Junchen Ye

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Link Prediction

Multivariate Time Series

Transportation Costs

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. KDD (2024)
Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. CoRR (2024)
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
DyGKT: Dynamic Graph Learning for Knowledge Tracing. KDD (2024)
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
DyGKT: Dynamic Graph Learning for Knowledge Tracing. CoRR (2024)
Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. CoRR (2024)
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)
Bohao Li, Bowen Du, Junchen Ye, Jiajing Huang, Leilei Sun, Jinyan Feng
Learning solid dynamics with graph neural network. Inf. Sci. 676 (2024)
Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. KDD (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)