Yi Xie

12 papers A* 3A 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Modeling Point-to-Point Dependency for High-Dimensional Long-Term Series Forecasting.
WWW
Xinyu Li, Kexi Chen, Ying Zheng, Zhiyi Yao, Yi Xie, Jihan Dai, Lei Bai, Jin Zhao, Jiajie Shen, Yunqi Cai, Hong Lu, Xin Wang
2025 A* conf
Enhancing Masked Time-Series Modeling via Dropping Patches.
AAAI
Tianyu Qiu, Yi Xie, Hao Niu, Yun Xiong, Xiaofeng Gao
2025 J jnl
The language of time: a language model perspective on time-series foundation models.
CoRR
Yi Xie, Yun Xiong, Zejian Shi, Hao Niu, Zhengfu Liu
2024 J jnl
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis.
CoRR
Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen
2024 J jnl
Enhancing Masked Time-Series Modeling via Dropping Patches.
CoRR
Tianyu Qiu, Yi Xie, Yun Xiong, Hao Niu, Xiaofeng Gao
2024 J jnl
LAMEE: a light all-MLP framework for time series prediction empowering recommendations.
World Wide Web (WWW)
Yi Xie, Yun Xiong, Xiaofeng Gao, Jiadong Chen, Yao Zhang, Xian Wu, Chao Chen
2024 A conf
Robust Sequence-Based Self-Supervised Representation Learning for Anti-Money Laundering.
CIKM
Shuaibin Huang, Yun Xiong, Yi Xie, Tianyu Qiu, Guangzhong Wang
2024 A* conf
Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance.
KDD
Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen, Qiang Wang, Haihong Li
2023 J jnl
Temporal super-resolution traffic flow forecasting via continuous-time network dynamics.
Knowl. Inf. Syst.
Yi Xie, Yun Xiong, Jiawei Zhang, Chao Chen, Yao Zhang, Jie Zhao, Yizhu Jiao, Jinjing Zhao, Yangyong Zhu
2022 — conf
Concurrent Transformer for Spatial-Temporal Graph Modeling.
DASFAA (3)
Yi Xie, Yun Xiong, Yangyong Zhu, Philip S. Yu, Cheng Jin, Qiang Wang, Haihong Li
2020 J jnl
ISTD-GCN: Iterative Spatial-Temporal Diffusion Graph Convolutional Network for Traffic Speed Forecasting.
CoRR
Yi Xie, Yun Xiong, Yangyong Zhu
2020 — conf
SAST-GNN: A Self-Attention Based Spatio-Temporal Graph Neural Network for Traffic Prediction.
DASFAA (1)
Yi Xie, Yun Xiong, Yangyong Zhu