T. Ruiz

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

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Zhen Qin (1)Xuyang Shen (1)Yiran Zhong (1)Mengdi Wang (1)

Papers (1)

Mar 16, 2026

T. Ruiz +42w ago·also East China University of Science and Technology

FlashSampling: Fast and Memory-Efficient Exact Sampling

Exact sampling in large-vocabulary decoding can be sped up by 19% simply by fusing it into the LM-head matmul, turning a bandwidth bottleneck into a lightweight epilogue.

T. Ruiz, Zhen Qin, Xuyang Shen +2

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

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T. Ruiz

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)