Author

Tian-Hao Guo

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Preprint Oct 2026

An Efficient SIM Beamforming Scheme Based on Physical-Empowered Projected Gradient

Stacked Intelligent Metasurfaces (SIMs) have emerged as a promising technology for next-generation wireless systems. Especially in multi-input multi-output (MIMO) systems, it has the potential to realize complicated wave-domain transformations with low hardware costs and energy consumption. However, SIM-assisted MIMO s...

Yu-Zhi Yang, Hao Liu, Tian-Hao Guo et al. · 1 citation

#machine learning Preprint Oct 2026

Leveraging Quantum Measurement Randomness for Shot-Efficient Diffusion Models

This paper uses the noise quantum measurement produces anyway to replace part of the noise the sampler would otherwise inject to replace part of the noise the sampler would otherwise inject in the denoising diffusion implicit model.

Tian-Hao Guo, Dian-Xin Zheng, Yu-Hua Qian et al. · 0 citations