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Yakun Sophia Shao

Design Space Exploration of Embedded SoC Architectures for Real-Time Optimal Control

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Oct 16, 2024
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LLM-Aided Compilation for Tensor Accelerators

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Aug 06, 2024
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KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

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Feb 07, 2024
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MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks

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May 10, 2023
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Full Stack Optimization of Transformer Inference: a Survey

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Feb 27, 2023
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CoSA: Scheduling by Constrained Optimization for Spatial Accelerators

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May 05, 2021
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Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata

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Apr 06, 2021
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Gemmini: An Agile Systolic Array Generator Enabling Systematic Evaluations of Deep-Learning Architectures

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Dec 07, 2019
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