Hui Guan

Registered user since Mon 22 Apr 2019

Name:Hui Guan

Hui Guan is an Assistant Professor in the College of Information and Computer Sciences (CICS) at the University of Massachusetts Amherst, the flagship campus of the UMass system. Her research lies in the intersection between Machine Learning and Programming Systems, with a focus on improving Machine Learning (e.g., speed, scalability, reliability) through innovations in algorithms and programming systems (e.g., compilers, runtime). She is also interested in Leveraging Machine Learning to improve High Performance Computing.

Country:United States
Affiliation:University of Massachusetts, Amherst
Research interests:Programming Systems, Machine Learning


ISMM 2021 Committee Member in Program Committee within the ISMM 2021-track
PLDI 2019 Author of Wootz: A Compiler-Based Framework for Fast CNN Pruning via Composability within the PLDI Research Papers-track
PLDI 2017 Author of Generalizations of the Theory and Deployment of Triangular Inequality for Compiler-Based Strength Reduction within the PLDI Research Papers-track