Hung-Yueh Chiang

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authored a paper 7 days ago

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

Paper • 2512.03383 • Published 8 days ago • 3

authored 4 papers 8 months ago

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

Paper • 2503.22879 • Published Mar 28 • 9

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

Paper • 2410.13229 • Published Oct 17, 2024 • 1

Efficient Low-rank Backpropagation for Vision Transformer Adaptation

Paper • 2309.15275 • Published Sep 26, 2023 • 1

MobileTL: On-device Transfer Learning with Inverted Residual Blocks

Paper • 2212.03246 • Published Dec 5, 2022 • 1