Rui Xie

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Norm Regularization

Sparse Regression

Multidimensional Time Series

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu
Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent. CoRR (2024)
Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Jiang Bian, Yanjie Fu
Addressing Distribution Shift in Time Series Forecasting with Instance Normalization Flows. CoRR (2024)
Rui Xie, Shuyang Bai, Ping Ma
Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data. CoRR (2023)
Fangyu Li, Fengyuan Sun, Naihao Liu, Rui Xie
Denoising Seismic Signal via Resampling Local Applicability Functions. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xin Xing, Rui Xie, Wenxuan Zhong
Model-based sparse coding beyond Gaussian independent model. Comput. Stat. Data Anal. 166 (2022)
Cheng Meng, Rui Xie, Abhyuday Mandal, Xinlian Zhang, Wenxuan Zhong, Ping Ma
LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model. J. Comput. Graph. Stat. 30 (3) (2021)
Fangyu Li, Rui Xie, Zengyan Wang, Lulu Guo, Jin Ye, Ping Ma, Wenzhan Song
Online Distributed IoT Security Monitoring With Multidimensional Streaming Big Data. IEEE Internet Things J. 7 (5) (2020)
Rui Xie, Zengyan Wang, Shuyang Bai, Ping Ma, Wenxuan Zhong
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series. AISTATS (2019)
Fangyu Li, Rui Xie, Wen-Zhan Song, Hui Chen
-Regularization Sparse Regression. IEEE Geosci. Remote. Sens. Lett. 16 (5) (2019)
Rui Xie, Fangyu Li, Zengyan Wang, Wen-Zhan Song
Large Scale Randomized Learning Guided by Physical Laws with Applications in Full Waveform Inversion. GlobalSIP (2018)