Paper Collection of Trajectory Data Mining (Trajectory Generation, Anomalous Trajectory Detection)
☆17Nov 11, 2025Updated 3 months ago
Alternatives and similar repositories for Trajectory-Data-Mining-Paper-Collection
Users that are interested in Trajectory-Data-Mining-Paper-Collection are comparing it to the libraries listed below
Sorting:
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆14Nov 2, 2024Updated last year
- ☆12Sep 18, 2022Updated 3 years ago
- ☆16May 22, 2024Updated last year
- [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation☆21May 23, 2024Updated last year
- 武大遥感院19级数据结构实习 包含1）CSV格式数据文件的读写 2）图的创建（邻接矩阵或邻接表） 3）图的遍历（广度优先或深度优先） 4）图的最短路径，并具体给出（A到B）的最短路径及其数值 5）最短路径的地图可视化展示 6）算法的时间和空间复杂度分析☆10Jan 24, 2021Updated 5 years ago
- [SIGKDD'2022] Graph-Flashback Network for Next Location Recommendation☆39Sep 3, 2023Updated 2 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆98Aug 5, 2024Updated last year
- This repository is for the "LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation".☆18Nov 18, 2025Updated 3 months ago
- The implementation of STAR-HiT.☆11Oct 18, 2023Updated 2 years ago
- ☆17Oct 28, 2025Updated 4 months ago
- ☆10Dec 26, 2023Updated 2 years ago
- Official source code of ICDM2023 paper "Hypergraph Contrastive Learning for Drug Trafficking Community Detection".☆11Nov 3, 2023Updated 2 years ago
- Source code for ICLR 2024 paper "GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING"☆12Jun 4, 2024Updated last year
- Implementation for NeurIPS 2025 paper: UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces☆25Dec 11, 2025Updated 2 months ago
- Demo of using GNNs and fusion models for traffic forcasting. This is a hobby project to learn Graph Machine Learning☆12Mar 29, 2022Updated 3 years ago
- Artifacts for SoK: Can Trajectory Generation Combine Privacy and Utility?☆15Jun 27, 2024Updated last year
- ☆10Sep 10, 2023Updated 2 years ago
- Implementation of "Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation" (TNNLs 2022)☆12Mar 21, 2023Updated 2 years ago
- ☆13Jun 2, 2023Updated 2 years ago
- Codes for AAMAS'20 Paper-Trajectory-User Linking with Attentive Recurrent Network☆10Apr 8, 2021Updated 4 years ago
- This is for our CIKM2022 paper《Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility 》☆12Mar 3, 2025Updated 11 months ago
- ☆20Feb 26, 2025Updated last year
- The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation☆12Sep 8, 2024Updated last year
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10May 6, 2024Updated last year
- [WWW24-UrbanCLIP] A comprehensive toolkit designed to facilitate the collection, processing, and integration of satellite imagery and ass…☆17Oct 6, 2024Updated last year
- Source code of the proposed method MulT-TTE in the paper "Multi-faceted Route Representation Learning for Travel Time Estimation"☆14Apr 7, 2025Updated 10 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆75May 30, 2025Updated 9 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆138Jul 2, 2024Updated last year
- ☆16Jan 18, 2023Updated 3 years ago
- Code and data for paper: Learning interpretable dynamics of stochastic complex systems from experimental data☆22Oct 22, 2025Updated 4 months ago
- ☆15Jun 22, 2021Updated 4 years ago
- ☆20Sep 10, 2022Updated 3 years ago
- ☆15Apr 9, 2025Updated 10 months ago
- LHGNN: Link Prediction on Latent Heterogeneous Graphs☆11Mar 30, 2023Updated 2 years ago
- ☆16Aug 15, 2023Updated 2 years ago
- HuMob'24 SIGSPATIAL☆20May 31, 2025Updated 9 months ago
- ☆21Apr 4, 2025Updated 10 months ago
- The pytorch implementation of KBGNN☆16Jan 30, 2023Updated 3 years ago
- ☆17May 13, 2023Updated 2 years ago