Mengjian Hua

PhD student, Courant Institute of Mathematical Sciences, New York University

Joined

September 2022

Names

Mengjian Hua (Preferred)

Emails

****@nyu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Courant Institute of Mathematical Sciences, New York University (nyu.edu)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Eric Vanden-Eijnden

2022 – 2027

Expertise

No areas of expertise listed

Publications

An Efficient On-Policy Deep Learning Framework for Stochastic Optimal Control
Mengjian Hua, Mathieu Lauriere, Eric Vanden-Eijnden
- FPI-ICLR2025 Poster
- Readers: Everyone
Simulation-Free Differential Dynamics Through Neural Conservation Laws
Mengjian Hua, Eric Vanden-Eijnden, Ricky T. Q. Chen
- UAI 2025 Poster
- Readers: Everyone
A Simulation-Free Deep Learning Approach to Stochastic Optimal Control
Mengjian Hua, Mathieu Lauriere, Eric Vanden-Eijnden
- Submitted to ICLR 2025
- Readers: Everyone
Simulation-Free Differential Dynamics through Neural Conservation Laws
Mengjian Hua, Eric Vanden-Eijnden, Ricky T. Q. Chen
- Submitted to ICLR 2025
- Readers: Everyone
Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
Yifan Chen, Mark Goldstein, Mengjian Hua, Michael Samuel Albergo, Nicholas Matthew Boffi, Eric Vanden-Eijnden
- ICML 2024 Poster
- Readers: Everyone
Efficient Training of Energy-Based Models Using Jarzynski Equality
Davide Carbone, Mengjian Hua, Simon Coste, Eric Vanden-Eijnden
- NeurIPS 2023 poster
- Readers: Everyone

Co-Authors