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Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event
  Prediction

Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction

15 November 2023
G. Jin
Lingbo Liu
Fuxian Li
Jincai Huang
    AI4TS
    GNN
    3DPC
ArXivPDFHTML

Papers citing "Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction"

9 / 9 papers shown
Title
Deep spatio-temporal point processes: Advances and new directions
Deep spatio-temporal point processes: Advances and new directions
Xiuyuan Cheng
Zheng Dong
Yao Xie
AI4TS
23
0
0
08 Apr 2025
Neural Spatiotemporal Point Processes: Trends and Challenges
Neural Spatiotemporal Point Processes: Trends and Challenges
Sumantrak Mukherjee
Mouad Elhamdi
George Mohler
David Selby
Yao Xie
Sebastian Vollmer
Gerrit Grossmann
AI4TS
107
1
0
13 Feb 2025
An Event-centric Framework for Predicting Crime Hotspots with Flexible
  Time Intervals
An Event-centric Framework for Predicting Crime Hotspots with Flexible Time Intervals
Jiahui Jin
Yi Hong
Guandong Xu
Jinghui Zhang
Jun Tang
Hancheng Wang
26
0
0
02 Nov 2024
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion
  Prediction
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction
Wenzhao Jiang
Jindong Han
Hao Liu
Tao Tao
Naiqiang Tan
Hui Xiong
MoE
29
8
0
14 Jun 2024
TrafficGPT: Towards Multi-Scale Traffic Analysis and Generation with
  Spatial-Temporal Agent Framework
TrafficGPT: Towards Multi-Scale Traffic Analysis and Generation with Spatial-Temporal Agent Framework
Jinhui Ouyang
Yijie Zhu
Xiang Yuan
Di Wu
21
0
0
08 May 2024
A Comprehensive Survey of Dynamic Graph Neural Networks: Models,
  Frameworks, Benchmarks, Experiments and Challenges
A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges
ZhengZhao Feng
Rui Wang
TianXing Wang
Mingli Song
Sai Wu
Shuibing He
AI4CE
17
10
0
01 May 2024
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic
  Forecasting
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting
Mingjie Qiu
Zhiyi Tan
Bingkun Bao
33
5
0
30 Aug 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban
  Computing: A Survey
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
G. Jin
Yuxuan Liang
Yuchen Fang
Zezhi Shao
Jincai Huang
Junbo Zhang
Yu Zheng
AI4TS
AI4CE
81
170
0
25 Mar 2023
Spatio-Temporal Dual Graph Neural Networks for Travel Time Estimation
Spatio-Temporal Dual Graph Neural Networks for Travel Time Estimation
G. Jin
Huan Yan
Fuxian Li
Jincai Huang
Yong Li
AI4TS
23
15
0
28 May 2021
1