Intelligent Prediction and Optimization of Extraction Process Parameters for Paper-Making Reconstituted Tobacco. - Gang Wei; Shuangshuang Wen; Huaicheng Zhang; Yichen Li; Yiming Zhan; Wei Zeng (BIC-TA, 2020)

A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC. - Wenhan Liu; Huaicheng Zhang; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (Comput. Biol. Medicine, 2023)

MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning. - Huaicheng Zhang; Wenhan Liu; Jiguang Shi; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (IEEE Trans. Instrum. Meas., 2023)

Dense lead contrast for self-supervised representation learning of multilead electrocardiograms. - Wenhan Liu; Zhoutong Li; Huaicheng Zhang; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (Inf. Sci., 2023)

CELL: Supplementing Context for Multi-modal Few-shot Cardiologist. - Huaicheng Zhang; Jiguang Shi; Yue Ge; Sheng Chang; Hao Wang 046; Qijun Huang (BIBM, 2024)

Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning. - Jiguang Shi; Wenhan Liu; Huaicheng Zhang; Zhoutong Li; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (Biomed. Signal Process. Control., 2024)

CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms. - Jiguang Shi; Wenhan Liu; Huaicheng Zhang; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (Comput. Methods Programs Biomed., 2024)

DDDG: A dual bi-directional knowledge distillation method with generative self-supervised pre-training and its hardware implementation on SoC for ECG. - Huaicheng Zhang; Wenhan Liu; Qianxi Guo; Jiguang Shi; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (Expert Syst. Appl., 2024)

An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection. - Jiguang Shi; Zhoutong Li; Wenhan Liu; Huaicheng Zhang; Deyu Luo; Yue Ge; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (Inf. Sci., 2024)

Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG. - Huaicheng Zhang; Wenhan Liu; Deyu Luo; Jiguang Shi; Qianxi Guo; Yue Ge; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (Inf. Sci., 2024)

Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast. - Wenhan Liu; Huaicheng Zhang; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (IEEE Trans. Instrum. Meas., 2024)

ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD. - Huaicheng Zhang; Wenhan Liu; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (IEEE J. Biomed. Health Informatics, 2024)

SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things. - Huaicheng Zhang; Wenhan Liu; Zhoutong Li; Jiguang Shi; Sheng Chang; Hao Wang 046; Jin He 002; Qijun Huang (IEEE Internet Things J., 2024)

JAMC: A jigsaw-based autoencoder with masked contrastive learning for cardiovascular disease diagnosis. - Yue Ge; Huaicheng Zhang; Jiguang Shi; Deyu Luo; Sheng Chang; Jin He 002; Qijun Huang; Hao Wang 046 (Knowl. Based Syst., 2025)

LeVo: High-Quality Song Generation with Multi-Preference Alignment. - Shun Lei; Yaoxun Xu; Zhiwei Lin; Huaicheng Zhang; Wei Tan 011; Hangting Chen; Jianwei Yu 001; Yixuan Zhang 005; Chenyu Yang; Haina Zhu; Shuai Wang 016; Zhiyong Wu 001; et al. (CoRR, 2025)

Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation. - Huaicheng Zhang; Wei Tan 011; Guangzheng Li; Yixuan Zhang 005; Hangting Chen; Shun Lei; Chenyu Yang; Zhiyong Wu 001; Shuai Wang 016; Qijun Huang; Dong Yu 001 (CoRR, 2025)