Mengmeng Ma

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.

Google Scholar

CV

Research Interests

I am interested in (1) multimodal learning, (2) out-of-distribution generalization, and (3) federated learning, with their applications in computer vision. I'm a fan of Slow Science.

Publications

• 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.

Services

Conference Reviewer:

• ACM International Conference on Multimedia (ACM MM), 2019–2022.

Journal Reviewer:

• Neural Networks, 2022.

Teaching

• Teaching Assistant for CISC 683/483 (Data Mining), Fall 2020-2021, Spring 2021-2022.

• Teaching Assistant for CISC 642/442 (Computer Vision), Fall 2020.

Contact

I’m always interested in hearing about opportunities to collaborate or apply research to real-world problems!
Feel free to reach out.

Email: mengma [at] udel (dot) edu
Address: 18 Amstel Avenue, Smith Hall 208, Newark, DE 19716