人工智能、大数据处理、生物信息、智能药物设计、小样本学习

《数据结构与算法》《数据分析Python》《大数据技术与应用》《人工智能导论》

1.国家自然科学基金青年基金，2023/01-2025/12,主持

2.国家重点研发计划子课题，2021/12-2026/11,主持

3.山东省自然科学基金青年基金，2022/01-2024/12,主持

4.中央高校自主创新科研计划项目，2021/01-2023/12，主持

5.国家重点研发计划，2021/12-2026/11,参与

6.国家自然科学基金，2018/01-2020.12，参与

7.国家自然科学基金，2017/01-2019/12，参与

8.山东省重大科技创新工程专项，2018/07-2020/12，参与

【1】     ShanChen Pang, WenShang Zhao, ShuDong Wang, Lin Zhang, and Shuang Wang*. Permute-MAML: exploring industrial surface defect detection algorithms for few-shot learning. Complex & Intelligent Systems (2023): 1-10.（SCI二区）

【2】     ShanChen Pang, Lin Zhang, Yundong Yuan, WenShang Zhao, ShuDong Wang, Lin Zhang, and Shuang Wang*. Adaptive-MAML: Few-Shot Metal Surface Defects Diagnosis Based on Model-Agnostic Meta-Learning. Measurement (2023) Accepted.（SCI二区）

【3】     Shuang Wang, Tao Song, Shugang Zhang, Mingjian Jiang, Zhiqiang Wei, and Zhen Li*. Molecular substructure tree generative model for de novo drug design. Briefings in bioinformatics 23, no. 2 (2022): bbab592. （SCI二区）

【4】     Shuang Wang, Wenqi Chen, Peifu Han, Xue Li, and Tao Song*. RGN: Residue-Based Graph Attention and Convolutional Network for Protein–Protein Interaction Site Prediction. Journal of Chemical Information and Modeling 62, no. 23 (2022): 5961-5974. （SCI二区）

【5】     Wenqi Chen, Shuang Wang*, Tao Song, Xue Li, Peifu Han, and Changnan Gao. DCSE: Double-Channel-Siamese-Ensemble model for protein protein interaction prediction. BMC genomics 23, no. 1 (2022): 1-14. （SCI二区）

【6】     Tao Song*, Huanhuan Dai, Shuang Wang*, Gan Wang, Xudong Zhang, Ying Zhang, and Linfang Jiao. TransCluster: A Cell-Type Identification Method for single-cell RNA-Seq data using deep learning based on transformer. Frontiers in Genetics 13 (2022): 1038919（SCI三区）

【7】     Shuang Wang, Mingjian Jiang, Shugang Zhang, Xiaofeng Wang, Qing Yuan, Zhiqiang Wei, and Zhen Li*. MCN-CPI: multiscale convolutional network for compound–protein interaction prediction. Biomolecules 11, no. 8 (2021): 1119. （SCI二区）

【8】     Shuang Wang, Shugang Zhang, Zhen Li, Lei Huang, and Zhiqiang Wei*. Automatic digital ECG signal extraction and normal QRS recognition from real scene ECG images. Computer methods and programs in biomedicine 187 (2020): 105254. （SCI二区）

【9】     Shuang Wang, Zhen Li, Shugang Zhang, Mingjian Jiang, Xiaofeng Wang, and Zhiqiang Wei. Molecular property prediction based on a multichannel substructure graph. IEEE Access 8 (2020): 18601-18614. （SCI二区）

指导研究生7名