Junchen Ye

According to our database, Junchen Ye authored at least 15 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Dynamic Graph Representation Learning for Passenger Behavior Prediction.

Mingxuan Xie, Tao Zou, Junchen Ye, Bowen Du, Runhe Huang

Future Internet, August, 2024

MvTS-library: An open library for deep multivariate time series forecasting.

Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun, Bowen Du

Knowl. Based Syst., January, 2024

Temporal Graph Network for continuous-time dynamic event sequence.

Ke Cheng, Junchen Ye, Xiaodong Lu, Leilei Sun, Bowen Du

Knowl. Based Syst., 2024

Learning solid dynamics with graph neural network.

Bohao Li, Bowen Du, Junchen Ye, Jiajing Huang, Leilei Sun, Jinyan Feng

Inf. Sci., 2024

Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction.

Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

DyGKT: Dynamic Graph Learning for Knowledge Tracing.

Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Repeat-Aware Neighbor Sampling for Dynamic Graph Learning.

Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

An NCDE-based Framework for Universal Representation Learning of Time Series.

Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set.

Bowen Du, Xuanxuan Sun, Junchen Ye, Ke Cheng, Jingyuan Wang, Leilei Sun

IEEE Trans. Knowl. Data Eng., December, 2023

Spatio-Temporal AutoEncoder for Traffic Flow Prediction.

Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du

IEEE Trans. Intell. Transp. Syst., May, 2023

Deep multi-task learning with flexible and compact architecture search.

Jiejie Zhao, Weifeng Lv, Bowen Du, Junchen Ye, Leilei Sun, Guixi Xiong

Int. J. Data Sci. Anal., March, 2023

2022

Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.

Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data.

Xuyan Tan, Yuhang Wang, Bowen Du, Junchen Ye, Weizhong Chen, Leilei Sun, Liping Li

CoRR, 2021

Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.

Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network.

Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019