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Pengmiao Zhang

TabConv: Low-Computation CNN Inference via Table Lookups

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Apr 08, 2024
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PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models

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Feb 21, 2024
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ME-ViT: A Single-Load Memory-Efficient FPGA Accelerator for Vision Transformers

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Feb 15, 2024
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Attention, Distillation, and Tabularization: Towards Practical Neural Network-Based Prefetching

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Jan 16, 2024
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Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics

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Dec 10, 2022
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TransforMAP: Transformer for Memory Access Prediction

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May 29, 2022
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Fine-Grained Address Segmentation for Attention-Based Variable-Degree Prefetching

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May 01, 2022
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