Huaicheng Zhang

18 papers Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
JAMC: A jigsaw-based autoencoder with masked contrastive learning for cardiovascular disease diagnosis.
Knowl. Based Syst.
Yue Ge, Huaicheng Zhang, Jiguang Shi, Deyu Luo, Sheng Chang, Jin He, Qijun Huang, Hao Wang
2025 J jnl
LeVo: High-Quality Song Generation with Multi-Preference Alignment.
CoRR
Shun Lei, Yaoxun Xu, Zhiwei Lin, Huaicheng Zhang, Wei Tan, Hangting Chen, Jianwei Yu, Yixuan Zhang, Chenyu Yang, Haina Zhu, Shuai Wang, Zhiyong Wu, Dong Yu
2025 J jnl
S2M2ECG: Spatio-temporal bi-directional State Space Model Enabled Multi-branch Mamba for ECG.
CoRR
Huaicheng Zhang, Ruoxin Wang, Chenlian Zhou, Jiguang Shi, Yue Ge, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2025 J jnl
SongPrep: A Preprocessing Framework and End-to-end Model for Full-song Structure Parsing and Lyrics Transcription.
CoRR
Wei Tan, Shun Lei, Huaicheng Zhang, Guangzheng Li, Yixuan Zhang, Hangting Chen, Jianwei Yu, Rongzhi Gu, Dong Yu
2025 J jnl
Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation.
CoRR
Huaicheng Zhang, Wei Tan, Guangzheng Li, Yixuan Zhang, Hangting Chen, Shun Lei, Chenyu Yang, Zhiyong Wu, Shuai Wang, Qijun Huang, Dong Yu
2024 J jnl
An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection.
Inf. Sci.
Jiguang Shi, Zhoutong Li, Wenhan Liu, Huaicheng Zhang, Deyu Luo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 — conf
CELL: Supplementing Context for Multi-modal Few-shot Cardiologist.
BIBM
Huaicheng Zhang, Jiguang Shi, Yue Ge, Sheng Chang, Hao Wang, Qijun Huang
2024 J jnl
CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms.
Comput. Methods Programs Biomed.
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
DDDG: A dual bi-directional knowledge distillation method with generative self-supervised pre-training and its hardware implementation on SoC for ECG.
Expert Syst. Appl.
Huaicheng Zhang, Wenhan Liu, Qianxi Guo, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG.
Inf. Sci.
Huaicheng Zhang, Wenhan Liu, Deyu Luo, Jiguang Shi, Qianxi Guo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast.
IEEE Trans. Instrum. Meas.
Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things.
IEEE Internet Things J.
Huaicheng Zhang, Wenhan Liu, Zhoutong Li, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD.
IEEE J. Biomed. Health Informatics
Huaicheng Zhang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning.
Biomed. Signal Process. Control.
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2023 J jnl
A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC.
Comput. Biol. Medicine
Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2023 J jnl
Dense lead contrast for self-supervised representation learning of multilead electrocardiograms.
Inf. Sci.
Wenhan Liu, Zhoutong Li, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2023 J jnl
MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning.
IEEE Trans. Instrum. Meas.
Huaicheng Zhang, Wenhan Liu, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2020 — conf
Intelligent Prediction and Optimization of Extraction Process Parameters for Paper-Making Reconstituted Tobacco.
BIC-TA
Gang Wei, Shuangshuang Wen, Huaicheng Zhang, Yichen Li, Yiming Zhan, Wei Zeng