Hua, Mengjian

4 publications

ICLRW 2025 An Efficient On-Policy Deep Learning Framework for Stochastic Optimal Control Mengjian Hua, Mathieu Lauriere, Eric Vanden-Eijnden

UAI 2025 Simulation-Free Differential Dynamics Through Neural Conservation Laws Mengjian Hua, Eric Vanden-Eijnden, Ricky T. Q. Chen

ICML 2024 Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes Yifan Chen, Mark Goldstein, Mengjian Hua, Michael Samuel Albergo, Nicholas Matthew Boffi, Eric Vanden-Eijnden

NeurIPS 2023 Efficient Training of Energy-Based Models Using Jarzynski Equality Davide Carbone, Mengjian Hua, Simon Coste, Eric Vanden-Eijnden