Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023
☆67Jul 16, 2025Updated 7 months ago
Alternatives and similar repositories for TrajCL
Users that are interested in TrajCL are comparing it to the libraries listed below
Sorting:
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆16Jan 29, 2026Updated last month
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Nov 6, 2022Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆92Apr 5, 2024Updated last year
- Under Construction☆11Nov 25, 2021Updated 4 years ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆20Aug 7, 2023Updated 2 years ago
- Seed guided neural metric learning approach for calculating trajectory similarities☆56Jul 9, 2019Updated 6 years ago
- [benchmark] Trajectory similarity computation☆20Aug 4, 2024Updated last year
- ☆15Apr 9, 2025Updated 11 months ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆38Sep 25, 2024Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆80Jan 26, 2023Updated 3 years ago
- Code for EMNLP22 SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation.☆23Jun 22, 2023Updated 2 years ago
- Python implementation of GEO-BLEU, a similarity evaluation method for trajectories☆42Aug 13, 2025Updated 6 months ago
- Source code for the UniTE pipeline.☆25Feb 27, 2025Updated last year
- ☆28Feb 10, 2022Updated 4 years ago
- Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'☆13Nov 9, 2025Updated 3 months ago
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆14Nov 2, 2024Updated last year
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆281May 18, 2025Updated 9 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆50Jun 14, 2025Updated 8 months ago
- A python package for computing distance between 2D trajectories.☆338Jun 10, 2023Updated 2 years ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated last year
- This is the source code for “PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network” accepted by CIKM 2021.☆14Sep 21, 2021Updated 4 years ago
- ☆29May 16, 2023Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆138Jul 2, 2024Updated last year
- ☆18Mar 12, 2025Updated 11 months ago
- code for "Trajectory clustering via deep representation learning"☆198Oct 25, 2017Updated 8 years ago
- A pytorch implementation of TrajFormer, CIKM-22☆15Mar 24, 2023Updated 2 years ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆20Feb 9, 2025Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Jan 8, 2024Updated 2 years ago
- PyTorch implementation of CaST, NeurIPS-23.☆41Jun 5, 2025Updated 9 months ago
- ☆16Jul 20, 2022Updated 3 years ago
- Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction☆19Apr 30, 2023Updated 2 years ago
- ☆13Feb 18, 2024Updated 2 years ago
- ☆20Jan 19, 2022Updated 4 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Sep 28, 2024Updated last year
- Filter to transform GPS coordinates of vehicles into reconstructed trajectories☆22Jun 1, 2017Updated 8 years ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆210Jan 11, 2026Updated last month
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,098Dec 18, 2024Updated last year
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆183Feb 16, 2022Updated 4 years ago