VDebugger: Harnessing Execution Feedback for Debugging Visual Programs. - Xueqing Wu 001; Zongyu Lin; Songyan Zhao; Te-Lin Wu; Pan Lu; Nanyun Peng 001; Kai-Wei Chang (EMNLP (Findings), 2024)

ADAS Simulation Result Dataset Processing Based on Improved BP Neural Network. - Songyan Zhao; Lingshan Chen; Yongchao Huang (Data, 2024)

Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI. - Nick Bryan-Kinns; Bingyuan Zhang; Songyan Zhao; Berker Banar (Mach. Intell. Res., 2024)

REFFLY: Melody-Constrained Lyrics Editing Model. - Songyan Zhao; Bingxuan Li; Yufei Tian; Nanyun Peng 001 (NAACL (Long Papers), 2025)