Chunmei Liu, Ph.D.

Professor
Department of Electrical Engineering and Computer Science
Howard University
Washington, DC 20059
Office: (202) 865-0056
Email: chuliu AT howard.edu

Research Interests

• Computational Biology
• Algorithms
• Data Science
• Machine Learning
• Graph Theory
• Combinatorial Complexity

Selected Projects

• Data Science Training Core, NIH AIM-AHEAD, Co-I, 15M, 2021-2023.
• "Foundations of Data Science Institute", PI at Howard University, $285,000, 9/1/2020-8/31/2025.
• "Emerging Frontiers of the Science of Information", PI at Howard Univ., $1,050,000, 8/1/2010 - 7/31/2020.
• "Collaborative Research: Developing Course Modules to Teach Service-Oriented Programming through Visualization", NSF TUES, Co-PI, $199,997, 8/1/2012-7/31/2016.
• "A System Biology Approach for the Fusion of Data between Multiple OMICS Platforms and the Conversation of Minimal Information for Utility", John Hopkins University Applied Physics Lab, PI, $25,000, 7/14/2011 – 9/15/2011.
• "Protein Identification via Graph Algorithms", 2009 NSF Faculty Early CAREER Award, $400,000.

Teaching

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• CSCI 572: Computability and Complexity””

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• CSCI 341: Theory of Computation
• CSCI 570: Advanced Algorithms

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Recent Publications

• Yinglei Song, Junfeng Qu, Chunmei Liu,”°Real-Time Registration of Remote Sensing Images with a Markov Chain Model”±, Journal of Real-Time Image Processing.
• Felix Olowononi*, Danda B. Rawat and Chunmei Liu, "Resilient Machine Learning for Networked Cyber Physical Systems: A Survey for Machine Learning Security to Securing Machine Learning for CPS", IEEE Communications Surveys & Tutorials, November, 2020.
• Bimal Ghimire*,Danda B. Rawat, Chunmei Liu and Jiang Li, "Sharing Enabled Blockchain for Software-Defined Internet of Unmanned Vehicles in Battlefield," IEEE Network, 2020.
• Guoliang Li, Jinhong Sun, Mohammad Rana, Yinglei Song, Chunmei Liu and Zhi-yu Zhu,”°Optimizing High-Dimensional Functions with an Efficient Particle Swarm Optimization Algorithm”±, Mathematical Problems in Engineering ((7/2020).
• Ronald Doku*, Danda Rawat, Chunmei Liu, ”°On the Blockchain-Based Decentralized Data Sharing for Event Based Encryption to Combat Adversarial Attacks”±, IEEE Transactions on Network Science and Engineering (4/2020).
• Christian Diaz*, Chunmei Liu, ”°A Survey on Algorithms for Big Data Analysis in Electromagnetics Scattering Problems", The 13th International Conference on Advances in Databases, Knowledge, and Data Applications.
• Felix Olowononi*, Danda B. Rawat, and Chunmei Liu, ”°Federated Learning with Differential Privacy for resilient Vehicular Cyber Physical Systems”±, 2021 IEEE 18th Annual Consumer Communications & Networking Conference(CCNC2021).
• Felix Olowononi*, Danda B. Rawat, and Chunmei Liu, "Trust-Based Adversarial Resiliency in Vehicular Cyber Physical Systems Using Reinforcement Learning, Proc. of the Eighth International Symposium on Security in Computing and Communications (SSCC'20), Oct 14 - 17, 2020, Chennai, India.
• Ronald Doku*, Danda B. Rawat and Chunmei Liu, ”°Towards Federated Learning Approach to Determine Data Relevance in Big Data”±, IEEE 20th International Conference on Information Reuse and Integration for Data Science, July 30 - August 1, 2019. Los Angeles, California, USA.
• Felix Olowononi*, Danda B. Rawat and C. Liu , "Dependable Adaptive Mobility in Vehicular Networks for Resilient Mobile Cyber Physical Systems", IEEE ICC 2020 Workshop on Secure and Dependable Software Defined Networking for Sustainable Smart Communities, 7-11 June 2020, Dublin, Ireland.