1-D CNNs with lock-free asynchronous adaptive stochastic gradient descent algorithm for classification of astronomical spectra. - Chuandong Qin; Yu Cao 017 (Computing, 2024)

Large-scale machine learning with synchronous parallel adaptive stochastic variance reduction gradient descent for high-dimensional blindness detection on spark. - Chuandong Qin; Yiqing Zhang; Yu Cao 017 (J. Supercomput., 2025)