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quant-ph2026
QuLoC: Photonic Quantum-Assisted Low-Rank LLM Compression
Xiao-Hui Ni, Yu-Han Yao, Yu-Ze Zhu +4
As LLMs grow in size, compression becomes increasingly important for efficient deployment. SVD-based low-rank compression reduces parameter counts but can degrade downstream perfor…
quant-ph2026
A Chip-scale Space-time Multiplexed Gaussian Boson Sampling Processor Beyond 10,000 Photons
Yu-Xuan Fu, He-Yu Shen, Ke-Ming Hu +33
Gaussian boson sampling (GBS) has emerged as a leading photonic paradigmfor demonstrating quantum computational advantage. Nevertheless, state-ofthe-art GBS setups face practical b…