JKZuo / Diff-DGMNLinks
Diff-DGMN: A Diffusion-based Dual Graph Multi-attention Network for POI Recommendation
☆151Updated 10 months ago
Alternatives and similar repositories for Diff-DGMN
Users that are interested in Diff-DGMN are comparing it to the libraries listed below
Sorting:
- A curated list/survey of/on Deep learning for Travel-Time-Estimation (TTE) & Estimated Time of Arrival (ETA)☆106Updated 10 months ago
- A Collaborative Trajectory Representation model (CTRNext) to enhance the next POI recommendation☆24Updated 10 months ago
- Large language model review prompts☆140Updated last week
- submission file of elsevier.☆144Updated 2 years ago
- IJCAI Review & MetaReview Monitor☆107Updated 5 months ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆121Updated 3 months ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆230Updated 3 months ago
- ☆12Updated 2 years ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆80Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆32Updated 7 months ago
- ☆70Updated last year
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆20Updated 2 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆229Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆180Updated 3 years ago
- The official implementation of ChatTraffic.☆47Updated 8 months ago
- ☆26Updated 2 years ago
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆12Updated 2 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆188Updated 9 months ago
- ☆35Updated 5 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆194Updated last year
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆87Updated last year
- [CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"☆155Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"☆115Updated 3 months ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆45Updated 2 years ago
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆58Updated last year
- This repository is the official implementation of "DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State S…☆17Updated 5 months ago
- ☆14Updated last year
- Unified the Anonymous and Camera Ready Version, hope everyone can get an ACCEPT☆256Updated 2 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆58Updated 2 months ago