
研究方向:
机器学习,多视图学习,医学图像处理,生物信息学
联系邮箱:haiyue_wang1223@163.com
教育背景:
毕业于西安电子科技大学,获得博士学位
科研项目:
1.国家自然科学基金青年项目:基于多视图对比学习的癌症关键驱动因子识别研究,30万,起止时间2026-2028。
2.山东省自然科学基金青年项目:融合单细胞时空多组学数据的癌症模式挖掘算法研究,13万,起止时间:2025-2028
论文发表:
1. Wang Haiyue, Zhang Wensheng, Wang Quan, Ma Xiaoke. Adaptive structural-guided multi-level representation learning with graph contrastive for incomplete multi-view clustering[J]. Information Fusion, 2025, 119: 103035.
2. Wang Haiyue, Liu Zaiyi, Ma Xiaoke. Learning consistency and specificity of cells from single-cell multi-omic data[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(5): 3134-3145.
3. Wang Haiyue, Zhang Wensheng, Ma Xiaoke. Contrastive and adversarial regularized multi-level representation learning for incomplete multi-view clustering[J]. Neural Networks, 2024, 172: 106102.
4. Wang Haiyue, Wang Quan, Miao Qiguang, Ma Xiaoke. Joint learning of data recovering and graph contrastive denoising for incomplete multi-view clustering[J]. Information Fusion, 2024, 104: 102155.
5. Wang Haiyue, Gao Peng, Feng Shaoqing, Ma Xiaoke . Denoising spatially resolved transcriptomics with consistency of heterogeneous spatial coordinates, transcription, and morphology[J]. Briefings in Bioinformatics, 2025, 26(5): bbaf528.