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Sitao Huang

COBRA: Algorithm-Architecture Co-optimized Binary Transformer Accelerator for Edge Inference

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Apr 22, 2025
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TeLLMe: An Energy-Efficient Ternary LLM Accelerator for Prefilling and Decoding on Edge FPGAs

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Apr 22, 2025
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MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs

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Aug 26, 2024
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TBA: Faster Large Language Model Training Using SSD-Based Activation Offloading

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Aug 19, 2024
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RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement

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Jun 14, 2024
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TG-NAS: Leveraging Zero-Cost Proxies with Transformer and Graph Convolution Networks for Efficient Neural Architecture Search

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Mar 30, 2024
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MicroNAS: Zero-Shot Neural Architecture Search for MCUs

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Jan 17, 2024
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CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion

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Jun 27, 2023
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Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection

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Apr 11, 2023
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DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification

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Apr 11, 2023
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