Gaussian Mixture Model-Based Soft Consistency for Multi-Task Emotion Recognition. - Qiyuan Xiao; Changqin Quan; Sheng Cao; Zhiwei Luo (IEEE Access, 2025)

Scoring Edit Impact in Grammatical Error Correction via Embedded Association Graphs. - Qiyuan Xiao; Xiaoman Wang; Yunshi Lan (CoRR, 2026)