Research
Research Interest
I am interested in designing effective machine learning models and computationally efficient algorithms to address the challenge of analyzing large volume of data and solve complex systems with limited computational resources.
Fast matrix algorithms
Fast polynomial root-finding
Machine learning applications in image processing
Trustworthy AI
Students
Students at Lehman College
I am a mentor in the LSAMP program. In particular, I am looking for mentoring students who plan to apply for graduate schools after receiving bachelor's degree.
Ph.D. students
Haripriya Chakraborty (Fall 2017 - Spring 2021)
Heng Li (Fall 2023 - now)
Grants
PSC CUNY Award Cycle 50: Randomized Wavelet-Hadamard Transform as a Dimensionality Reduction Tool
PSC CUNY Award Cycle 51: Efficient CUR Matrix Decomposition via Relative-Error Double-Sided Least Squares Solving
NYC Tech 2x Course Innovation Grant 2022: Trustworthy Machine Learing
NYC Tech 2x Experiential Learning Grant 2023
NYC Tech 2x Course Innovation Grant 2022: Big Data Analytics in Cloud Computing