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Junchen Ye
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 10
Top Topics
Transportation Costs
Traffic Flow
Temporal Dependencies
Graph Structure
Top Venues
CoRR
KDD
IEEE Trans. Intell. Transp. Syst.
AAAI
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Publications
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Junchen Ye
,
Weimiao Li
,
Zhixin Zhang
,
Tongyu Zhu
,
Leilei Sun
,
Bowen Du
MvTS-library: An open library for deep multivariate time series forecasting.
Knowl. Based Syst.
283 (2024)
Mingzhe Liu
,
Tongyu Zhu
,
Junchen Ye
,
Qingxin Meng
,
Leilei Sun
,
Bowen Du
Spatio-Temporal AutoEncoder for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
24 (5) (2023)
Jiejie Zhao
,
Weifeng Lv
,
Bowen Du
,
Junchen Ye
,
Leilei Sun
,
Guixi Xiong
Deep multi-task learning with flexible and compact architecture search.
Int. J. Data Sci. Anal.
15 (2) (2023)
Bowen Du
,
Xuanxuan Sun
,
Junchen Ye
,
Ke Cheng
,
Jingyuan Wang
,
Leilei Sun
GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set.
IEEE Trans. Knowl. Data Eng.
35 (12) (2023)
Junchen Ye
,
Zihan Liu
,
Bowen Du
,
Leilei Sun
,
Weimiao Li
,
Yanjie Fu
,
Hui Xiong
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.
CoRR
(2022)
Junchen Ye
,
Zihan Liu
,
Bowen Du
,
Leilei Sun
,
Weimiao Li
,
Yanjie Fu
,
Hui Xiong
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.
KDD
(2022)
Junchen Ye
,
Leilei Sun
,
Bowen Du
,
Yanjie Fu
,
Hui Xiong
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.
AAAI
(2021)
Xuyan Tan
,
Yuhang Wang
,
Bowen Du
,
Junchen Ye
,
Weizhong Chen
,
Leilei Sun
,
Liping Li
Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data.
CoRR
(2021)
Junchen Ye
,
Leilei Sun
,
Bowen Du
,
Yanjie Fu
,
Hui Xiong
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.
CoRR
(2020)
Junchen Ye
,
Leilei Sun
,
Bowen Du
,
Yanjie Fu
,
Xinran Tong
,
Hui Xiong
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network.
KDD
(2019)