Hui Guan

Registered user since Mon 22 Apr 2019

Name:Hui Guan
Bio:

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

Contributions

CC 2023 Committee Member in Program Committee within the Research Papers-track
PLDI 2022 Committee Member in PLDI within the PLDI-track
PPoPP 2022 Committee Member in External Review Committee
CGO 2022 Author of Enabling Near Real-Time NLU-Driven Natural Language Programming through Dynamic Grammar Graph-Based Translation within the Main Conference-track
LCTES 2021 United States of America in Program Committee within the LCTES 2021-track
ISMM 2021 Committee Member in Program Committee within the ISMM 2021-track
CC 2021 Author of Deep NLP-Based Co-evolvement for Synthesizing Code Analysis from Natural Language within the CC Research Papers-track
ESEC/FSE 2020 Author of HISyn: Human Learning-Inspired Natural Language Programming within the Research Papers-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