An Innovative CGL-MHA Model for Sarcasm Sentiment Recognition Using the MindSpore Framework. - Zhenkai Qin; Qining Luo; Xunyi Nong (CoRR, 2024)

Detecting sarcasm in user-generated content integrating transformers and gated graph neural networks. - Zhenkai Qin; Qining Luo; Zhidong Zang; Hongpeng Fu (PeerJ Comput. Sci., 2025)

MSTIM: A MindSpore-Based Model for Traffic Flow Prediction. - Weiqi Qin; Yuxin Liu; Dongze Wu; Zhenkai Qin; Qining Luo (CoRR, 2025)