Juan Helen Zhou
Associate Professor
Develops computer vision and deep learning methods for neuroimaging and brain network analysis in ageing and neurodegeneration.
Juan Helen Zhou's lab at NUS works on neuroscience & brain-computer interfaces and graph mining & networks. 13 papers since 2023, 8 at top venues, mostly NeurIPS and CVPR. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 62%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 3 papers2026 · T1 1 · collecting
- 3 papers2025 · T1 2
- 2 papers2024 · T1 2
- 5 papers2023 · T1 3
T1 venuesOtherVenues: NeurIPS, CVPR, MICCAI, ECCV
Research focuspaper titles that use each topic's words
- Neuroscience & brain-computer interfaces8 papers
- Graph mining & networks2 papers
- ageing0 papers
- neuroimaging0 papers
- develops computer0 papers
Paper list
From DBLP.
20263 papers
- ECCV (T1)BrainFIBRE: A Foundation Model via Information Decomposition for Brain Microstructure (opens in a new tab)
- Medical Image Anal.Standardized evaluation of automatic methods for perivascular spaces segmentation in MRI - MICCAI 2024 challenge results (opens in a new tab)
- Medical Image Anal.SupReMix: Supervised contrastive learning for medical imaging regression with mixup (opens in a new tab)
20253 papers
- NeurIPS (T1)Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens (opens in a new tab)
- Medical Image Anal.DeepResBat: Deep residual batch harmonization accounting for covariate distribution differences (opens in a new tab)
- CVPR (T1)Improve Representation for Imbalanced Regression through Geometric Constraints (opens in a new tab)
20242 papers
20235 papers
- MICCAI (T1)Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding (opens in a new tab)
- NeurIPS (T1)Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity (opens in a new tab)
- NeuroImageHomotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity (opens in a new tab)
- NeuroImageNaturalistic viewing increases individual identifiability based on connectivity within functional brain networks (opens in a new tab)
- CVPR (T1)Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to NUSFall 2027
School of Computing PhD in Computer Science
- Round
- Main
- Opens
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- GRE
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- English
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- Fee
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Not yet confirmed for this intake.
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- The lab site and the paper record do not agree.
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- Papers
- DBLP
- Members
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- Alumni
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Tiers are venue classifications, not lab rankings.
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