Concepedia
Statistics
Publications
17
Citations
840
H-Index
13
Active since
2019
Affiliations
Beihang University(Current)
University of Central Florida
University of Chinese Academy of Sciences
Institute of Rock and Soil Mechanics
Renmin University of China
Junchen Ye is an author at Beihang University specializing in computing, deep learning, and machine learning.
Publications per year
2019–2025
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction
Junchen Ye, Leilei Sun, Bowen Du et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 179 citations · Full text
Computing, Transportation Planning, Demand Forecasting +16
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network
Junchen Ye, Leilei Sun, Bowen Du et al. · 2019 · 150 citations
Computing, Computer Science, Transportation Planning +17
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting
Junchen Ye, Zihan Liu, Bowen Du et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 110 citations
Computing, Data Science, Forecasting +16
GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set
Bowen Du, Xuanxuan Sun, Junchen Ye et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 83 citations
Computing, Computer Science, Data Mining +14
Spatio-Temporal AutoEncoder for Traffic Flow Prediction
Mingzhe Liu, Tongyu Zhu, Junchen Ye et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 63 citations
Computing, Computer Science, Data Science +17
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