Ellen D. Zhong
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (14) π Keyword Champion (2)
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
cryo-electron microscopy
(4)
3d reconstruction
(4)
protein structure
(3)
heterogeneous reconstruction
(2)
benchmark dataset
(1)
molecular dynamics
(1)
neural field
(1)
cryo-em reconstruction
(1)
convolutional heterogeneity
(1)
structural variability
(1)
ground truth
(1)
3d structure
(1)
noisy image
(1)
neural network
(1)
structural heterogeneity
(1)
molecular structure
(1)
coordinate-based neural network
(1)
biomolecular structure
(1)
ab initio reconstruction
(1)
conformational heterogeneity
(1)
Papers
CryoHype: Reconstructing a thousand cryo-EM structures with transformer-based hypernetworks
CVPR 2026
CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM
NeurIPS 2024
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
NeurIPS 2024
CryoDRGN2: Ab Initio Neural Reconstruction of 3D Protein Structures From Real Cryo-EM Images
ICCV 2021
Reconstructing continuous distributions of 3D protein structure from cryo-EM images
ICLR 2020