A Resource Management Based on Deep Learning in Ubiquitous Power Internet of Things. - Wenhao Yao; Huaide Peng; Huiyun Peng; Yanfang Xiong; Xueting Li; Qiang Kong (IWCMC, 2021)

Large Language Models for Energy-Efficient Code: Emerging Results and Future Directions. - Huiyun Peng; Arjun Gupte; Nicholas John Eliopoulos; Chien Chou Ho; Rishi Mantri; Leo Deng; Wenxin Jiang 001; Yung-Hsiang Lu; Konstantin Läufer; George K. Thiruvathukal; James C. Davis 001 (CoRR, 2024)

Can Large-Language Models Help us Better Understand and Teach the Development of Energy-Efficient Software? - Ryan Hasler; Konstantin Läufer; George K. Thiruvathukal; Huiyun Peng; Kyle Robinson; Kirsten Davis; Yung-Hsiang Lu; James C. Davis 001 (CoRR, 2024)

Recommending Pre-Trained Models for IoT Devices. - Parth V. Patil; Wenxin Jiang 001; Huiyun Peng; Daniel Lugo; Kelechi G. Kalu; David J. LeBlanc; Lawrence Smith; Hyeonwoo Heo; Nathanael Aou; James C. Davis 001 (CoRR, 2024)

$ZTD_{ text{JAVA}}$: Mitigating Software Supply Chain Vulnerabilities via Zero-Trust Dependencies. - Paschal C. Amusuo; Kyle A. Robinson; Tanmay Singla; Huiyun Peng; Aravind Machiry; Santiago Torres-Arias; Laurent Simon; James C. Davis 001 (ICSE, 2025)

Recommending Pre-Trained Models for IoT Devices. - Parth V. Patil; Wenxin Jiang 001; Huiyun Peng; Daniel Lugo; Kelechi G. Kalu; Josh LeBlanc; Lawrence Smith; Hyeonwoo Heo; Nathanael Aou; James C. Davis 001 (SERP4IoT, 2025)

SysLLMatic: Large Language Models are Software System Optimizers. - Huiyun Peng; Arjun Gupte; Ryan Hasler; Nicholas John Eliopoulos; Chien Chou Ho; Rishi Mantri; Leo Deng; Konstantin Läufer; George K. Thiruvathukal; James C. Davis 001 (CoRR, 2025)