DP-LET: An Efficient Spatio-Temporal Network Traffic Prediction Framework
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Xintong, Nan, Haihan, Li, Ruidong, Wu, Huaming |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction
by: Ji, Jiahao, et al.
Published: (2022)
by: Ji, Jiahao, et al.
Published: (2022)
RAST: A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
by: Ruan, Weilin, et al.
Published: (2025)
by: Ruan, Weilin, et al.
Published: (2025)
Positional-aware Spatio-Temporal Network for Large-Scale Traffic Prediction
by: Chen, Runfei
Published: (2026)
by: Chen, Runfei
Published: (2026)
Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction
by: Miao, Hao, et al.
Published: (2024)
by: Miao, Hao, et al.
Published: (2024)
Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction
by: Dong, Pingping, et al.
Published: (2024)
by: Dong, Pingping, et al.
Published: (2024)
Global Spatio-Temporal Fusion-based Traffic Prediction Algorithm with Anomaly Aware
by: Liu, Chaoqun, et al.
Published: (2024)
by: Liu, Chaoqun, et al.
Published: (2024)
Sim-MSTNet: sim2real based Multi-task SpatioTemporal Network Traffic Forecasting
by: Ma, Hui, et al.
Published: (2026)
by: Ma, Hui, et al.
Published: (2026)
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation
by: Wang, Yiming, et al.
Published: (2025)
by: Wang, Yiming, et al.
Published: (2025)
Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework
by: Lin, Jiaqi, et al.
Published: (2024)
by: Lin, Jiaqi, et al.
Published: (2024)
UniST-Pred: A Robust Unified Framework for Spatio-Temporal Traffic Forecasting in Transportation Networks Under Disruptions
by: Wang, Yue, et al.
Published: (2026)
by: Wang, Yue, et al.
Published: (2026)
OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction
by: Li, Zhonghang, et al.
Published: (2024)
by: Li, Zhonghang, et al.
Published: (2024)
Spatio-Temporal Partial Sensing Forecast for Long-term Traffic
by: Liu, Zibo, et al.
Published: (2024)
by: Liu, Zibo, et al.
Published: (2024)
DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting
by: Cui, Wanna, et al.
Published: (2025)
by: Cui, Wanna, et al.
Published: (2025)
PAST: A Primary-Auxiliary Spatio-Temporal Network for Traffic Time Series Imputation
by: Hu, Hanwen, et al.
Published: (2025)
by: Hu, Hanwen, et al.
Published: (2025)
Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction
by: Kralj, Ivan, et al.
Published: (2024)
by: Kralj, Ivan, et al.
Published: (2024)
EasyST: A Simple Framework for Spatio-Temporal Prediction
by: Tang, Jiabin, et al.
Published: (2024)
by: Tang, Jiabin, et al.
Published: (2024)
STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting
by: Zhao, Zhengyang, et al.
Published: (2024)
by: Zhao, Zhengyang, et al.
Published: (2024)
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network
by: Zhang, Weijia, et al.
Published: (2023)
by: Zhang, Weijia, et al.
Published: (2023)
STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions
by: Ghaffari, Amirhossein, et al.
Published: (2025)
by: Ghaffari, Amirhossein, et al.
Published: (2025)
CAST-CKT: Chaos-Aware Spatio-Temporal and Cross-City Knowledge Transfer for Traffic Flow Prediction
by: Fofanah, Abdul Joseph, et al.
Published: (2026)
by: Fofanah, Abdul Joseph, et al.
Published: (2026)
Damba-ST: Domain-Adaptive Mamba for Efficient Urban Spatio-Temporal Prediction
by: An, Rui, et al.
Published: (2025)
by: An, Rui, et al.
Published: (2025)
STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction
by: Luo, Xunlian, et al.
Published: (2023)
by: Luo, Xunlian, et al.
