I am a third year Ph.D. student at University of Delaware, and I am very fortunate to be advised by Prof. Xi Peng.
Prior to UD, I received my master's degree from University of Southern California. I did my undergraduate study at Northwest A&F University.
I am interested in multimodal learning, unsupervised/self‑supervised representation learning, and transfer learning, with applications in computer vision.
Are Multimodal Transformers Robust to Missing Modality?
Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
SMIL: Multimodal Learning with Severely Missing Modality
Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng.
AAAI Conference on Artificial Intelligence (AAAI), 2021.
Conference Reviewer:
ACM International Conference on Multimedia (ACM MM), 2019–2022.
Spring 2022: Teaching Assistant for CISC 483 (Data Mining).
Fall 2021: Teaching Assistant for CISC 483 (Data Mining).
Spring 2021: Teaching Assistant for CISC 683/483 (Data Mining).
Fall 2020: Teaching Assistant for CISC 683/483 (Data Mining), CISC 642/443 (Computer Vision).