Xiayuan Huang

30 papers A* 1A 1B 3C 2Misc 2Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classifying PolSAR Images Based on Multiview Unsupervised Feature Selection via View-Specific and Cross-View Representations.
IEEE Trans. Geosci. Remote. Sens.
Xiayuan Huang, Xiangli Nie
2025 J jnl
Enhancing patient representation learning with inferred family pedigrees improves disease risk prediction.
J. Am. Medical Informatics Assoc.
Xiayuan Huang, Jatin Arora, Abdullah Mesut Erzurumluoglu, Stephen A. Stanhope, Daniel Lam, Pierre Khoueiry, Jan N. Jensen, James Cai, Nathan Lawless, Jan Kriegl, Zhihao Ding, Johann de Jong, Hongyu Zhao, Zuoheng Wang
2025 J jnl
FRET: Feature Redundancy Elimination for Test Time Adaptation.
CoRR
Linjing You, Jiabao Lu, Xiayuan Huang, Xiangli Nie
2025 A conf
G2IFS: Global-to-Instance Feature Selection in Deep Recommender System.
CIKM
Lijin Chen, Linjing You, Jiabao Lu, Xiayuan Huang, Xiangli Nie
2025 — conf
Integrating Unstructured and Structured EHR Data for Readmission Prediction in Patients with Colorectal Cancer.
MedInfo
Serena Chen, Xinyue Mao, Xiayuan Huang, Yun Jiang
2025 — conf
Patient-Contributed Data and Medication Safety: A Study on Self-Reporting Behaviors Among Patients with Cancer.
MedInfo
Xinyue Mao, Serena Chen, Xiayuan Huang, Katie Gahn, Jinjiao Wang, Yang Gong, Yun Jiang
2025 Misc conf
Probabilistic Contrastive Test-Time Adaptation.
ICASSP
Linjing You, Jiabao Lu, Xiayuan Huang
2025 A* conf
Test-time Correlation Alignment.
ICML
Linjing You, Jiabao Lu, Xiayuan Huang
2025 J jnl
Test-time Correlation Alignment.
CoRR
Linjing You, Jiabao Lu, Xiayuan Huang
2024 — conf
Integrating Multimodal Patient Data into Attention-Based Graph Networks for Disease Risk Prediction.
AIME (2)
Xiayuan Huang
2023 B conf
PolSAR Image Classification Based-On Semi-Supervised Polarimetric Feature Selection.
ICIP
Xiayuan Huang
2022 J jnl
Online Semisupervised Active Classification for Multiview PolSAR Data.
IEEE Trans. Cybern.
Xiangli Nie, Mingyu Fan, Xiayuan Huang, Wenjing Yang, Bo Zhang, Xiaoshuang Ma
2021 J jnl
E-Pedigrees: a large-scale automatic family pedigree prediction application.
Bioinform.
Xiayuan Huang, Nicholas P. Tatonetti, Katie Larow, Brooke Delgoffe, John Mayer, David Page, Scott J. Hebbring
2021 J jnl
Lightweight Two-Stream Convolutional Neural Network for SAR Target Recognition.
IEEE Geosci. Remote. Sens. Lett.
Xiayuan Huang, Qiao Yang, Hong Qiao
2021 J jnl
Multi-View Feature Selection for PolSAR Image Classification via l₂, ₁ Sparsity Regularization and Manifold Regularization.
IEEE Trans. Image Process.
Xiayuan Huang, Xiangli Nie
2020 J jnl
PolSAR Image Feature Extraction via Co-Regularized Graph Embedding.
Remote. Sens.
Xiayuan Huang, Xiangli Nie, Hong Qiao
2020 C conf
Polsar Image Feature Extraction Based on Co-Regularization.
IGARSS
Xiayuan Huang, Xiangli Nie, Hong Qiao
2019 C conf
A Novel Tensor-Based Feature Extraction Method for Polsar Image Classification.
IGARSS
Xiayuan Huang, Xiangli Nie, Hong Qiao, Bo Zhang
2019 J jnl
An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiangli Nie, Shuguang Ding, Xiayuan Huang, Hong Qiao, Bo Zhang, Zhong-Ping Jiang
2019 B conf
Supervised Polsar Image Classification by Combining Multiple Features.
ICIP
Xiayuan Huang, Xiangli Nie, Hong Qiao, Bo Zhang
2018 J jnl
Applying family analyses to electronic health records to facilitate genetic research.
Bioinform.
Xiayuan Huang, Robert C. Elston, Guilherme J. M. Rosa, John Mayer, Zhan Ye, Terrie E. Kitchner, Murray H. Brilliant, David Page, Scott J. Hebbring
2018 J jnl
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding.
IEEE Trans. Image Process.
Xiayuan Huang, Hong Qiao, Bo Zhang, Xiangli Nie
2018 Misc conf
Use of Electronic Health Record to Predict Family Relationships for Phenome-wide Research.
AMIA
Xiayuan Huang, Robert C. Elston, John Mayer, Zhan Ye, Yuqi He, David Page, Scott J. Hebbring
2017 J jnl
A new nonlocal TV-based variational model for SAR image despeckling based on the G
Digit. Signal Process.
Xiangli Nie, Xiayuan Huang, Wensen Feng
2017 J jnl
Local Discriminant Canonical Correlation Analysis for Supervised PolSAR Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xiayuan Huang, Bo Zhang, Hong Qiao, Xiangli Nie
2017 B conf
Polsar data online classification based on multi-view learning.
ICIP
Xiangli Nie, Shuguang Ding, Bo Zhang, Hong Qiao, Xiayuan Huang
2017 J jnl
SAR target configuration recognition based on the biologically inspired model.
Neurocomputing
Xiayuan Huang, Xiangli Nie, Wei Wu, Hong Qiao, Bo Zhang
2016 J jnl
A New Manifold Distance Measure for Visual Object Categorization.
CoRR
Fengfu Li, Xiayuan Huang, Hong Qiao, Bo Zhang
2016 J jnl
A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction.
IEEE Trans. Image Process.
Xiangli Nie, Hong Qiao, Bo Zhang, Xiayuan Huang
2016 J jnl
SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding.
IEEE Geosci. Remote. Sens. Lett.
Xiayuan Huang, Hong Qiao, Bo Zhang