Yi Xie

According to our database, Yi Xie authored at least 10 papers between 2020 and 2025.

Collaborative distances:

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

2025

The language of time: a language model perspective on time-series foundation models.

Yi Xie, Yun Xiong, Zejian Shi, Hao Niu, Zhengfu Liu

CoRR, July, 2025

Enhancing Masked Time-Series Modeling via Dropping Patches.

Tianyu Qiu, Yi Xie, Hao Niu, Yun Xiong, Xiaofeng Gao

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

LAMEE: a light all-MLP framework for time series prediction empowering recommendations.

Yi Xie, Yun Xiong, Xiaofeng Gao, Jiadong Chen, Yao Zhang, Xian Wu, Chao Chen

World Wide Web (WWW), March, 2024

An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis.

Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen

CoRR, 2024

Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance.

Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen, Qiang Wang, Haihong Li

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

Robust Sequence-Based Self-Supervised Representation Learning for Anti-Money Laundering.

Shuaibin Huang, Yun Xiong, Yi Xie, Tianyu Qiu, Guangzhong Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Temporal super-resolution traffic flow forecasting via continuous-time network dynamics.

Yi Xie, Yun Xiong, Jiawei Zhang, Chao Chen, Yao Zhang, Jie Zhao, Yizhu Jiao, Jinjing Zhao, Yangyong Zhu

Knowl. Inf. Syst., November, 2023

2022

Concurrent Transformer for Spatial-Temporal Graph Modeling.

Yi Xie, Yun Xiong, Yangyong Zhu, Philip S. Yu, Cheng Jin, Qiang Wang, Haihong Li

Proceedings of the Database Systems for Advanced Applications, 2022

2020

ISTD-GCN: Iterative Spatial-Temporal Diffusion Graph Convolutional Network for Traffic Speed Forecasting.

Yi Xie, Yun Xiong, Yangyong Zhu

CoRR, 2020

SAST-GNN: A Self-Attention Based Spatio-Temporal Graph Neural Network for Traffic Prediction.

Yi Xie, Yun Xiong, Yangyong Zhu

Proceedings of the Database Systems for Advanced Applications, 2020