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Dongzhe Zheng
PhD student, Princeton University
Joined
October 2022
Names
Dongzhe Zheng
(Preferred)
,
Denzel Zheng
Emails
****@wildcats.unh.edu
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Princeton University
(princeton.edu)
2025
–
Present
Researcher
Shanghai Jiaotong University
(sjtu.edu.cn)
2022
–
2025
MS student
University of Cambridge
(cam.ac.uk)
2020
–
2021
Undergrad student
University of New Hampshire, Durham
(unh.edu)
2015
–
2020
Advisors, Relations & Conflicts
Coauthor
Wenjie Mei
2023
–
2025
Coauthor
Cewu Lu
2022
–
2025
Expertise
Embodied AI
2022
–
Present
Robotics
2022
–
Present
Publications
Beyond Pairwise: Diagnosing Higher-Order Merge Failures via Hodge Decomposition
Dongzhe Zheng
,
Christine Allen-Blanchette
ICML 2026 Workshop WSS Poster
Readers:
Everyone
Topology-Preserving Neural Operator Learning via Hodge Decomposition
Dongzhe Zheng
,
Tao Zhong
,
Christine Allen-Blanchette
ICML 2026 regular
Readers:
Everyone
Memory-Augmented Potential Field Theory: A Framework for Adaptive Control in Non-Convex Domains
Dongzhe Zheng
,
Wenjie Mei
NeurIPS 2025 poster
Readers:
Everyone
Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures
Dongzhe Zheng
,
Wenjie Mei
ICML 2025 spotlightposter
Readers:
Everyone
On input-to-state stability verification of identified models obtained by Koopman operator
Wenjie Mei
,
Dongzhe Zheng
,
Yu Zhou
,
Ahmad Taha
,
Chengyan Zhao
J. Frankl. Inst. 2025
Readers:
Everyone
Koopman Universal Neural Dynamic Operator: Achieving Fully Explicit Expression Identification for Nonlinear Dynamical Systems
Dongzhe Zheng
,
Wenjie Mei
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence
Wenjie Mei
,
Dongzhe Zheng
,
Shihua Li
NeurIPS 2024 poster
Readers:
Everyone
Differentiable Cloth Parameter Identification and State Estimation in Manipulation
Dongzhe Zheng
,
Siqiong Yao
,
Wenqiang Xu
,
Cewu Lu
IEEE Robotics Autom. Lett. 2024
Readers:
Everyone
ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence
Wenjie Mei
,
Dongzhe Zheng
,
Shihua Li
NeurIPS 2024
Readers:
Everyone
Differentiable Fluid Physics Parameter Identification By Stirring and For Stirring
Wenqiang Xu
,
Dongzhe Zheng
,
Yutong Li
,
Jieji Ren
,
Cewu Lu
IROS 2024
Readers:
Everyone
View all 13 publications
Co-Authors
Ahmad Taha
Cewu Lu
Chengyan Zhao
Christine Allen-Blanchette
Han Xue
Huanyu Li
Jieji Ren
Shihua Li
Siqiong Yao
Tao Zhong
Wenjie Mei
Wenqiang Xu
Yu Zhou
Yutong Li