neolifer / LLM4POI

Related projects ⓘ

Alternatives and complementary repositories for LLM4POI

• Logan-Lin / CTLE
  Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…
  ☆33Updated last month
• songyangme / GETNext
  Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"
  ☆63Updated 2 years ago
• Yukayo / MobGT
  [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation
  ☆16Updated 5 months ago
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆72Updated 5 months ago
• aptx1231 / START
  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…
  ☆71Updated 7 months ago
• ant-research / Spatio-Temporal-Hypergraph-Model
  ☆46Updated 5 months ago
• Logan-Lin / TALE
  Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…
  ☆17Updated last month
• xlwang233 / LLM-Mob
  Large Language Models as Human Mobility Predictors
  ☆34Updated this week
• WeiChen3690 / STKGRec
  ☆14Updated 10 months ago
• LetianGong / CACSR
  ☆10Updated last year
• Rising0321 / HMOD
  The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction
  ☆13Updated 2 years ago
• YuxiaWu / PLSPL
  [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."
  ☆22Updated 10 months ago
• yingtaoluo / Spatial-Temporal-Attention-Network-for-POI-Recommendation
  Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.
  ☆168Updated last year
• wenhaomin / LaDe
  Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).
  ☆43Updated 7 months ago
• Yifang-Qin / Diff-POI
  The official PyTorch implementation of Diff-POI.
  ☆21Updated last year
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆108Updated 4 months ago
• usail-hkust / UUKG
  UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction
  ☆85Updated 8 months ago
• kevin-xuan / Graph-Flashback
  [SIGKDD'2022] Graph-Flashback Network for Next Location Recommendation
  ☆35Updated last year
• YijunSu / LBSN_Dataset
  The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…
  ☆41Updated 2 years ago
• Wangjw6 / LLMob
  LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.
  ☆21Updated last month
• Logan-Lin / DOT
  Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…
  ☆15Updated last month
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆65Updated last year
• haoxingl / DSAN
  Dynamic Switch-Attention Network
  ☆21Updated 3 years ago
• Skyyyy0920 / MTNet
  Code implementation for our paper "Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation" (AAAI-2024)
  ☆14Updated 5 months ago
• libertyeagle / GeoSAN
  Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"
  ☆45Updated 4 years ago
• yingtaoluo / STGCN-POI-Recommendation
  Personalized spatio-temporal graph network for the next POI recommendation
  ☆33Updated last year
• AI-World / IJCAI-TULVAE
  source_code for TULVAE
  ☆22Updated 6 years ago
• wangzb11 / AGRAN
  ☆10Updated last year
• huiminren / MTrajRec
  Map-Constrained Trajectory Recovery (KDD'21)
  ☆53Updated 2 years ago
• GCDAN / GCDAN
  ☆8Updated 3 years ago