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Ming Shao, PhD
Associate Professor
Computer & Information Science
Contact
508-910-6893
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Dion 303A
Education
| 2016 | Northeastern University | PhD in Electrical and Computer Engineering |
| 2010 | Beihang University | ME in Computer Science |
| 2007 | Beihang University | BS in Applied Mathematics |
| 2006 | Beihang University | BE in Computer Science |
Teaching
Programs
Programs
- Computer Science BS, BS/MS
- Computer Science Cybersecurity
- Computer Science Graduate Certificate
- Computer Science MS
- Data Science BS, BS/MS
- Data Science Graduate Certificate
- Data Science MS
- Engineering and Applied Science PhD
- Mobile Applications Development
- Software Engineering
Research
Research awards
- $ 207,695 awarded by National Fish And Wildlife Foundation | AIS, INC for Integrating an Intelligent Discard Chute into New England Groundfish Electronic Monitoring (MA)
- $ 512,105 awarded by National Science Foundation for Collaborative Research: CPS: Medium: AI-Boosted Precision Medicine through Continual in situ Monitoring of Micro-tissue Behaviors on Organs-on-Chips
- $ 498,970 awarded by National Science Foundation for CAREER: Enabling Continual Multi-view Representation Learning: An Adversarial Perspective
- $ 92,404 awarded by Massachusetts Institute of Technology for Incorporating Image Recognition and Machine Learning into the NE Multispecies Groundfish Electronic Programs to Quantify Species and Sizes of Discards
- $ 269,704 awarded by Office of Naval Research for UMassD MUST I: Incremental Learning with Human-in-the-Loop for Underwater Anomaly Detection
Research
Research interests
- Predictive modeling
- Adversarial machine learning
- Continual and incremental machine learning
- Robust and multi-view representation learning
- Health informatics
Ming Shao received BE degree in Computer Science, BS degree in Applied Mathematics, and ME degree in Computer Science from Beihang University, Beijing, China, in 2006, 2007, and 2010, respectively. He received PhD degree in Computer Engineering from Northeastern University, Boston, MA, in 2016. He is currently an Associate Professor affiliated with the College of Engineering at the University of Massachusetts Dartmouth. His current research interests include predictive modeling, adversarial machine learning, continual and incremental machine learning, robust and multi-view representation learning, and health informatics. He published over 90 articles in prestigious journals and conference proceedings. Since joining UMass Dartmouth, Dr. Shao has secured funding from several sources for $3.17M. He received the NSF CAREER Award in 2022 and was the recipient of the Presidential Fellowship of State University of New York at Buffalo from 2010 to 2012, and the best paper award winner of IEEE ICDM 2011 Workshop on Large Scale Visual Analytics, and best paper award candidate of ICME 2014. He was the reviewer for many IEEE Transactions journals, including TPAMI, TKDE, TNNLS, TIP, and TMM. He also served on the (senior) program committee for top-tier conferences such as AAAI, IJCAI, CVPR, ICCV, NeurIPS, ICML, ICLR, KDD, ICDM, CIKM, ACM-MM, etc. He is the Associate Editor of IEEE Transactions on Image Processing, IEEE Computational Intelligence Magazine, and SPIE Journal of Electronic Imaging. He is a member of IEEE.