Yu-Shan Tai

16 papers A 1C 1Misc 3Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Designing to Forget: Deep Semi-parametric Models for Unlearning.
CoRR
Amber Yijia Zheng, Yu-Shan Tai, Raymond A. Yeh
2026 J jnl
Efficient Coarse-to-Fine Diffusion Models with Time Step Sequence Redistribution.
CoRR
Yu-Shan Tai, An-Yeu Wu
2025 A conf
AMP-ViT: Optimizing Vision Transformer Efficiency with Adaptive Mixed-Precision Post-Training Quantization.
WACV
Yu-Shan Tai, An-Yeu Andy Wu
2025 — conf
Efficient Coarse-to-Fine Diffusion Models with Time Step Sequence Redistribution.
AICAS
Yu-Shan Tai, An-Yeu Andy Wu
2025 — conf
MPRDiff: Mixed Precision Restorative Diffusion Model with Incoherence Processing.
MLSP
Chih-Sheng Cheng, Yu-Shan Tai, An-Yeu Wu, Yen-Hsi Lee, Kai-Ya Wei
2025 J jnl
Quick Bypass Mechanism of Zero-Shot Diffusion-Based Image Restoration.
CoRR
Yu-Shan Tai, An-Yeu Wu
2024 — conf
FQ4DM: Full Quantization for Diffusion Model.
MLSP
Chieh-En Wang, Yu-Shan Tai, An-Yeu Wu
2024 J jnl
MPTQ-ViT: Mixed-PrecisionPost-TrainingQuantizationforVisionTransformer.
CoRR
Yu-Shan Tai, An-Yeu Wu
2024 C conf
Similarity-Aware Fast Low-Rank Decomposition Framework for Vision Transformers.
ISCAS
Yuan-June Luo, Yu-Shan Tai, Ming-Guang Lin, An-Yeu Andy Wu
2023 J jnl
Joint Optimization of Dimension Reduction and Mixed-Precision Quantization for Activation Compression of Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, Yi-Ta Chen, An-Yeu Wu
2023 Misc conf
TSPTQ-ViT: Two-Scaled Post-Training Quantization for Vision Transformer.
ICASSP
Yu-Shan Tai, Ming-Guang Lin, An-Yeu Andy Wu
2022 Misc conf
Compression-Aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations.
ICASSP
Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang, An-Yeu Andy Wu
2022 — conf
Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation.
SiPS
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy Wu
2022 J jnl
Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation.
CoRR
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy Wu
2021 J jnl
Compression-aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations.
CoRR
Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang, An-Yeu Wu
2021 Misc conf
Scalable NPairLoss-Based Deep-ECG for ECG Verification.
AIAI
Yu-Shan Tai, Yi-Ta Chen, An-Yeu Andy Wu