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Stephen Y. Zhang
PhD student, Mathematics, University of Melbourne
Joined
April 2021
Names
Stephen Y. Zhang
(Preferred)
,
Stephen Zhang
,
Stephen Y Zhang
Emails
****@math.ubc.ca
(Confirmed)
,
****@student.unimelb.edu.au
(Confirmed)
,
****@syz.id.au
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
PhD student
Mathematics,
University of Melbourne
(unimelb.edu.au)
2022
–
2026
Intern
MLR,
Apple
(apple.com)
2025
–
2025
MS student
Mathematics,
University of British Columbia
(ubc.ca)
2019
–
2021
Advisors, Relations & Conflicts
No relations added
Expertise
Optimal transport
Present
Computational biology
Present
Generative modelling
Present
Inverse problems
Present
Flow models
Present
Publications
On Fitting Flow Models with Large Sinkhorn Couplings
Stephen Y. Zhang
,
Alireza Mousavi-Hosseini
,
Michal Klein
,
marco cuturi
Accepted by TMLR
Readers:
Everyone
Simulation-Free Structure Learning for Stochastic Dynamics
Noah El Rimawi-Fine
,
Adam Stecklov
,
Lucas Nelson
,
Mathieu Blanchette
,
Alexander Tong
,
Stephen Y. Zhang
,
Lazar Atanackovic
Submitted to ICLR 2026
Readers:
Everyone
Flow Matching with Semidiscrete Couplings
Alireza Mousavi-Hosseini
,
Stephen Y. Zhang
,
Michal Klein
,
marco cuturi
ICLR 2026 Poster
Readers:
Everyone
On Fitting Flow Models with Large Sinkhorn Couplings
Alireza Mousavi-Hosseini
,
Stephen Y. Zhang
,
Michal Klein
,
marco cuturi
SPIGM @ NeurIPS
Readers:
Everyone
On Fitting Flow Models with Large Sinkhorn Couplings
Michal Klein
,
Alireza Mousavi-Hosseini
,
Stephen Y. Zhang
,
marco cuturi
Submitted to NeurIPS 2025
Readers:
Everyone
Learning non-equilibrium diffusions with Schrödinger bridges: from exactly solvable to simulation-free
Stephen Y. Zhang
,
Michael Stumpf
NeurIPS 2025 poster
Readers:
Everyone
Inferring stochastic dynamics with growth from cross-sectional data
Stephen Y. Zhang
,
Suryanarayana Maddu
,
Xiaojie Qiu
,
Victor Chardès
NeurIPS 2025 poster
Readers:
Everyone
Simulation-Free Structure Learning For Stochastic Dynamics
Noah El Rimawi-Fine
,
Adam Stecklov
,
Lucas Nelson
,
Alexander Tong
,
Mathieu Blanchette
,
Stephen Y. Zhang
,
Lazar Atanackovic
ICLR 2025 Workshop LMRL
Readers:
Everyone
Trajectory Inference via Mean-field Langevin in Path Space
Lénaïc Chizat
,
Stephen Zhang
,
Matthieu Heitz
,
Geoffrey Schiebinger
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Co-Authors
Adam Stecklov
Alexander Tong
Alireza Mousavi-Hosseini
Geoffrey Schiebinger
Lazar Atanackovic
Lucas Nelson
Lénaïc Chizat
Mathieu Blanchette
Matthieu Heitz
Michael Stumpf
Michal Klein
Noah El Rimawi-Fine
Suryanarayana Maddu
Victor Chardès
Xiaojie Qiu
marco cuturi