Hanlu Yang

24 papers Misc 11Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Large-scale resting-state fMRI analysis via regression-assisted framework.
Biomed. Signal Process. Control.
Hanlu Yang, Ben Gabrielson, Trung Vu, Vince D. Calhoun, Tülay Adali
2026 J jnl
Multidimensional Comparisons Between Constrained ICA/IVA Algorithms for Multi-Subject fMRI Data Analysis.
IEEE Access
Lucas Gois, Hanlu Yang, Trung Vu, Weixin Wang, Denis G. Fantinato, Aline Neves, Vince D. Calhoun, Tülay Adali
2025 J jnl
A Flexible Constrained ICA Approach for Multisubject fMRI Analysis.
Int. J. Biomed. Imaging
Hanlu Yang, Trung Vu, Ehsan Ahmed Dhrubo, Vince D. Calhoun, Tülay Adali
2025 Misc conf
Adaptive Constrained ICA with Mixing Matrix Column Constraints: Application to fMRI Data.
CISS
Chunying Jia, Weixin Wang, Trung Vu, Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tülay Adali
2025 Misc conf
Fusion of Multitask fMRI Data with Constrained Independent Vector Analysis.
CISS
Emin Erdem Kumbasar, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tülay Adali
2025 Misc conf
Grassmannian Kernels for Efficient and Effective Detection of Group Differences in fMRI Data.
CISS
Ashfia Binte Habib, Ben Gabrielson, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2025 J jnl
Large-Scale Independent Vector Analysis (IVA-G) via Coresets.
IEEE Trans. Signal Process.
Ben Gabrielson, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tülay Adali
2024 Misc conf
A Robust and Scalable Method with an Analytic Solution for Multi-Subject FMRI Data Analysis.
ICASSP
Trung Vu, Hanlu Yang, Francisco Laport, Ben Gabrielson, Vince D. Calhoun, Tülay Adali
2024 J jnl
Constrained Independent Vector Analysis With Reference for Multi-Subject fMRI Analysis.
IEEE Trans. Biomed. Eng.
Trung Vu, Francisco Laport, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2024 — conf
Fusion of Novel FMRI Features Using Independent Vector Analysis for a Multifaceted Characterization of Schizophrenia.
EUSIPCO
Chunying Jia, Mohammad Abu Baker Siddique Akhonda, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2024 J jnl
Mode Coresets for Efficient, Interpretable Tensor Decompositions: An Application to Feature Selection in fMRI Analysis.
IEEE Access
Ben Gabrielson, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tülay Adali
2024 — conf
Reproducibility and Replicability in Neuroimaging: Constrained IVA as an Effective Assessment Tool.
EUSIPCO
Francisco Laport, Adriana Dapena, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2024 Misc conf
Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks.
ICASSP
Hanlu Yang, Meiby Ortiz-Bouza, Trung Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tülay Adali
2023 J jnl
A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis.
Sensors
Mingyu Sun, Ben Gabrielson, Mohammad Abu Baker Siddique Akhonda, Hanlu Yang, Francisco Laport, Vince D. Calhoun, Tülay Adali
2023 Misc conf
Constrained Independent Component Analysis Based on Entropy Bound Minimization for Subgroup Identification from Multi-subject fMRI Data.
ICASSP
Hanlu Yang, Fateme Ghayem, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
2023 Misc conf
Constrained Independent Vector Analysis with References: Algorithms and Performance Evaluation.
ACSSC
Trung Vu, Francisco Laport, Hanlu Yang, Tülay Adali
2023 J jnl
Identification of Homogeneous Subgroups from Resting-State fMRI Data.
Sensors
Hanlu Yang, Trung Vu, Qunfang Long, Vince D. Calhoun, Tülay Adali
2023 Misc conf
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity using Dictionary Learning.
ICASSP
Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2023 Misc conf
REGRESSION-ASSISTED INDEPENDENT VECTOR ANALYSIS: A SOLUTION TO LARGE-SCALE FMRI DATA ANALYSIS.
ACSSC
Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tülay Adali
2023 Misc conf
Reproducibility in Joint Blind Source Separation: Application to fMRI Analysis.
ACSSC
Francisco Laport, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2022 Misc conf
Independent Vector Analysis Based Subgroup Identification from Multisubject fMRI Data.
ICASSP
Hanlu Yang, Mohammad A. B. S. Akhonda, Fateme Ghayem, Qunfang Long, Vince D. Calhoun, Tülay Adali
2022 J jnl
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning.
CoRR
Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2020 J jnl
A Learning-from-noise Dilated Wide Activation Network for denoising Arterial Spin Labeling (ASL) Perfusion Images.
CoRR
Danfeng Xie, Yiran Li, Hanlu Yang, Li Bai, Lei Zhang, Ze Wang
2019 — conf
BOLD fMRI-Based Brain Perfusion Prediction Using Deep Dilated Wide Activation Networks.
MLMI@MICCAI
Danfeng Xie, Yiran Li, Hanlu Yang, Donghui Song, Yuanqi Shang, Qiu Ge, Li Bai, Ze Wang