Guan-Ting (Danny) Liu  

 



  ![](/sites/default/files/person/2%E5%90%8B45x35.jpg)

  

 Guan-Ting (Danny) Liu completed his Ph.D. in the [Graduate Institute of Networking and Multimedia](https://www.inm.ntu.edu.tw/) at [National Taiwan University](https://www.ntu.edu.tw/) in Taipei, Taiwan. During his Ph.D. program, he is advised by [Pu-Jen Cheng](https://www.csie.ntu.edu.tw/~pjcheng/), [Iris Hui-Ru Jiang](https://www.ee.ntu.edu.tw/profile1.php?id=1060726), and [Shao-Hua Sun](https://shaohua0116.github.io/). His research focuses on Reinforcement Learning, Machine Learning, and applying ML techniques for Design Automation Problems. Before entering the graduate school, he finished his bachelor's degree in Electronic Engineering with cross-discipline in Computer Science at NCTU ([NYCU](https://www.nycu.edu.tw/) by now). Much of his research is about interpretability and generalization of RL and applying machine learning techniques to solve EDA problems.



   Research Area(s)

[Artificial Intelligence and Machine Learning ](/research-area/machine-learning-artificial-intelligence)

[Circuits and VLSI Design](/research-area/circuits)

[Generative AI](/research-area/generative-ai)

 

 

  

 Main Field of Interest

[Artificial Intelligence and Machine Learning ](/research-area/machine-learning-artificial-intelligence)

 

  

 Google Scholar

[https://scholar.google.com.tw/citations?user=A9JgYGYAAAAJ&hl=zh-TW&authuser=2](https://scholar.google.com.tw/citations?user=A9JgYGYAAAAJ&hl=zh-TW&authuser=2)