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.
  ☆41Updated last year
• PeiJieSun / NESCL
  The code repository for the paper: Peijie et al., Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. IEEE…
  ☆101Updated 7 months ago
• HKUDS / RecLM
  "RecLM: Recommendation Instruction Tuning"
  ☆99Updated 2 months ago
• MangoKiller / MolTC
  ☆167Updated 7 months ago
• HKUDS / AnyGraph
  "AnyGraph: Graph Foundation Model in the Wild"
  ☆208Updated 5 months ago
• HaSai666 / rec_pangu
  rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequen…
  ☆135Updated last year
• AlgRUC / JittorGeometric
  JittorGeometric is a Jittor-based graph machine learning library.
  ☆149Updated last month
• yueliu1999 / Dink-Net
  [ICML 2023] An official source code for paper "Dink-Net: Neural Clustering on Large Graphs".
  ☆225Updated last year
• HKUDS / RLMRec
  [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"
  ☆371Updated 8 months ago
• yueliu1999 / ELCRec
  [NeurIPS 2024] An official source code for paper "End-to-end Learnable Clustering for Intent Learning in Recommendation".
  ☆52Updated 2 months ago
• Jinjiarui / STARec
  Code for WWW'22 "Learn over Past, Evolve for Future: Search-based Time-aware Recommendation with Sequential Behavior Data"
  ☆52Updated last year
• HKUDS / XRec
  [EMNLP'2024] "XRec: Large Language Models for Explainable Recommendation"
  ☆144Updated 5 months ago
• HKUDS / SSLRec
  [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
  ☆498Updated 4 months ago
• nuochenpku / Graph-Reasoning-LLM
  [KDD 2024]this is project for training explicit graph reasoning large language models.
  ☆88Updated 2 months ago
• rllm-team / rllm
  Pytorch Library for Relational Table Learning with LLMs.
  ☆335Updated this week
• key2long / NMP-QEM
  PyTorch implementation of <Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs>
  ☆32Updated last year
• 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、…
  ☆477Updated this week
• cyjdlhy / diffusion_flow_inversion
  ☆14Updated 2 months ago
• wushangbin / MGFN
  MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…
  ☆183Updated 9 months ago
• xiongsiheng / TILP
  [ICLR 23] Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
  ☆25Updated 2 months ago
• yuanze-lin / Olympus
  [CVPR 2025] The official code for "Olympus: A Universal Task Router for Computer Vision Tasks"
  ☆48Updated last week
• ZJU-DAILY / ST2Vec
  Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.
  ☆68Updated 2 years ago
• geekinglcq / HRec
  Heterogeneous Recommendation
  ☆48Updated 2 years ago
• CharlieSCC / alpha
  ☆74Updated last year
• EduKgs / entity_linking
  ☆147Updated 10 months ago
• ZJU-DAILY / TSM
  Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study
  ☆55Updated last year
• yueliu1999 / HSAN
  [AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
  ☆214Updated 2 years ago
• Rcrossmeister / Knowledge-to-SQL
  [ACL2024 Findings] Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
  ☆56Updated this week
• chensyCN / llm4ea_official
  (NeurIPS‘24) LLM4EA: <Entity Alignment with Noisy Annotations from Large Language Models>
  ☆50Updated last month