Spatio-Temporal Artificial Intelligence (STAI)

Last updated on Aug 21, 2023

时空人工智能是面向时空数据的专有人工智能技术。

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Publications

Papers on STAI, include deep learning, meta learning, AutoML for ST-data.

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媒体报道

STAI ST-Data
Senior Researcher

My research interests include deep learning, data mining, AI, big data analytics, and urban computing.

Related

Publications

GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference
We proposed a method for geo-sensory data inference, to collectively infer the readings of unobserved locations.
Songyu Ke, Yuxuan Liang, Xiuwen Yi*, Junbo Zhang, Yu Zheng
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GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference
VQGG: Generating Adaptive Graphs for Traffic Forecasting via a Vector-Quantized Graph Generator
We proposed a new neural module to generate dynamic adaptive graphs for traffic forecasting.
Songyu Ke, Chenyu Wu, Jinjin Guo, Junbo Zhang, Yu Zheng
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VQGG: Generating Adaptive Graphs for Traffic Forecasting via a Vector-Quantized Graph Generator
Daily Schedule Recommendation in Urban Life Based on Deep Reinforcement Learning
Jia Liu, Donghai Zhai, Wei Huang, Shenggong Ji, Junbo Zhang, Tianrui Li
PDF Project DOI
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
With recent advances in sensing technologies, a myriad of spatio-temporal data has been generated and recorded in smart cities. …
Guangyin Jin, Yuxuan Liang, Yuchen Fang, Zezhi Shao, Jincai Huang, Junbo Zhang, and Yu Zheng
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Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
A Macro-Micro Spatio-Temporal Neural Network for Traffic Prediction
Siyuan Feng*, Shuqing Wei, Junbo Zhang, Yexin Li, Jintao Ke, Gaode Chen, Yu Zheng, Hai Yang
PDF Project Project DOI
HiSTGNN: Hierarchical Spatio-Temporal Graph Neural Network for Weather Forecasting
Weather forecasting is an attractive yet challenging task due to its significant impacts on human life and the intricate nature of …
Minbo Ma, Peng Xie, Fei Teng, Bin Wang, Shenggong Ji, Junbo Zhang, Tianrui Li
PDF Project DOI
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems
Zhe Jiang, Liang Zhao, Xun Zhou, Robert N Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye
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