Meng Liu (刘猛)

Ph.D. Student, Texas A&M University

mengliu [AT]


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 currently working on graphs and molecules with machine learning.



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

GraphEBM: Molecular Graph Generation with Energy-Based Models

Meng Liu, Keqiang Yan, Bora Oztekin, and Shuiwang Ji

EBM Workshop at ICLR, 2021.

Towards Deeper Graph Neural Networks

Meng Liu, Hongyang Gao, and Shuiwang Ji

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


Program Committee Member & Reviewer

Annual Conference on Neural Information Processing Systems (NeurIPS) 2021

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


My résumé is available here.