Meng Liu

Bio

Howdy! I am currently a 2nd year Ph.D. student in the Department of Computer Science & Engineering, Texas A&M University. My advisor is Prof. Shuiwang Ji, who leads the Data Integration, Visualization, and Exploration (DIVE) Laboratory. I obtained my bachelor’s degree from the Department of Electronic Engineering, Tsinghua University in 2019, advised by Prof. Liangrui Peng.

My research interests lie in machine learning and deep learning. I am particularly interested in graph neural networks and deep learning for molecules.

Recent News

Publications

Most recent publications on Google Scholar.
* indicates equal contribution.

Towards Deeper Graph Neural Networks

Meng Liu, Hongyang Gao, and Shuiwang Ji

The 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2020.

Paper Code Repo

Services

Program Committee Member & Reviewer

International Conference on Machine Learning (ICML) 2021

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2021

International Conference on Learning Representation (ICLR) 2020, 2021

IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

BMC Bioinformatics

Résumé

My résumé is available here.

Texas A&M University Aug 2019 - now

Ph.D. Student
Advisor: Prof. Shuiwang Ji
Computer Science & Engineering
Owlii Inc. May 2018 - Aug 2018

R&D Intern
Mentor: Yi Xu
Tsinghua University Aug 2015 - Jul 2019

B.E. Student
Advisor: Prof. Liangrui Peng
Electronic Engineering