Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction".
☆39Sep 28, 2024Updated last year
Alternatives and similar repositories for CTLE
Users that are interested in CTLE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Sep 29, 2024Updated last year
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆195May 23, 2023Updated 3 years ago
- Out-of-Town Recommendation with Travel Intention Modeling (AAAI2021)☆19Dec 13, 2021Updated 4 years ago
- This is the repository for our CIKM 2021 publication: Graph Enhanced Attention Network for Explanable POI Recommendation.☆12Jun 17, 2024Updated 2 years ago
- [TRC] Context-aware next location prediction☆47Jan 3, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Summary of Spatio-Temporal Representation Learning Models.☆84Jan 26, 2023Updated 3 years ago
- ☆39Dec 5, 2023Updated 2 years ago
- ☆17May 13, 2023Updated 3 years ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆20Feb 9, 2025Updated last year
- Papers and resources about POI recommendation. | 兴趣点推荐相关论文、模型和资源。☆250Feb 18, 2024Updated 2 years ago
- Fourier Spatial-Temporal Network for Multivariate Time Series Forecasting☆11Jan 1, 2023Updated 3 years ago
- Source code and dataset for WWW'22 paper "STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation"☆40Nov 2, 2022Updated 3 years ago
- source_code for TULVAE☆21Feb 14, 2018Updated 8 years ago
- The official repository of "SCANet: Real-Time Face Parsing Using Spatial and Channel Attention," presented at the 2023 UR (Ubiquitous Rob…☆18Sep 15, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Personalized spatio-temporal graph network for the next POI recommendation☆36May 16, 2023Updated 3 years ago
- [AAAI 2023] GRLSTM: Trajectory Similarity Computation with Graph-based Residual LSTM☆23Jun 15, 2024Updated 2 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆47May 17, 2023Updated 3 years ago
- Keras Implementation of Bi-STDDP model. Code for Modelling of Bi-directional Spatio-Temporal Dependence and Users’ Dynamic Preferences fo…☆18Mar 7, 2022Updated 4 years ago
- This is an implementation of the POI recommendation model-PPR.☆10Apr 19, 2023Updated 3 years ago
- Liu, Zichuan, et al. "Multi-View Spatial-Temporal Model for Travel Time Estimation." Proceedings of the 29th International Conference on …☆12Nov 24, 2021Updated 4 years ago
- Curriculum Meta-Learning for Next POI Recommendation☆18Sep 6, 2021Updated 5 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Jul 9, 2019Updated 7 years ago
- Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)☆10Jun 18, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆151May 4, 2022Updated 4 years ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆54Dec 13, 2021Updated 4 years ago
- Multistep Traffic Forecasting by Dynamic Graph Convolution: Interpretations of Real-Time Spatial Correlations☆16Jul 10, 2024Updated 2 years ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,164Dec 18, 2024Updated last year
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆55Jun 21, 2020Updated 6 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆61Apr 13, 2022Updated 4 years ago
- 一个非阻塞的C++多线程网络库☆10Jul 18, 2018Updated 8 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆33Jan 8, 2024Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆52Jan 10, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆73Nov 19, 2022Updated 3 years ago
- In order to solve tracking failures caused by objects deformation, occlusion and fast motion, a novel algorithm called MS-TLD which under…☆15Dec 5, 2017Updated 8 years ago
- [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."☆23Dec 18, 2023Updated 2 years ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆20Jul 7, 2023Updated 3 years ago
- Clustering of Taxi Trajectories☆11Aug 23, 2018Updated 8 years ago
- This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.☆20Sep 18, 2022Updated 4 years ago
- ☆15Aug 24, 2026Updated 3 weeks ago