Kevin J Liang

Menlo Park, United States

Kevin is a Research Scientist at Facebook AI Applied Research (FAIR). His research interests are primarily in deep learning, particularly computer vision, continual learning, federated learning, and adversarial attacks. Before Facebook, he was at Duke University, where he completed his PhD while advised by Lawrence Carin, as well as a BSE in Electrical and Computer Engineering and Biomedical Engineering before that.

Kevin's Publications

September 29, 2021

Core Machine Learning

Computer Vision

Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors

Nikhil Mehta, Kevin J Liang, Vinay K Verma, Lawrence Carin

September 29, 2021

March 17, 2021

Research

NLP

MixKD: Towards Efficient Distillation of Large-scale Language Models

Kevin J Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin

March 17, 2021