I am a Ph.D. student in The Department of Computer Science and Engineering at Pennsylvania State University, advised by Prof. Mahmut Kandemir.

I have a broad interest in machine learning systems, with a particular focus on optimizing the training of Large Language Models (LLMs) and Graph Neural Networks (GNNs). Recently, I have been working on optimizing the training of Large Language Models on heterogeneous systems with Deep Learning compiler, as well as accelerating heterogeneous GNN and graph transformer training.

Before joining PSU, I was fortunate to work with Dr. Tyng-Luh Liu, Dr. Jan-Jan Wu, and Dr. Ding-Yong Hong at Academia Sinica as a research assistant. I previously recieved a B.S. in Biomechatronics and an M.S. in Electrical Engineering from National Taiwan University. In my Master’s thesis, I proposed a distributed inference framework for edge devices, advised by Prof. Sheng-De Wang.