[AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
☆65Apr 10, 2020Updated 5 years ago
Alternatives and similar repositories for DeepSTN
Users that are interested in DeepSTN are comparing it to the libraries listed below
Sorting:
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆215Jul 6, 2023Updated 2 years ago
- Processing for a NYC traffic dataset☆12Sep 2, 2018Updated 7 years ago
- Pytorch Implementation of DeepLGR, ECML-PKDD-20☆10Jul 29, 2020Updated 5 years ago
- [WWW 2019] DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data☆44Apr 9, 2025Updated 10 months ago
- Attentive Traffic Flow Machines☆60Oct 16, 2020Updated 5 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Jul 27, 2020Updated 5 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆76May 3, 2021Updated 4 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Jun 11, 2019Updated 6 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆155Jan 23, 2025Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Jan 10, 2022Updated 4 years ago
- Code for our Spatiotemporal Dynamic Network☆292Apr 28, 2019Updated 6 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆327May 24, 2021Updated 4 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆14May 18, 2019Updated 6 years ago
- ☆11Oct 28, 2021Updated 4 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆111Sep 30, 2021Updated 4 years ago
- Code For Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention☆40Jul 28, 2019Updated 6 years ago
- KDDCUP2022 Spatial Dynamic Wind Power Forecasting Paddle Track Sixth Place Solution☆24Sep 5, 2022Updated 3 years ago
- DatasetResearch: Benchmarking Agent Systems for Demand-Driven Dataset Discovery☆20Sep 24, 2025Updated 5 months ago
- Repo for EMNLP23 paper "GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding"☆33Updated this week
- KDDCUP2022 WPF Competition☆12Aug 5, 2022Updated 3 years ago
- ☆10Sep 10, 2023Updated 2 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Sep 12, 2022Updated 3 years ago
- Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference☆27Jun 21, 2020Updated 5 years ago
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Mar 10, 2023Updated 2 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Feb 16, 2020Updated 6 years ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- Codes for replicating the dataset described in "A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities…☆12Jun 23, 2023Updated 2 years ago
- Code release for "TrajBERT: BERT-Based Trajectory Recovery with Spatial-Temporal Refinement for Implicit Sparse Trajectories"☆15Oct 16, 2023Updated 2 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆526Apr 12, 2022Updated 3 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,383Dec 9, 2024Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Feb 5, 2023Updated 3 years ago
- ☆67Jan 12, 2022Updated 4 years ago
- Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events☆16May 16, 2021Updated 4 years ago
- ☆95Jul 10, 2022Updated 3 years ago
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆144Oct 18, 2018Updated 7 years ago
- DMVST-Net for AAAI 2018☆109Mar 18, 2021Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆70Oct 25, 2019Updated 6 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Mar 12, 2021Updated 4 years ago