Generating Better Responses from User Feedback via Reinforcement Learning and Commonsense Inference. - Mingxiu Cai; Daling Wang; Shi Feng 001; Yifei Zhang 003 (NLPCC (3), 2023)

Structure preserving projections learning via low-rank embedding for image classification. - Mingxiu Cai; Minghua Wan; Guowei Yang 002; Zhangjing Yang; Hao Zheng; Hai Tan; Mingwei Tang (Inf. Sci., 2023)

Robust latent nonnegative matrix factorization with automatic sparse reconstruction for unsupervised feature extraction. - Minghua Wan; Mingxiu Cai; Zhangjing Yang; Hai Tan; Guowei Yang 002; Mingwei Tang (Inf. Sci., 2023)

EmpCRL: Controllable Empathetic Response Generation via In-Context Commonsense Reasoning and Reinforcement Learning. - Mingxiu Cai; Daling Wang; Shi Feng 001; Yifei Zhang 003 (LREC/COLING, 2024)

PECER: Empathetic Response Generation Via Dynamic Personality Extraction and Contextual Emotional Reasoning. - Mingxiu Cai; Daling Wang; Shi Feng 001; Yifei Zhang 003 (ICASSP, 2024)

CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering. - Zhe Zhang; Mingxiu Cai; Hanxiao Wang; Gaochang Wu; Tianyou Chai; Xiatian Zhu (CoRR, 2025)