Jiaqi Han
2 papers · Latest:
Machine Learning
One-Step Generative Modeling via Wasserstein Gradient Flows
W-Flow introduces a novel one-step generative model using Wasserstein gradient flows, achieving state-of-the-art image generation 100x faster than diffusion models.
2605.11755
Machine LearningAlign Your Structures: Generating Trajectories with Structure Pretraining for Molecular Dynamics
A new framework uses structure pretraining and diffusion models to generate realistic molecular dynamics trajectories, overcoming data scarcity.
2604.03911
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