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…
  ☆102Updated 8 months ago
• HKUDS / RecLM
  "RecLM: Recommendation Instruction Tuning"
  ☆101Updated 3 months ago
• HKUDS / RLMRec
  [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"
  ☆380Updated 9 months ago
• HKUDS / AnyGraph
  "AnyGraph: Graph Foundation Model in the Wild"
  ☆209Updated 7 months ago
• HKUDS / XRec
  [EMNLP'2024] "XRec: Large Language Models for Explainable Recommendation"
  ☆148Updated 6 months ago
• MangoKiller / MolTC
  ☆168Updated 9 months ago
• HKUDS / SSLRec
  [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
  ☆510Updated 3 weeks ago
• AlgRUC / JittorGeometric
  JittorGeometric is a Jittor-based graph machine learning library.
  ☆153Updated this week
• Jinjiarui / STARec
  Code for WWW'22 "Learn over Past, Evolve for Future: Search-based Time-aware Recommendation with Sequential Behavior Data"
  ☆52Updated last year
• HaSai666 / rec_pangu
  rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequen…
  ☆138Updated 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、…
  ☆686Updated last month
• rllm-team / rllm
  Pytorch Library for Relational Table Learning with LLMs.
  ☆425Updated last week
• yueliu1999 / Dink-Net
  [ICML 2023] An official source code for paper "Dink-Net: Neural Clustering on Large Graphs".
  ☆227Updated last year
• HKUST-KnowComp / CoT-ICL-Eval
  Official Repository for Paper: The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning
  ☆28Updated last week
• wushangbin / MGFN
  MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…
  ☆183Updated 10 months ago
• acharkq / NExT-Mol
  Source code for ICLR2025 paper "NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation".
  ☆73Updated last week
• HKUDS / OpenGraph
  [EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"
  ☆313Updated 6 months ago
• hly1998 / ODH
  The codes for a paper
  ☆14Updated last month
• geekinglcq / HRec
  Heterogeneous Recommendation
  ☆49Updated 2 years ago
• ZJU-DAILY / E2DTC
  Source code for E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. ICDE 2021.
  ☆77Updated 4 years ago
• ZJU-DAILY / ST2Vec
  Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.
  ☆74Updated 2 years ago
• yueliu1999 / ELCRec
  [NeurIPS 2024] An official source code for paper "End-to-end Learnable Clustering for Intent Learning in Recommendation".
  ☆52Updated 3 months ago
• chensyCN / llm4ea_official
  (NeurIPS‘24) LLM4EA: <Entity Alignment with Noisy Annotations from Large Language Models>
  ☆53Updated 3 months ago
• CharlieSCC / alpha
  ☆75Updated last year
• chensyCN / Agentic-RAG
  A clean and extensible agentic RAG system with modular implementation.
  ☆62Updated this week
• Yueeeeeeee / LlamaRec
  [PGAI@CIKM 2023] PyTorch Implementation of LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking
  ☆146Updated 11 months ago
• xiongsiheng / TG-LLM
  [ACL 24 main] Large Language Models Can Learn Temporal Reasoning
  ☆51Updated 4 months ago
• mlpod / OpenSFT
  ☆42Updated 3 weeks ago
• xiongsiheng / TILP
  [ICLR 23] Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
  ☆25Updated 4 months ago