Hong Zhang

Assistant Computational Mathematician, Argonne National Laboratory

Joined

May 2021

Names

Hong Zhang (Preferred)

Emails

****@anl.gov (Confirmed)

Personal Links

Career & Education History

Assistant Computational Mathematician

Argonne National Laboratory (anl.gov)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A Memory-efficient Neural ODE Framework Based on High-level Adjoint Differentiation
Wenjun Zhao, Hong Zhang
- IEEE Transactions on Artificial Intelligence
- Readers: Everyone
Improving Flow Matching by Aligning Flow Divergence
Yuhao Huang, Taos Transue, Shih-Hsin Wang, William M Feldman, Hong Zhang, Bao Wang
- ICML 2025 poster
- Readers: Everyone
Neural Time Integrator with Stage Correction
Yifan Zhang, Hong Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Semi-Implicit Neural Ordinary Differential Equations for Learning Chaotic Systems
Hong Zhang, Ying Liu, Romit Maulik
- HeavyTails 2023
- Readers: Everyone
Graph Neural Networks for Selection of Preconditioners and Krylov Solvers
Ziyuan Tang, Hong Zhang, Jie Chen
- Published: 22 Nov 2022, Last Modified: 05 May 2023
- NeurIPS 2022 GLFrontiers Workshop
- Readers: Everyone
PNODE: A memory-efficient neural ODE framework based on high-level adjoint differentiation
Hong Zhang, Wenjun Zhao
- 29 Sept 2021 (modified: 12 Oct 2025)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Stiffness-aware neural network for learning Hamiltonian systems
SENWEI Liang, Zhongzhan Huang, Hong Zhang
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone

Co-Authors