2026 Huan Xu: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	40	9313	9043	1180	1174	128	6708

Overview

Huan Xu is affiliated with Alibaba Group (China) in China. Their research primarily spans the fields of Computer Science and Decision Sciences, with a focus on subfields such as Artificial Intelligence, Management Science and Operations Research, Computer Networks and Communications, and Signal Processing.

The scientist's work covers a range of key topics including:

Advanced Bandit Algorithms Research
Optimization and Search Problems
Reinforcement Learning in Robotics
Auction Theory and Applications
Anomaly Detection Techniques and Applications
Time Series Analysis and Forecasting
Data Stream Mining Techniques

Huan Xu has been published in multiple academic venues with the following frequency:

arXiv (Cornell University)
Mathematics of Operations Research
Proceedings of the AAAI Conference on Artificial Intelligence
Operations Research
Neurocomputing

Representative recent publications include:

"RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks" (2020), arXiv (Cornell University)
"The Online Saddle Point Problem and Online Convex Optimization with Knapsacks" (2024), Mathematics of Operations Research
"A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments" (2021), Proceedings of the AAAI Conference on Artificial Intelligence
"Mitigating Interdiction Risk with Fortification" (2020), Operations Research
"Bayesian active learning with abstention feedbacks" (2021), Neurocomputing

Frequent collaborators in Huan Xu's work include:

Adrian Rivera Cardoso
He Wang
Yu-Hang Zhou
Peng Hu
Liang Chen

Best Publications

Robust PCA via Outlier Pursuit

Huan Xu;C. Caramanis;S. Sanghavi

701
Citations
Robustness and Regularization of Support Vector Machines

Huan Xu;Constantine Caramanis;Shie Mannor;Shie Mannor

467
Citations
Robustness and generalization

Huan Xu;Shie Mannor

450
Citations
Online Robust PCA via Stochastic Optimization

Jiashi Feng;Huan Xu;Shuicheng Yan

304
Citations
Distributionally Robust Markov Decision Processes

Huan Xu;Shie Mannor

287
Citations
Robust Regression and Lasso

Huan Xu;Constantine Caramanis;Shie Mannor

263
Citations
Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem

Huan Xu;C. Caramanis;S. Mannor

259
Citations
Robust Subspace Segmentation with Block-Diagonal Prior

Jiashi Feng;Zhouchen Lin;Huan Xu;Shuicheng Yan

240
Citations
Provable Subspace Clustering: When LRR Meets SSC

Yu-Xiang Wang;Huan Xu;Chenlei Leng

225
Citations
Clustering Sparse Graphs

Yudong Chen;Sujay Sanghavi;Huan Xu

187
Citations
Noisy sparse subspace clustering

Yu-Xiang Wang;Huan Xu

179
Citations
Clustering partially observed graphs via convex optimization

Yudong Chen;Ali Jalali;Sujay Sanghavi;Huan Xu

158
Citations
Fake News Mitigation via Point Process Based Intervention

Mehrdad Farajtabar;Jiachen Yang;Xiaojing Ye;Huan Xu

150
Citations
Outlier-Robust PCA: The High-Dimensional Case

Huan Xu;C. Caramanis;S. Mannor

145
Citations
Robust Logistic Regression and Classification

Jiashi Feng;Huan Xu;Shie Mannor;Shuicheng Yan

145
Citations
Robust Matrix Completion and Corrupted Columns

Yudong Chen;Huan Xu;Constantine Caramanis;Sujay Sanghavi

141
Citations
Improved Graph Clustering

Yudong Chen;Sujay Sanghavi;Huan Xu

105
Citations
Scaling Up Robust MDPs using Function Approximation

Aviv Tamar;Shie Mannor;Huan Xu

88
Citations
A Distributional Interpretation of Robust Optimization

Huan Xu;Constantine Caramanis;Shie Mannor

84
Citations
Clustering Partially Observed Graphs via Convex Optimization

Ali Jalali;Yudong Chen;Sujay Sanghavi;Huan Xu

83
Citations
Efficient Meta Learning via Minibatch Proximal Update

Pan Zhou;Xiaotong Yuan;Huan Xu;Shuicheng Yan

65
Citations
Robust MDPs with k-Rectangular Uncertainty

Shie Mannor;Ofir Mebel;Huan Xu

50
Citations

Frequent Co-Authors

Shie Mannor Technion – Israel Institute of Technology

Constantine Caramanis The University of Texas at Austin

Sujay Sanghavi The University of Texas at Austin

Jiashi Feng ByteDance

Shuicheng Yan National University of Singapore

Ping Li Baidu (China)

Le Song Mohamed bin Zayed University of Artificial Intelligence

Guangcan Liu Southeast University

Hongyuan Zha Chinese University of Hong Kong, Shenzhen

Zhao Yang Dong City University of Hong Kong

External Links

Personal website of Huan Xu Google Scholar page

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