changyanchuan / TrajCLLinks
Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023
☆62Updated 2 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 2 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆15Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆45Updated 3 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆31Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆247Updated 4 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☆85Updated last month
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆19Updated last year
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆147Updated 4 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆31Updated 8 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆55Updated 3 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆137Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 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
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆90Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆27Updated 4 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆38Updated last year
- A collection of research on spatio-temporal data mining☆156Updated 8 months ago
- Learning to Generate Maps from Trajectories (AAAI'20)☆54Updated 5 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆106Updated 5 months ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆16Updated 4 months ago
- Source code of the proposed method MulT-TTE in the paper "Multi-faceted Route Representation Learning for Travel Time Estimation"☆14Updated 6 months ago
- A pytorch implementation of TrajFormer, CIKM-22☆15Updated 2 years ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆152Updated 9 months ago
- ☆21Updated last year