I am a senior undergraduate student in the Computer Science Department at National Tsing Hua University in Taiwan.
I am interested in improving the performance of Generative AI, focusing on training better models, building efficient and robust systems, and developing useful tools.
I'm currently working on two projects: HakuTPU and HomeDiffusion.
HakuTPU aims to build a high-performance AI accelerator based on Xilinx FPGA,
while HomeDiffusion seeks to enable pretrained diffusion models on consumer-level hardware.
AI art should look like AI, not humans.
Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.
Text to Image with Text Presampling for Optimal Prompting.
AI Accelerator softcore for Xilinx UltraScale+ FPGAs.
Stable Diffusion web UI
Shin-Ying Yeh, Sang-Hyun Park, Giyeong Oh, Min Song, Youngjae Yu
Yu-Guan Hsieh, Cheng-Yu Hsieh, Shin-Ying Yeh, Louis Béthune, Hadi Pouransari, Pavan Kumar Anasosalu Vasu, Chun-Liang Li, Ranjay Krishna, Oncel Tuzel, marco cuturi
Shin-Ying Yeh, Yu-Guan Hsieh, Zhidong Gao, Bernard B W Yang, Giyeong Oh, Yanmin Gong