I am a second-year Ph.D. student in the Computer Science Department at CMU, advised by Zico Kolter. I received my Bachelor's degree from Yao Class, Tsinghua University in 2019.
My research interest lies at the intersection of deep learning, security and optimization.
Email: mingjies at cs dot cmu dot edu
Denoised Smoothing: A Provable Defense for Pretrained Classifiers
Hadi Salman, Mingjie Sun, Greg Yang, Ashish Kapoor, Zico Kolter
In Neural Information Processing Systems (NeurIPS) 2020
Rethinking the Value of Network Pruning
Zhuang Liu*, Mingjie Sun*, Tinghui Zhou, Gao Huang, Trevor Darrell (*equal contribution)
In International Conference on Learning Representations (ICLR) 2019