Published: (2023)
Spatio-Temporal Attention Network for Epileptic Seizure Prediction
by: Li, Zan, et al.
Published: (2025)
by: Li, Zan, et al.
Published: (2025)
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting
by: Theodoropoulos, Theodoros, et al.
Published: (2024)
by: Theodoropoulos, Theodoros, et al.
Published: (2024)
Riemannian Liquid Spatio-Temporal Graph Network
by: Lu, Liangsi, et al.
Published: (2026)
by: Lu, Liangsi, et al.
Published: (2026)
Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction
by: Izadi, Mohammad, et al.
Published: (2024)
by: Izadi, Mohammad, et al.
Published: (2024)
Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction
by: Liu, Haiyang, et al.
Published: (2024)
by: Liu, Haiyang, et al.
Published: (2024)
TrafficGPT: Towards Multi-Scale Traffic Analysis and Generation with Spatial-Temporal Agent Framework
by: Ouyang, Jinhui, et al.
Published: (2024)
by: Ouyang, Jinhui, et al.
Published: (2024)
DP2Unlearning: An Efficient and Guaranteed Unlearning Framework for LLMs
by: Mahmud, Tamim Al, et al.
Published: (2025)
by: Mahmud, Tamim Al, et al.
Published: (2025)
STRelay: A Universal Spatio-Temporal Relaying Framework for Location Prediction over Human Trajectory Data
by: Deng, Bangchao, et al.
Published: (2025)
by: Deng, Bangchao, et al.
Published: (2025)
RSTGCN: Railway-centric Spatio-Temporal Graph Convolutional Network for Train Delay Prediction
by: Chowdhury, Koyena, et al.
Published: (2025)
by: Chowdhury, Koyena, et al.
Published: (2025)
Network-Wide Traffic Volume Estimation from Speed Profiles using a Spatio-Temporal Graph Neural Network with Directed Spatial Attention
by: Hein, Léo, et al.
Published: (2025)
by: Hein, Léo, et al.
Published: (2025)
DKGCM: A Spatio-Temporal Prediction Model for Traffic Flow by Fusing Spatial Node Clustering Method and Fourier Bidirectional Mamba Mechanism
by: Long, Siqing, et al.
Published: (2025)
by: Long, Siqing, et al.
Published: (2025)
Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics
by: Wu, Liming, et al.
Published: (2024)
by: Wu, Liming, et al.
Published: (2024)
Deep Spatio-Temporal Neural Network for Air Quality Reanalysis
by: Kheder, Ammar, et al.
Published: (2025)
by: Kheder, Ammar, et al.
Published: (2025)
Adversarial Spatio-Temporal Attention Networks for Epileptic Seizure Forecasting
by: Li, Zan, et al.
Published: (2025)
by: Li, Zan, et al.
Published: (2025)
Spatio-Temporal Field Neural Networks for Air Quality Inference
by: Feng, Yutong, et al.
Published: (2024)
by: Feng, Yutong, et al.
Published: (2024)
Spatio-Temporal Graph Unlearning
by: Guo, Qiming, et al.
Published: (2025)
by: Guo, Qiming, et al.
Published: (2025)
Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks
by: Bhat, Rabia Latief, et al.
Published: (2025)
by: Bhat, Rabia Latief, et al.
Published: (2025)
DK-STN: A Domain Knowledge Embedded Spatio-Temporal Network Model for MJO Forecast
by: Li, Hongliang, et al.
Published: (2025)
by: Li, Hongliang, et al.
Published: (2025)
Similar Items
-
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction
by: Ji, Jiahao, et al.
Published: (2022) -
RAST: A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
by: Ruan, Weilin, et al.
Published: (2025) -
Positional-aware Spatio-Temporal Network for Large-Scale Traffic Prediction
by: Chen, Runfei
Published: (2026) -
Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction
by: Miao, Hao, et al.
Published: (2024) -
Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction
by: Dong, Pingping, et al.
Published: (2024)