaceLearner / JGCF
  A simple, efficient and effective Jacobi polynomial-based graph collaborative filtering algorithm.
  ☆39Updated 2 years ago
• HKUDS / SSLRec
  [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
  ☆533Updated 5 months ago
• HKUDS / AnyGraph
  "AnyGraph: Graph Foundation Model in the Wild"
  ☆212Updated 11 months ago
• HKUDS / RLMRec
  [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"
  ☆410Updated last year
• HKUDS / OpenGraph
  [EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"
  ☆316Updated 11 months ago
• UlionTse / mlgb
  MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. 「妙计包」是一个包含50+点击率预估和推荐系统深度模型的、…
  ☆713Updated 3 weeks ago
• HKUDS / RecLM
  [ACL2025] "RecLM: Recommendation Instruction Tuning"
  ☆106Updated 3 months ago
• HKUDS / XRec
  [EMNLP'2024] "XRec: Large Language Models for Explainable Recommendation"
  ☆161Updated 11 months ago
• LMissher / Awesome-Spatio-Temporal-Foundation-Models
  A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, s…
  ☆145Updated 3 months ago
• AlgRUC / JittorGeometric
  JittorGeometric is a Jittor-based graph machine learning library.
  ☆208Updated 3 weeks ago
• ZJU-DAILY / E2DTC
  Source code for E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. ICDE 2021.
  ☆80Updated 4 years ago
• pat-jj / RAS
  RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
  ☆55Updated 4 months ago
• CharlieSCC / alpha
  ☆76Updated 2 years ago
• hly1998 / ODH
  The codes for a paper
  ☆15Updated 6 months ago
• yueliu1999 / Dink-Net
  [ICML 2023] An official source code for paper "Dink-Net: Neural Clustering on Large Graphs".
  ☆227Updated last year
• rllm-team / rllm
  Pytorch Library for Relational Table Learning with LLMs.
  ☆429Updated 3 weeks ago
• ZJU-DAILY / ST2Vec
  Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.
  ☆74Updated 2 years ago
• wushangbin / MGFN
  MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…
  ☆179Updated last year
• MangoKiller / MolTC
  ☆167Updated last year
• HKUDS / SepLLM
  [ICML 2025] "SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator"
  ☆546Updated last month
• HaSai666 / rec_pangu
  rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequen…
  ☆143Updated 2 years ago
• DayanaYuan / RAA-KGC
  ☆33Updated 4 months ago
• PeiJieSun / NESCL
  The code repository for the paper: Peijie et al., Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. IEEE…
  ☆101Updated last year
• ZJU-DAILY / T-Assess
  [VLDB 2025] Source code for T-Assess: An Efficient Data Quality Assessment System Tailored for Trajectory Data
  ☆79Updated 9 months ago
• microsoft / TimeCraft
  Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications
  ☆807Updated last month
• HKUST-KnowComp / CoT-ICL-Eval
  Official Repository for Paper: The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning
  ☆50Updated 5 months ago
• LUOyk1999 / GNNPlus
  [ICML 2025] Implementation of "GNN+ (ModernGNN): Can Classic GNNs Be Strong Baselines for Graph-level Tasks?"
  ☆74Updated 3 weeks ago
• chensyCN / Agentic-RAG
  A clean and extensible agentic RAG system with modular implementation.
  ☆121Updated 4 months ago
• 0x0C001 / OpenSFT
  ☆45Updated 5 months ago
• ZJU-DAILY / HPM
  ☆10Updated last year