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cs.SE2026
DeepGroundRepair: From API-Grounded Generation to Shape-Aware Repair for Deep Learning Programs
Xiangyue Ma, Zhen Wang, Xuhui Lu +5
Deep learning programs are fundamental to modern AI applications, and automatically generating them from natural language requirements can substantially reduce DL development effor…
cs.SE2023
Data Complexity: A New Perspective for Analyzing the Difficulty of Defect Prediction Tasks
Xiaohui Wan, Zheng Zheng, Fangyun Qin +1
Defect prediction is crucial for software quality assurance and has been extensively researched over recent decades. However, prior studies rarely focus on data complexity in defec…