Redundant loads: a software inefficiency indicator. - Pengfei Su 001; Shasha Wen; Hailong Yang 002; Milind Chabbi; Xu Liu 001 (ICSE, 2019)

Lightweight hardware transactional memory profiling. - Qingsen Wang; Pengfei Su 001; Milind Chabbi; Xu Liu 001 (PPoPP, 2019)

Pinpointing performance inefficiencies via lightweight variance profiling. - Pengfei Su 001; Shuyin Jiao; Milind Chabbi; Xu Liu 001 (SC, 2019)

Pinpointing performance inefficiencies in Java. - Pengfei Su 001; Qingsen Wang; Milind Chabbi; Xu Liu 001 (ESEC/SIGSOFT FSE, 2019)

OJXPERF: Featherlight Object Replica Detection for Java Programs. - Bolun Li; Hao Xu 048; Qidong Zhao; Pengfei Su 001; Milind Chabbi; Shuyin Jiao; Xu Liu 001 (ICSE, 2022)

DrGPUM: Guiding Memory Optimization for GPU-Accelerated Applications. - Mao Lin; Keren Zhou 001; Pengfei Su 001 (ASPLOS (3), 2023)

DJXPerf: Identifying Memory Inefficiencies via Object-Centric Profiling for Java. - Bolun Li; Pengfei Su 001; Milind Chabbi; Shuyin Jiao; Xu Liu 001 (CGO, 2023)

Designing Secure Performance Metrics for Last Level Cache. - Probir Roy; Birhanu Eshete; Pengfei Su 001 (IPDPS Workshops, 2023)

MicroProf: Code-level Attribution of Unnecessary Data Transfer in Microservice Applications. - Syed Salauddin Mohammad Tariq; Lance Menard; Pengfei Su 001; Probir Roy (ACM Trans. Archit. Code Optim., 2023)

Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel Performance Predictor. - Zhen Xie; Murali Emani; Xiaodong Yu 001; Dingwen Tao; Xin He; Pengfei Su 001; Keren Zhou 001; Venkatram Vishwanath (USENIX ATC, 2024)