Yufan He
7 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π£
Hot Topic Early Bird
π₯
Mega-Team
(24)
Conferences
CVPR (4)
AAAI (1)
MIDL (1)
WACV (1)
Top co-authors
Keywords
3d segmentation
(3)
neural architecture search
(2)
medical image segmentation
(2)
medical imaging
(2)
semantic segmentation
(1)
image generation
(1)
image restoration
(1)
image reconstruction
(1)
deep learning
(1)
fourier transform
(1)
domain knowledge
(1)
foundation model
(1)
vision-language model
(1)
instruction fine-tuning
(1)
latent diffusion model
(1)
rectified flow
(1)
3d medical image segmentation
(1)
interactive segmentation
(1)
network topology
(1)
differentiable search
(1)
Papers
MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss
AAAI 2026
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
CVPR 2025
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
CVPR 2025
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
MIDL 2024
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction
WACV 2024
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet
CVPR 2022
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation
CVPR 2021