Alternatives and similar repositories for LLM4POI

Users that are interested in LLM4POI are comparing it to the libraries listed below

• icmpnorequest / SIGIR2024_DCHL
  Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation
  ☆29Updated last year
• alipay / Spatio-Temporal-Hypergraph-Model
  ☆75Updated last year
• songyangco / GETNext
  Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"
  ☆87Updated 4 months ago
• Yifang-Qin / Diff-POI
  The official PyTorch implementation of Diff-POI.
  ☆34Updated last year
• Yukayo / MobGT
  [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation
  ☆23Updated last year
• wangzb11 / AGRAN
  ☆16Updated 2 years ago
• LetianGong / CACSR
  ☆10Updated 2 years ago
• Yifang-Qin / KBGNN
  The pytorch implementation of KBGNN
  ☆16Updated 2 years ago
• icmpnorequest / ICASSP2024_ASTHL
  The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation
  ☆12Updated last year
• hubojing / POI-Recommendation
  Papers and resources about POI recommendation. | 兴趣点推荐相关论文、模型和资源。
  ☆241Updated last year
• ruiwenfan / ROTAN
  The implementation of ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation published in KDD 2024
  ☆15Updated last year
• YijunSu / LBSN_Dataset
  The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…
  ☆54Updated 4 years ago
• Skyyyy0920 / MTNet
  Code implementation for our paper "Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation" (AAAI-2024)
  ☆22Updated 6 months ago
• kevin-xuan / Graph-Flashback
  [SIGKDD'2022] Graph-Flashback Network for Next Location Recommendation
  ☆39Updated 2 years ago
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆86Updated last year
• LLMMove / LLMMove
  ☆19Updated 2 years ago
• Yifang-Qin / DisenPOI
  The pytorch implementation of DisenPOI.
  ☆23Updated 2 years ago
• Shirley-Ying / SNPM
  AAAI 23
  ☆24Updated last year
• yingtaoluo / Spatial-Temporal-Attention-Network-for-POI-Recommendation
  Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.
  ☆189Updated 2 years ago
• HKUDS / AutoCF
  [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"
  ☆49Updated last year
• USTC-StarTeam / DR4SR
  🔥🔥🔥 KDD2024 Best Student Paper
  ☆66Updated 10 months ago
• kevin-xuan / Next-POI-Recommendation
  ☆12Updated 3 years ago
• HKUDS / MAERec
  [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"
  ☆63Updated 2 years ago
• HKUDS / DSL
  [IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"
  ☆31Updated last year
• Linxyhaha / DEALRec
  Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)
  ☆39Updated 10 months ago
• WangXFng / EEDN
  [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation
  ☆21Updated last year
• HKUDS / SelfGNN
  [SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"
  ☆68Updated last year
• yingtaoluo / STGCN-POI-Recommendation
  Personalized spatio-temporal graph network for the next POI recommendation
  ☆35Updated 2 years ago
• AI-World / IJCAI-TULVAE
  source_code for TULVAE
  ☆22Updated 7 years ago
• poi-rec / HMT-GRN
  ☆31Updated 3 years ago