Zhengwu Zhang

39 papers A* 2Misc 1Journal 31Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Attention-Based Variational Framework for Joint and Individual Components Learning with Applications in Brain Network Analysis.
CoRR
Yifei Zhang, Meimei Liu, Zhengwu Zhang
2026 J jnl
Unpaired volumetric harmonization of brain MRI with conditional latent diffusion.
Medical Image Anal.
Mengqi Wu, Minhui Yu, Shuaiming Jing, Pew-Thian Yap, Zhengwu Zhang, Mingxia Liu
2025 J jnl
NeuroPMD: Neural Fields for Density Estimation on Product Manifolds.
CoRR
William Consagra, Zhiling Gu, Zhengwu Zhang
2025 J jnl
Significance in scale space for Hi-C data.
Bioinform.
Rui Liu, Zhengwu Zhang, Hyejung Won, J. S. Marron
2024 J jnl
Unpaired Volumetric Harmonization of Brain MRI with Conditional Latent Diffusion.
CoRR
Mengqi Wu, Minhui Yu, Shuaiming Jing, Pew-Thian Yap, Zhengwu Zhang, Mingxia Liu
2023 J jnl
Low Tree-Rank Bayesian Vector Autoregression Models.
J. Mach. Learn. Res.
Leo L. Duan, Zeyu Yuwen, George Michailidis, Zhengwu Zhang
2022 J jnl
Amplitude Mean of Functional Data on $\mathbb {S}^2$ and its Accurate Computation.
J. Math. Imaging Vis.
Zhengwu Zhang, Bayan Saparbayeva
2022 — conf
Analyzing Brain Structural Connectivity as Continuous Random Functions.
MICCAI (8)
William Consagra, Martin Cole, Zhengwu Zhang
2022 J jnl
Enhancing cortical network-level participation coefficient as a potential mechanism for transfer in cognitive training in aMCI.
NeuroImage
Quanjing Chen, Adam Turnbull, Martin Cole, Zhengwu Zhang, Feng V. Lin
2022 J jnl
Learning to Model the Relationship Between Brain Structural and Functional Connectomes.
IEEE Trans. Signal Inf. Process. over Networks
Yang Li, Gonzalo Mateos, Zhengwu Zhang
2022 J jnl
Optimized Diffusion Imaging for Brain Structural Connectome Analysis.
IEEE Trans. Medical Imaging
William Consagra, Arun Venkataraman, Zhengwu Zhang
2022 J jnl
Outlier detection for multi-network data.
Bioinform.
Pritam Dey, Zhengwu Zhang, David B. Dunson
2021 J jnl
Amplitude Mean of Functional Data on $\mathbb{S}^2$.
CoRR
Zhengwu Zhang, Bayan Saparbayeva
2021 J jnl
Graph auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets.
NeuroImage
Meimei Liu, Zhengwu Zhang, David B. Dunson
2021 J jnl
Learning Clique Subgraphs in Structural Brain Network Classification with Application to Crystallized Cognition.
NeuroImage
Lu Wang, Feng Vankee Lin, Martin Cole, Zhengwu Zhang
2021 J jnl
Learning to Model the Relationship Between Brain Structural and Functional Connectomes.
CoRR
Yang Li, Gonzalo Mateos, Zhengwu Zhang
2021 J jnl
Soft Tensor Regression.
J. Mach. Learn. Res.
Georgia Papadogeorgou, Zhengwu Zhang, David B. Dunson
2021 J jnl
Which multiband factor should you choose for your resting-state fMRI study?
NeuroImage
Benjamin B. Risk, Raphiel J. Murden, Junjie Wu, Mary Beth Nebel, Arun Venkataraman, Zhengwu Zhang, Deqiang Qiu
2020 J jnl
Analyzing Dynamical Brain Functional Connectivity as Trajectories on Space of Covariance Matrices.
IEEE Trans. Medical Imaging
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
2020 J jnl
Processing speed and attention training modifies autonomic flexibility: A mechanistic intervention study.
NeuroImage
Feng V. Lin, Ye Tao, Quanjing Chen, Mia Anthony, Zhengwu Zhang, Duje Tadin, Kathi L. Heffner
2020 Misc conf
Supervised Graph Representation Learning for Modeling the Relationship between Structural and Functional Brain Connectivity.
ICASSP
Yang Li, Rasoul Shafipour, Gonzalo Mateos, Zhengwu Zhang
2019 J jnl
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices.
CoRR
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
2019 J jnl
Auto-encoding graph-valued data with applications to brain connectomes.
CoRR
Meimei Liu, Zhengwu Zhang, David B. Dunson
2019 J jnl
Discovering Common Change-Point Patterns in Functional Connectivity Across Subjects.
CoRR
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
2019 J jnl
Discovering common change-point patterns in functional connectivity across subjects.
Medical Image Anal.
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
2019 — conf
Mapping Brain Structural Connectivities to Functional Networks Via Graph Encoder-Decoder With Interpretable Latent Embeddings.
GlobalSIP
Yang Li, Rasoul Shafipour, Gonzalo Mateos, Zhengwu Zhang
2019 — conf
Predict Fluid Intelligence of Adolescent Using Ensemble Learning.
ABCD-NP@MICCAI
Huijing Ren, Xuelin Wang, Sheng Wang, Zhengwu Zhang
2019 J jnl
Symmetric Bilinear Regression for Signal Subgraph Estimation.
IEEE Trans. Signal Process.
Lu Wang, Zhengwu Zhang, David B. Dunson
2019 J jnl
Tensor network factorizations: Relationships between brain structural connectomes and traits.
NeuroImage
Zhengwu Zhang, Genevera I. Allen, Hongtu Zhu, David B. Dunson
2018 J jnl
Mapping population-based structural connectomes.
NeuroImage
Zhengwu Zhang, Maxime Descoteaux, Jingwen Zhang, Gabriel Girard, Maxime Chamberland, David B. Dunson, Anuj Srivastava, Hongtu Zhu
2018 J jnl
Rate-Invariant Analysis of Covariance Trajectories.
J. Math. Imaging Vis.
Zhengwu Zhang, Jingyong Su, Eric Klassen, Huiling Le, Anuj Srivastava
2017 — conf
Discovering Change-Point Patterns in Dynamic Functional Brain Connectivity of a Population.
IPMI
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
2016 J jnl
Low-Rank Representation over the Manifold of Curves.
CoRR
Stephen Tierney, Junbin Gao, Yi Guo, Zhengwu Zhang
2016 — conf
Testing Stationarity of Brain Functional Connectivity Using Change-Point Detection in fMRI Data.
CVPR Workshops
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
2015 J jnl
Bayesian Clustering of Shapes of Curves.
CoRR
Zhengwu Zhang, Debdeep Pati, Anuj Srivastava
2015 J jnl
Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories.
CoRR
Zhengwu Zhang, Jingyong Su, Eric Klassen, Huiling Le, Anuj Srivastava
2013 J jnl
Gaussian Blurring-Invariant Comparison of Signals and Images.
IEEE Trans. Image Process.
Zhengwu Zhang, Eric Klassen, Anuj Srivastava
2011 A* conf
Blurring-invariant Riemannian metrics for comparing signals and images.
ICCV
Zhengwu Zhang, Eric Klassen, Anuj Srivastava, Pavan K. Turaga, Rama Chellappa
2010 A* conf
3D object search through semantic component.
ACM Multimedia
Chunjing Xu, Zhengwu Zhang, Jianzhuang Liu, Xiaoou Tang