A hybrid FEM-PINN method for time-dependent partial differential equations. - Xiaodong Feng; Haojiong Shangguan; Tao Tang; Xiaoliang Wan; Tao Zhou (CoRR, 2024)

MEL: Efficient Multi-Task Evolutionary Learning for High-Dimensional Feature Selection. - Xubin Wang; Haojiong Shangguan; Fengyi Huang; Shangrui Wu; Weijia Jia 001 (IEEE Trans. Knowl. Data Eng., 2024)

Integral regularization PINNs for evolution equations. - Xiaodong Feng; Haojiong Shangguan; Tao Tang; Xiaoliang Wan (CoRR, 2025)