王爽，副教授，研究生导师。山东省高等学校青创团队带头人、入选山东省科协青年托举工程。于中国海洋大学先后获得计算机科学与技术工学学士和工学博士学位。在BIB、ESWA等国际知名期刊发表学术论文40余篇，授权国家发明专利8件；主持国家自然科学基金面上（青年）基金、国家重点研发计划子课题、山东省自然科学基金面上（青年）基金等科研任务。指导国家级大学生创新创业项目1项，省级大学生创新创业项目1项。
通讯地址：山东省青岛市黄岛区长江西路66号工科E座1110室

人工智能、多模态大模型、生物信息、油气管网

担任中国计算机学会生物信息学会执行委员，山东省生物信息学会理事，中国计算机学会YOCSEF青岛委员。担任Information Fusion, Knowledge based Systems, Briefings in Bioinformatics等期刊审稿人。

本科生课程：《数据结构》、《数据分析Python》

研究生课程：《大数据技术与应用》、《数据挖掘与石油勘探开发》

1.“靶标蛋白与分子构效协同约束的分子生成方法研究”，国家自然科学基金青年基金，2023/01-2025/12,主持

2.“油气管网安全运维的大数据分析理论、算法及应用”，国家重点研发计划，2021/12-2026/11，核心技术骨干

3. 油气管网安全运维“增量式多标签小样本学习”国家重点研发计划子课题，2021/12-2026/11,主持

4.“多特征融合的分子表征与活性预测研究”，山东省自然科学基金面上基金，2025/10-2028/09，主持

5.“基于多尺度图卷积的候选药物筛选技术研究”，山东省自然科学基金青年基金，2022/01-2024/12,主持
6.“基于分子超图的分子生成方法研究”，中央高校自主创新科研计划项目，2021/01-2023/12，主持

出版书籍：宋弢、曾湘祥、王爽、王建民，智能药物研发，清华大学出版社， 京东购买链接

[1]. Dingming Liang, Runfu Yu, Xiaofeng Wang, Kaiyu Dong, Yunjing Zhang, Huicong Liang, Ximing Xu, Tao Song, andShuang Wang*. MTMP: Multimodal targeted molecule generation model with protein features. Expert Systems with Applications (2025): 129845.【中科院一区Top，影响因子7.5】

[2]. Yaoxiang Zhang, Junteng Ma, Ze Zhang, Zhaoyang Dong, andShuang Wang*. MSIDiff: Multi-Stage Interaction-Aware Diffusion Model for Protein-Specific 3D Molecule Generation. Expert Systems with Applications (2025): 129820.【中科院一区Top，影响因子7.5】

[3].Shuang Wang, Tianle Ma, Kaiyu Dong, Peifu Han, Xue Li, Junteng Ma, Mao Li, and Tao Song*. MVSO-PPIS: a structured objective learning model for protein–protein interaction sites prediction via multi-view graph information integration. Bioinformatics 41, no. 9 (2025): btaf470.【CCF推荐B类期刊，影响因子5.4】

[4].Shuang Wang, Yunjing Zhang, Dingming Liang, Kaiyu Dong, and Tao Song*. TarMGDif: Target-specific Molecular Graphs Generation Based on Diffusion Model. IEEE Journal of Biomedical and Health Informatics (2025).【中科院小类一区Top，影响因子6.8】

[5].Shuang Wang, Dingming Liang, Jianmin Wang, Kaiyu Dong, Yunjing Zhang, Huicong Liang, Ximing Xu, and Tao Song*. FraHMT: a fragment-oriented heterogeneous graph molecular generation model for target proteins. Journal of Chemical Information and Modeling 64, no. 9 (2024): 3718-3732.【中科院二区Top，影响因子5.3】

[6].Shuang Wang, Kaiyu Dong, Dingming Liang, Yunjing Zhang, Xue Li, and Tao Song*. MIPPIS: protein–protein interaction site prediction network with multi-information fusion. BMC bioinformatics 25.1 (2024): 345.【SCI Q1，影响因子3.3】

[7]. ShanChen Pang, WenShang Zhao, ShuDong Wang, Lin Zhang, andShuang Wang*. Permute-MAML: exploring industrial surface defect detection algorithms for few-shot learning. Complex & Intelligent Systems (2023): 1-10.【中科院二区，影响因子4.6】

[8]. ShanChen Pang, Lin Zhang, Yundong Yuan, WenShang Zhao, ShuDong Wang, Lin Zhang, andShuang Wang*. Adaptive-MAML: Few-Shot Metal Surface Defects Diagnosis Based on Model-Agnostic Meta-Learning. Measurement (2023) .【中科院二区Top，影响因子5.6】

[9].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.【CCF推荐B类期刊，影响因子13.994】

[10].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.【中科院二区，影响因子6.162】

[11]. 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.【中科院二区Top，影响因子4.547】

[12]. 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 Q1，影响因子4.772】

[13].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.【中科院二区，影响因子6.064】

[14].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.【中科院二区，影响因子7.027】

指导研究生20名