changyanchuan / TrajCLLinks
Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023
☆63Updated 4 months ago
Alternatives and similar repositories for TrajCL
Users that are interested in TrajCL are comparing it to the libraries listed below
Sorting:
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆90Updated last year
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆15Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆60Updated 3 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆32Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆78Updated 2 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆48Updated 5 months ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆18Updated 2 years ago
- A Trajectory Preprocessing Toolkit in Python☆90Updated 2 months ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆147Updated 4 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆260Updated 6 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆31Updated 2 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆34Updated 4 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆57Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- Traffic accident prediction using graph neural networks "TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Net…☆55Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆20Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆36Updated 9 months ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆19Updated 6 months ago
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- Learning to Generate Maps from Trajectories (AAAI'20)☆54Updated 5 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆38Updated last year
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆29Updated 4 years ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆159Updated 11 months ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆28Updated last year
- A pytorch implementation of TrajFormer, CIKM-22☆15Updated 2 years ago