ruiwenfan / ROTANLinks
The implementation of ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation published in KDD 2024
☆11Updated last year
Alternatives and similar repositories for ROTAN
Users that are interested in ROTAN are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆26Updated 11 months ago
- The official PyTorch implementation of Diff-POI.☆30Updated 8 months ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆22Updated last year
- ☆68Updated last year
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆79Updated 3 years ago
- Code implementation for our paper "Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation" (AAAI-2024)☆21Updated 2 months ago
- The pytorch implementation of DisenPOI.☆19Updated last year
- ☆14Updated 2 years ago
- [SIGKDD'2022] Graph-Flashback Network for Next Location Recommendation☆37Updated last year
- ☆48Updated 8 months ago
- [CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"☆22Updated last year
- The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation☆11Updated 11 months ago
- AAAI 23☆22Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆81Updated last year
- The pytorch implementation of KBGNN☆15Updated 2 years ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆47Updated 3 years ago
- ☆11Updated last year
- [CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"☆50Updated last year
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 8 months ago
- [CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"☆18Updated 11 months ago
- ☆11Updated 2 years ago
- [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation☆19Updated last year
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆80Updated 11 months ago
- ☆15Updated last year
- Paper Collection of Trajectory Data Mining☆13Updated 2 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆18Updated 2 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated 2 years ago
- TransGNN, SIGIR 2024☆60Updated last year
- Multi-scale Information Diffusion Prediction with Sequential Hypergraphs☆13Updated last year
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆183Updated 2 years ago