Frame Interpolation Using Deep Pyramid Flow. - Shangshu Qian; Zhiling Zhou; Shuyue Lai (Geoinformatics, 2018)

Problems and Opportunities in Training Deep Learning Software Systems: An Analysis of Variance. - Hung Viet Pham; Shangshu Qian; Jiannan Wang 002; Thibaud Lutellier; Jonathan Rosenthal; Lin Tan 001; Yaoliang Yu; Nachiappan Nagappan (ASE, 2020)

Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training. - Shangshu Qian; Hung Viet Pham; Thibaud Lutellier; Zeou Hu; Jungwon Kim; Lin Tan 001; Yaoliang Yu; Jiahao Chen 001; Sameena Shah (NeurIPS, 2021)

EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries. - Jiannan Wang 002; Thibaud Lutellier; Shangshu Qian; Hung Viet Pham; Lin Tan 001 (ICSE, 2022)

Vicious Cycles in Distributed Software Systems. - Shangshu Qian; Wen Fan; Lin Tan 001; Yongle Zhang (ASE, 2023)

WAFFLE: Multi-Modal Model for Automated Front-End Development. - Shanchao Liang; Nan Jiang 012; Shangshu Qian; Lin Tan 001 (CoRR, 2024)

WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development. - Shanchao Liang; Nan Jiang 012; Shangshu Qian; Lin Tan 001 (ACL (1), 2025)