Meta-learning Based Domain Generalization Framework for Fault Diagnosis With Gradient Aligning and Semantic Matching. - Lei Ren 001; Tingyu Mo; Xuejun Cheng (IEEE Trans. Ind. Informatics, 2024)

Temporal-Frequency Attention Focusing for Time Series Extrinsic Regression via Auxiliary Task. - Lei Ren 001; Tingyu Mo; Xuejun Cheng; Xi Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer's Disease. - Tingyu Mo; Jacqueline C. K. Lam; Victor O. K. Li; Lawrence Y. L. Cheung (AAAI, 2025)

SmartCamAirDetect: A Contrastive Approach for Probabilistic Ambient Air Pollution Estimation With Limited Images for Smart City Development. - Yang Han 006; Victor O. K. Li; Jacqueline C. K. Lam; Shiguang Song; Tingyu Mo (IEEE Access, 2025)

A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction. - Lei Ren 001; Haiteng Wang; Tingyu Mo; Laurence T. Yang (IEEE Trans. Neural Networks Learn. Syst., 2025)