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Ellen D Zhong
Assistant Professor, Princeton University
Joined
September 2019
Names
Ellen D Zhong
(Preferred)
,
Ellen D. Zhong
,
Ellen Zhong
Emails
****@mit.edu
(Confirmed)
,
****@princeton.edu
(Confirmed)
,
****@cs.princeton.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Assistant Professor
Princeton University
(princeton.edu)
2022
–
Present
PhD student
Massachusetts Institute of Technology
(mit.edu)
2017
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Bonnie Berger
2018
–
2022
PhD Advisor
Joseph H. Davis
2018
–
2022
Expertise
computational biology
,
proteins
,
generative models
,
cryo-EM
Present
Publications
Scalable Inference-Time Steering in Molecular Design with Multimodal Meta Flow Maps
Ulrik Unneberg
,
Shiyi Wang
,
Dinko Franceschi
,
Boris Kozinsky
,
Ellen D Zhong
,
Michael Samuel Albergo
SPIGM @ ICML Poster
Readers:
Everyone
Generative AI for Biosciences: Emerging Threats and Roadmap to Biosecurity
Emilin Mathew
,
ZAIXI ZHANG
,
Souradip Chakraborty
,
Mengdi Wang
,
George Church
,
Russ B Altman
,
Eric P. Xing
,
Jian Ma
,
Adji Bousso Dieng
,
Amrit Singh Bedi
,
Le Cong
,
Ellen D Zhong
,
Alex John London
,
Alvaro Velasquez
OpenReview Archive Direct Upload
Readers:
Everyone
Multiscale guidance of protein structure prediction with heterogeneous cryo-EM data
Rishwanth Raghu
,
Axel Levy
,
Gordon Wetzstein
,
Ellen D Zhong
NeurIPS 2025 poster
Readers:
Everyone
Separating signal from noise: a self-distillation approach for amortized heterogeneous cryo-EM reconstruction
Minkyu Jeon
,
Jeffrey Gu
,
Ambri Ma
,
Serena Yeung-Levy
,
Vincent Sitzmann
,
Ellen D Zhong
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
CryoHype: Transformer-based hypernetworks for extreme heterogeneity in cryo-EM
Jeffrey Gu
,
Minkyu Jeon
,
Ambri Ma
,
Serena Yeung-Levy
,
Ellen D Zhong
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Multiscale guidance of protein structure prediction with heterogeneous cryo-EM data
Rishwanth Raghu
,
Axel Levy
,
Gordon Wetzstein
,
Ellen D Zhong
NeurIPS 2025 poster
Readers:
Everyone
Atomic Diffusion Models for Small Molecule Structure Elucidation from NMR Spectra
Ziyu Xiong
,
Yichi Zhang
,
Foyez Alauddin
,
Chu Xin Cheng
,
Joon Soo An
,
Mohammad R. Seyedsayamdost
,
Ellen D Zhong
NeurIPS 2025 poster
Readers:
Everyone
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors
Axel Levy
,
Eric Ryan Chan
,
Sara Fridovich-Keil
,
FREDERIC P POITEVIN
,
Ellen D Zhong
,
Gordon Wetzstein
Submitted to ICLR 2025
Readers:
Everyone
CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM
Minkyu Jeon
,
Rishwanth Raghu
,
Miro A. Astore
,
Geoffrey Woollard
,
J. Ryan Feathers
,
Alkin Kaz
,
Sonya M Hanson
,
Pilar Cossio
,
Ellen D Zhong
NeurIPS 2024 Track Datasets and Benchmarks Spotlight
Readers:
Everyone
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
Axel Levy
,
Rishwanth Raghu
,
David Shustin
,
Adele Rui-Yang Peng
,
Huan Li
,
Oliver Biggs Clarke
,
Gordon Wetzstein
,
Ellen D Zhong
NeurIPS 2024 poster
Readers:
Everyone
View all 19 publications
Co-Authors
Adam Lerer
Adele Rui-Yang Peng
Adji Bousso Dieng
Alex John London
Alkin Kaz
Alvaro Velasquez
Ambri Ma
Amrit Singh Bedi
Axel Levy
Bonnie Berger
Boris Kozinsky
Brian Hie
Bryan Bryson
Christoph Klein
Chu Xin Cheng
David A. Case
David L. Mobley
David Shustin
Dinko Franceschi
Edward Brignole
Emilin Mathew
Eric P. Xing
Eric Ryan Chan
FREDERIC P POITEVIN
Foyez Alauddin
View all 62 co-authors