A New Manifold Distance Measure for Visual Object Categorization. - Fengfu Li; Xiayuan Huang; Hong Qiao; Bo Zhang 006 (CoRR, 2016)

SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding. - Xiayuan Huang; Hong Qiao; Bo Zhang 006 (IEEE Geosci. Remote. Sens. Lett., 2016)

A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction. - Xiangli Nie; Hong Qiao; Bo Zhang 006; Xiayuan Huang (IEEE Trans. Image Process., 2016)

Polsar data online classification based on multi-view learning. - Xiangli Nie; Shuguang Ding; Bo Zhang 006; Hong Qiao; Xiayuan Huang (ICIP, 2017)

A new nonlocal TV-based variational model for SAR image despeckling based on the G0 distribution. - Xiangli Nie; Xiayuan Huang; WenSen Feng (Digit. Signal Process., 2017)

SAR target configuration recognition based on the biologically inspired model. - Xiayuan Huang; Xiangli Nie; Wei Wu 003; Hong Qiao; Bo Zhang 006 (Neurocomputing, 2017)

Local Discriminant Canonical Correlation Analysis for Supervised PolSAR Image Classification. - Xiayuan Huang; Bo Zhang 006; Hong Qiao; Xiangli Nie (IEEE Geosci. Remote. Sens. Lett., 2017)

Use of Electronic Health Record to Predict Family Relationships for Phenome-wide Research. - Xiayuan Huang; Robert C. Elston; John Mayer; Zhan Ye; Yuqi He; David Page; Scott J. Hebbring (AMIA, 2018)

Applying family analyses to electronic health records to facilitate genetic research. - Xiayuan Huang; Robert C. Elston; Guilherme J. M. Rosa; John Mayer; Zhan Ye; Terrie E. Kitchner; Murray H. Brilliant; David Page; Scott J. Hebbring (Bioinform., 2018)

Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding. - Xiayuan Huang; Hong Qiao; Bo Zhang 006; Xiangli Nie (IEEE Trans. Image Process., 2018)

Supervised Polsar Image Classification by Combining Multiple Features. - Xiayuan Huang; Xiangli Nie; Hong Qiao; Bo Zhang 006 (ICIP, 2019)

A Novel Tensor-Based Feature Extraction Method for Polsar Image Classification. - Xiayuan Huang; Xiangli Nie; Hong Qiao; Bo Zhang 006 (IGARSS, 2019)

An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification. - Xiangli Nie; Shuguang Ding; Xiayuan Huang; Hong Qiao; Bo Zhang 006; Zhong-Ping Jiang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Polsar Image Feature Extraction Based on Co-Regularization. - Xiayuan Huang; Xiangli Nie; Hong Qiao (IGARSS, 2020)

PolSAR Image Feature Extraction via Co-Regularized Graph Embedding. - Xiayuan Huang; Xiangli Nie; Hong Qiao (Remote. Sens., 2020)

E-Pedigrees: a large-scale automatic family pedigree prediction application. - Xiayuan Huang; Nicholas P. Tatonetti; Katie Larow; Brooke Delgoffee; John Mayer; David Page; Scott J. Hebbring (Bioinform., 2021)

Lightweight Two-Stream Convolutional Neural Network for SAR Target Recognition. - Xiayuan Huang; Qiao Yang; Hong Qiao (IEEE Geosci. Remote. Sens. Lett., 2021)

Multi-View Feature Selection for PolSAR Image Classification via l₂, ₁ Sparsity Regularization and Manifold Regularization. - Xiayuan Huang; Xiangli Nie (IEEE Trans. Image Process., 2021)

Online Semisupervised Active Classification for Multiview PolSAR Data. - Xiangli Nie; Mingyu Fan; Xiayuan Huang; Wenjing Yang; Bo Zhang 006; Xiaoshuang Ma (IEEE Trans. Cybern., 2022)

PolSAR Image Classification Based-On Semi-Supervised Polarimetric Feature Selection. - Xiayuan Huang (ICIP, 2023)

Integrating Multimodal Patient Data into Attention-Based Graph Networks for Disease Risk Prediction. - Xiayuan Huang (AIME (2), 2024)

Probabilistic Contrastive Test-Time Adaptation. - Linjing You; Jiabao Lu; Xiayuan Huang (ICASSP, 2025)

Enhancing patient representation learning with inferred family pedigrees improves disease risk prediction. - Xiayuan Huang; Jatin Arora 010; Abdullah Mesut Erzurumluoglu; Stephen A. Stanhope; Daniel Lam; Pierre Khoueiry; Jan N. Jensen; James Cai; Nathan Lawless; Jan Kriegl; Zhihao Ding; Johann de Jong; et al. (J. Am. Medical Informatics Assoc., 2025)

Classifying PolSAR Images Based on Multiview Unsupervised Feature Selection via View-Specific and Cross-View Representations. - Xiayuan Huang; Xiangli Nie (IEEE Trans. Geosci. Remote. Sens., 2025)

Test-time Correlation Alignment. - Linjing You; Jiabao Lu; Xiayuan Huang (CoRR, 2025)

FRET: Feature Redundancy Elimination for Test Time Adaptation. - Linjing You; Jiabao Lu; Xiayuan Huang; Xiangli Nie (CoRR, 2025)