Concepedia

Zhen Xiang

ZX

19

Publications

635

Citations

14

H-Index

2006

Active since

Affiliations

Princeton University(Current)

Pennsylvania State University

Zhen Xiang is an author at Princeton University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePattern RecognitionDeep LearningImage AnalysisDimensionality ReductionData MiningBiostatistics

Publications per year

2006–2025

19

Publications

19

Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries

Zhen Xiang, Hao Xu, Peter J. Ramadge · Neural Information Processing Systems · 2011 · 126 citations

Structured Prediction, Engineering, Machine Learning +21

Screening Tests for Lasso Problems

Zhen Xiang, Yun Wang, Peter J. Ramadge · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 97 citations · Full text

Lasso Problems, Engineering, Machine Learning +18

Fast lasso screening tests based on correlations

Zhen Xiang, Peter J. Ramadge · 2012 · 77 citations

Lasso Problems, Engineering, Machine Learning +16

A Benchmark Study Of Backdoor Data Poisoning Defenses For Deep Neural Network Classifiers And A Novel Defense

Zhen Xiang, David J. Miller, George Kesidis · 2019 · 35 citations

Convolutional Neural Network, Engineering, Machine Learning +20

ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs

Fengqing Jiang, Zhangchen Xu, Luyao Niu et al. · 2024 · 31 citations · Full text

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