Department of Computer Science and Engineering
Associate Professor
Lu’s research interests lie in the fields of computer security, software engineering, operating systems, artificial intelligence, and security ethics. His research aims to secure both traditional software systems and AI systems, with a focus on program understanding and reasoning, secure-by-design principles and defense, and sustainable security assurance. He often achieves research goals through dynamic/static/symbolic program analysis, compiler…
Regents Professor, William Norris Land Grant Chair in Large-Scale Computing, Data Science Initiative Director
Kumar's current research interests span data mining, high-performance computing, and their applications in climate/ecosystems and health care. His research has resulted in the development of the concept of isoefficiency metric for evaluating the scalability of parallel algorithms, as well as highly efficient parallel algorithms and software for sparse matrix factorization (PSPASES) and graph partitioning (METIS, ParMetis, hMetis). Kumar's current…
Professor
Kuang's broad research interests are in computational biology, biomedical informatics and machine learning. His lab focuses on developing machine-learning algorithms for problems in cancer genomics, biological network analysis and protein function/structure analysis.
Research Division
Data Science and Machine Learning
Current Research…