Yao Xie

Yao Xie

Georgia Institute of Technology

H-index: 27

North America-United States

About Yao Xie

Yao Xie, With an exceptional h-index of 27 and a recent h-index of 22 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of statistics, machine learning, optimization, signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Sequential change‐point detection: Computation versus statistical performance

Non-convex robust hypothesis testing using sinkhorn uncertainty sets

Conformal prediction for multi-dimensional time series by ellipsoidal sets

Flow-based Distributionally Robust Optimization

Stage-Regularized Neural Stein Critics For Testing Goodness-Of-Fit Of Generative Models

Contextual stochastic bilevel optimization

A Graph-Prediction-Based Approach for Debiasing Underreported Data

Data-adaptive symmetric CUSUM for sequential change detection

Yao Xie Information

University

Position

Associate Professor Nash Early Career Professor

Citations(all)

4078

Citations(since 2020)

2373

Cited By

2416

hIndex(all)

27

hIndex(since 2020)

22

i10Index(all)

58

i10Index(since 2020)

48

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Yao Xie Skills & Research Interests

statistics

machine learning

optimization

signal processing

Top articles of Yao Xie

Title

Journal

Author(s)

Publication Date

Sequential change‐point detection: Computation versus statistical performance

Haoyun Wang

Yao Xie

2024/1

Non-convex robust hypothesis testing using sinkhorn uncertainty sets

arXiv preprint arXiv:2403.14822

Jie Wang

Rui Gao

Yao Xie

2024/3/21

Conformal prediction for multi-dimensional time series by ellipsoidal sets

arXiv preprint arXiv:2403.03850

Chen Xu

Hanyang Jiang

Yao Xie

2024/3/6

Flow-based Distributionally Robust Optimization

IEEE Journal on Selected Areas in Information Theory

Chen Xu

Jonghyeok Lee

Xiuyuan Cheng

Yao Xie

2024/2/27

Stage-Regularized Neural Stein Critics For Testing Goodness-Of-Fit Of Generative Models

Matthew Repasky

Xiuyuan Cheng

Yao Xie

2024/4/14

Contextual stochastic bilevel optimization

Advances in Neural Information Processing Systems

Yifan Hu

Jie Wang

Yao Xie

Andreas Krause

Daniel Kuhn

2024/2/13

A Graph-Prediction-Based Approach for Debiasing Underreported Data

Hanyang Jiang

Yao Xie

2024/4/14

Data-adaptive symmetric CUSUM for sequential change detection

Sequential Analysis

Nauman Ahad

Mark A Davenport

Yao Xie

2024/1/2

eRPCA: Robust Principal Component Analysis for Exponential Family Distributions

Statistical Analysis and Data Mining: The ASA Data Science Journal

Xiaojun Zheng

Simon Mak

Liyan Xie

Yao Xie

2024/4

Spatio-Temporal Wildfire Prediction using Multi-Modal Data

IEEE Journal on Selected Areas in Information Theory

Chen Xu

Yao Xie

Daniel A Zuniga Vazquez

Rui Yao

Feng Qiu

2023/5/22

Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes

Song Wei

Yao Xie

Christopher S Josef

Rishikesan Kamaleswaran

2023/8/6

Constrained Bayesian optimization and spatio-temporal surveillance for sensor network design in the presence of measurement errors

Engineering Optimization

Junzhuo Chen

Mustafa M Aral

Seong-Hee Kim

Chuljin Park

Yao Xie

2023/3/4

Streaming Low-Rank Matrix Data Assimilation and Change Identification

Henry Shaowu Yuchi

Matthew Repasky

Terry Ma

Yao Xie

2023/10/29

Generalized hypercube queuing models with overlapping service regions

arXiv preprint arXiv:2304.02824

Shixiang Zhu

Wenqian Xing

Yao Xie

2023/4/6

Spatio-temporal point processes with deep non-stationary kernels

Zheng Dong

Xiuyuan Cheng

Yao Xie

2023

Variable Selection for Kernel Two-Sample Tests

arXiv preprint arXiv:2302.07415

Jie Wang

Santanu S Dey

Yao Xie

2023/2/15

Window-limited CUSUM for sequential change detection

IEEE Transactions on Information Theory

Liyan Xie

George V Moustakides

Yao Xie

2023/5/19

Neural Stein Critics With Staged L2-Regularization

IEEE Transactions on Information Theory

Matthew Repasky

Xiuyuan Cheng

Yao Xie

2023/7/27

Unfairness Detection within Power Systems through Transfer Counterfactual Learning

Song Wei

Xiangrui Kong

Sarah Ann Huestis-Mitchell

Yao Xie

Shixiang Zhu

...

2023/10/27

Computing high-dimensional optimal transport by flow neural networks

Chen Xu

Xiuyuan Cheng

Yao Xie

2023/12/28

See List of Professors in Yao Xie University(Georgia Institute of Technology)

Co-Authors

H-index: 123
Petre (Peter) Stoica (0000-0002-7957-3711)

Petre (Peter) Stoica (0000-0002-7957-3711)

Uppsala Universitet

H-index: 109
Yonina Eldar

Yonina Eldar

Weizmann Institute of Science

H-index: 106
Jian Li

Jian Li

University of Florida

H-index: 83
Le Song

Le Song

Georgia Institute of Technology

H-index: 80
R. Calderbank

R. Calderbank

Duke University

H-index: 77
Alexander Shapiro

Alexander Shapiro

Georgia Institute of Technology

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