Yi Liu

Yi Liu, Ph.D. student Department of Computer Science & Engineering Texas A&M University 520 Harvey R. Bright Building College Station, TX 77843-3112 E-mail: yiliu@tamu.edu

Short Biography

I am currently a third-year Ph.D. student in Department of Computer Science & Engineering, Texas A&M University. My advisor is Dr. Shuiwang Ji.

Research Interests

• Machine Learning

• Data Mining

• Computational Biology

Education

• Ph.D., Computer Science, Texas A&M University, September 2018 - Present

• Ph.D., Computer Science, Washington State University, August 2017 - August 2018

• M.S., Biomedical Engineering, University of Science and Technology of China, September 2012 - June 2015

• B.S., Electronic Engineering, University of Science and Technology of China, September 2008 - June 2012

Publications

• Yi Liu, Hao Yuan, Lei Cai, Shuiwang Ji
  
Deep Learning of High-Order Interactions for Protein Interface Prediction
The 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), x-x, 2020
• Yi Liu, Hao Yuan, Zhengyang Wang, Shuiwang Ji
  
Global Pixel Transformers for Virtual Staining of Microscopy Images
IEEE Transactions on Medical Imaging (TMI)
• Yi Liu, Hao Yuan, Shuiwang Ji
  
Learning Local and Global Multi-Context Representations for Document Classification
The 19th IEEE International Conference on Data Mining (ICDM), x-x, 2019

Services

Program Committee Member

• The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019

Teaching

Teaching Assistant

• CSCE 636: Deep Learning, Texas A&M University, Fall 2019

• CSCE 611: Operating System and Applications, Texas A&M University, Spring 2020