Jin, Guangyin
- Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
2023/03/25 by Guangyin Jin, Yuxuan Liang, Jin, Guangyin +10 · 32 citations
Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Smart Cities and Technologies #Traffic Prediction and Management Techniques
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution
2021/04/30 by Fuxian Li, Li, Fuxian, Jie Feng +9 · 21 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Traffic control and management
- Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis
2023/10/09 by Zezhi Shao, Shao, Zezhi, Fei Wang +22 · 33 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
- Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction
2022/07/22 by Jin, Guangyin, Li, Fuxian, Zhang, Jinlei +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting
2023/07/27 by Zezhi Shao, Fei Wang, Shao, Zezhi +12 · 2 citations
Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
- Synergistic Prompting for Robust Visual Recognition with Missing Modalities
2025/07/10 by Zhang, Zhihui, Dai, Luanyuan, Lin, Qika +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences