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Junchen Ye
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2020 – today
- 2025
- [j8]Qian Liu, Junchen Ye, Haohan Liang, Leilei Sun, Bowen Du:
TS-MAE: A masked autoencoder for time series representation learning. Inf. Sci. 690: 121576 (2025) - 2024
- [j7]Mingxuan Xie
, Tao Zou
Dynamic Graph Representation Learning for Passenger Behavior Prediction. Future Internet 16(8): 295 (2024) - [j6]Bohao Li
Learning solid dynamics with graph neural network. Inf. Sci. 676: 120791 (2024) - [j5]Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun
MvTS-library: An open library for deep multivariate time series forecasting. Knowl. Based Syst. 283: 111170 (2024) - [j4]Ke Cheng
Temporal Graph Network for continuous-time dynamic event sequence. Knowl. Based Syst. 304: 112452 (2024) - [c7]Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun:
An NCDE-based Framework for Universal Representation Learning of Time Series. IJCAI 2024: 4623-4633 - [c6]Ke Cheng
DyGKT: Dynamic Graph Learning for Knowledge Tracing. KDD 2024: 409-420 - [c5]Ke Cheng
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. KDD 2024: 421-432 - [c4]Tao Zou
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. KDD 2024: 4722-4733 - [i7]Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du:
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. CoRR abs/2405.17473 (2024) - [i6]Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du:
DyGKT: Dynamic Graph Learning for Knowledge Tracing. CoRR abs/2407.20824 (2024) - [i5]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 abs/2407.20871 (2024) - [i4]Mingxuan Xie, Tao Zou, Junchen Ye, Bowen Du, Runhe Huang:
Dynamic Graph Representation Learning for Passenger Behavior Prediction. CoRR abs/2408.09092 (2024) - 2023
- [j3]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): 187-199 (2023) - [j2]Mingzhe Liu
Spatio-Temporal AutoEncoder for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 24(5): 5516-5526 (2023) - [j1]Bowen Du
GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set. IEEE Trans. Knowl. Data Eng. 35(12): 12208-12219 (2023) - 2022
- [c3]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: 2296-2306 - [i3]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 abs/2206.13816 (2022) - 2021
- [c2]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong:
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. AAAI 2021: 4617-4625 - [i2]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 abs/2109.13167 (2021) - 2020
- [i1]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong:
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. CoRR abs/2012.08080 (2020)
2010 – 2019
- 2019
- [c1]Junchen Ye, Leilei Sun
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. KDD 2019: 305-313
Coauthor Index
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