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Author

Zi-On Wang

2 papers indexed here

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Preprint Aug 2026

UBio-MolFM: Enabling Biomolecular Dynamics at DFT Accuracy and $10^5$ Atoms with One Untuned Potential

Ion conduction, membrane permeation and metal recognition hinge on electronic structure, yet first-principles simulation reaches only hundreds of atoms. UBio-MolFM lifts that ceiling: a foundation model trained on 160 million quantum-chemical labels, its receptive field spanning non-covalent distances at near-linear co...

Lin Huang, Frank Peng, Jiajun Cheng et al. · 0 citations
#machine learning Preprint Apr 2026

FluxMoE: Decoupling Expert Residency for High-Performance MoE Serving

FluxMoE is presented, which decouples experts from physical GPU residency and adapts their footprint to available memory through a new \emph{expert paging} abstraction, and streams weights on demand while keeping expert computation on GPUs.

Qing-Xiu Liu, Yong-Chao He, Run-Han Jiang et al. · 0 citations

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