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Energy-Aware Computing Lab @ UT ECE

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https://enyac.org/
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AI & ML interests

Energy-aware Computing, Low Power Design, EDA, Dark Silicon, Efficient Deep Learning

Papers

UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models

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Hung-Yueh Chiang's profile pictureDimitrios Stamoulis's profile picture
ut-enyac 's Papers 4
Submitted by
Hung-Yueh Chiang
5

UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

ut-enyac Energy-Aware Computing Lab @ UT ECE
12 2
Submitted by
Hung-Yueh Chiang
9

Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models

ut-enyac Energy-Aware Computing Lab @ UT ECE
68 2
1

Quamba: A Post-Training Quantization Recipe for Selective State Space Models

ut-enyac Energy-Aware Computing Lab @ UT ECE
1

MobileTL: On-device Transfer Learning with Inverted Residual Blocks

ut-enyac Energy-Aware Computing Lab @ UT ECE
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