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

What every scientific programmer should know about compiler optimizations? - Jialiang Tan; Shuyin Jiao; Milind Chabbi; Xu Liu 001 (ICS, 2020)

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)

Pinpoint: A Record, Replay, and Extract System to Support Code Comprehension and Reuse. - Wengran Wang; Gordon Fraser 001; Mahesh Bobbadi; Benyamin T. Tabarsi; Tiffany Barnes; Chris Martens 001; Shuyin Jiao; Thomas W. Price (VL/HCC, 2022)

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

DroidPerf: Profiling Memory Objects on Android Devices. - Bolun Li; Qidong Zhao; Shuyin Jiao; Xu Liu 001 (MobiCom, 2023)

Visual Studio Code in Introductory Computer Science Course: An Experience Report. - Jialiang Tan; Yu Chen 036; Shuyin Jiao (CoRR, 2023)

ThemeRec: Personalizing IDE Themes for Students. - Jialiang Tan; Yu Chen 036; Shuyin Jiao (SIGCSE (2), 2024)

Triton-Viz: Visualizing GPU Programming in AI Courses. - Tejas Ramesh; Alexander Rush; Xu Liu 001; Binqian Yin; Keren Zhou 001; Shuyin Jiao (SIGCSE (1), 2025)

Facilitating Instructors-LLM Collaboration for Problem Design in Introductory Programming Classrooms. - Muntasir Hoq; Jessica Vandenberg; Shuyin Jiao; Seung Y. Lee; Bradford W. Mott; Narges Norouzi; James C. Lester; Bita Akram (CoRR, 2025)

CUTHERMO: Understanding GPU Memory Inefficiencies with Heat Map Profiling. - Yanbo Zhao; Jinku Cui; Zecheng Li; Shuyin Jiao; Xu Liu; Jiajia Li (CoRR, 2025)