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Author

Ruoxi Xu

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Preprint Oct 2026

OmniSimulator: Aligning Small Language Models for Authentic Heterogeneous Behavior Modeling

Large language models (LLMs) have shown great potential as general-purpose user simulators for interactive systems. Prior studies have demonstrated that training on high-quality data can substantially improve model reasoning and downstream task performance. However, the upper bound of user simulation is still constrain...

Jiawei Chen, Ruo-Xi Xu, Boxi Cao et al. · 0 citations
Jul 2026

FlashPDE: A Drop-In Fused Triton Operator Library for Neural PDE Solvers

FlashPDE provides a hardware-efficient execution layer that bridges differentiable PDE solvers and GPU-optimized numerical computation within the PyTorch ecosystem, while maintaining numerical agreement with PyTorch finite-difference references.

Pei-Yu Zang, Bosen Xie, Ruoxi Xu et al. · 1 citation

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