Hao Helen Zhang

According to our database, Hao Helen Zhang authored at least 27 papers between 2002 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection.

Junchao Wu, Yefeng Liu, Chenyu Zhu, Hao Zhang, Zeyu Wu, Tianqi Shi, Yichao Du, Longyue Wang, Weihua Luo, Jinsong Su, Derek F. Wong

CoRR, May, 2026

2025

Quantifying Dataset Similarity to Guide Transfer Learning.

Shudong Sun, Hao Helen Zhang

CoRR, October, 2025

Novel SVM-based classification approaches for evaluating pancreatic carcinoma.

Ammon Washburn, Neng Fan, Hao Helen Zhang

Ann. Math. Artif. Intell., February, 2025

Dynamic Supervised Principal Component Analysis for Classification.

Wenbo Ouyang, Ruiyang Wu, Ning Hao, Hao Helen Zhang

J. Comput. Graph. Stat., 2025

Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection.

Chenyu Zhu, Yefeng Liu, Hao Helen Zhang, Aowen Wang, Yangxue, Guanhua Chen, Longyue Wang, Weihua Luo, Kaifu Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Gaussian Process Model with Tensorial Inputs and Its Application to the Design of 3D Printed Antennas.

Xi Chen, Yashika Sharma, Hao Helen Zhang, Xin Hao, Qiang Zhou

CoRR, 2024

Robust brain MRI image classification with SIBOW-SVM.

Liyun Zeng, Hao Helen Zhang

Comput. Medical Imaging Graph., 2024

2023

Spatial heterogeneity automatic detection and estimation.

Xin Wang, Zhengyuan Zhu, Hao Helen Zhang

Comput. Stat. Data Anal., April, 2023

Heterogeneous Domain Adaptation With Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity.

Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Sparse Learning and Class Probability Estimation with Weighted Support Vector Machines.

Liyun Zeng, Hao Helen Zhang

CoRR, 2023

Boosting Nyström Method.

Keaton Hamm, Zhaoying Lu, Wenbo Ouyang, Hao Helen Zhang

CoRR, 2023

2022

Linear Algorithms for Nonparametric Multiclass Probability Estimation.

Liyun Zeng, Hao Helen Zhang

CoRR, 2022

2021

Nonparametric Trace Regression in High Dimensions via Sign Series Representation.

Chanwoo Lee, Lexin Li, Hao Helen Zhang, Miaoyan Wang

CoRR, 2021

2020

Correction to: binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions.

Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier

BMC Bioinform., 2020

binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions.

Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier

BMC Bioinform., 2020

2019

Interpretation of 'Omics dynamics in a single subject using local estimates of dispersion between two transcriptomes.

Qike Li, Samir Rachid Zaim, Dillon Aberasturi, Joanne Berghout, Haiquan Li, Francesca Vitali, Colleen Kenost, Hao Helen Zhang, Yves A. Lussier

Proceedings of the AMIA 2019, 2019

2017

kMEn: Analyzing noisy and bidirectional transcriptional pathway responses in single subjects.

Qike Li, A. Grant Schissler, Vincent Gardeux, Joanne Berghout, Ikbel Achour, Colleen Kenost, Haiquan Li, Hao Helen Zhang, Yves A. Lussier

J. Biomed. Informatics, 2017

2015

eQTL networks unveil enriched mRNA master integrators downstream of complex disease-associated SNPs.

Haiquan Li, Nima Pouladi, Ikbel Achour, Vincent Gardeux, Jianrong Li, Qike Li, Hao Helen Zhang, Fernando D. Martinez, Joe G. N. 'Skip' Garcia, Yves A. Lussier

J. Biomed. Informatics, 2015

2013

Iterative selection using orthogonal regression techniques.

Bradley C. Turnbull, Subhashis Ghosal, Hao Helen Zhang

Stat. Anal. Data Min., 2013

2010

On sparse estimation for semiparametric linear transformation models.

Hao Helen Zhang, Wenbin Lu, Hansheng Wang

J. Multivar. Anal., 2010

Bayesian Inference of Odds Ratios in Misclassified Binary Data with a Validation Substudy.

Dewi Rahardja, Yan D. Zhao, Hao Helen Zhang

Commun. Stat. Simul. Comput., 2010

2009

Automatic model selection for partially linear models.

Xiao Ni, Hao Helen Zhang, Daowen Zhang

J. Multivar. Anal., 2009

A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables.

Huan Liu, Yongqiang Tang, Hao Helen Zhang

Comput. Stat. Data Anal., 2009

2007

Support vector machines with adaptive L_q penalty.

Yufeng Liu, Hao Helen Zhang, Cheolwoo Park, Jeongyoun Ahn

Comput. Stat. Data Anal., 2007

2006

Gene selection using support vector machines with non-convex penalty.

Hao Helen Zhang, Jeongyoun Ahn, Xiaodong Lin, Cheolwoo Park

Bioinform., 2006

2004

Model building with likelihood basis pursuit.

Michael C. Ferris, Meta M. Voelker, Hao Helen Zhang

Optim. Methods Softw., 2004

2002

Statistical Properties and Adaptive Tuning of Support Vector Machines.

Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee

Mach. Learn., 2002