工作经历
电子科技大学基础与前沿研究院 - 副研究员 (2022.11-至今)
电子科技大学基础与前沿研究院 - 博士后 (2020.09-2022.11)
江苏师范大学药用植物生物技术重点实验室 -讲师 (2018.07-2020.07)
科研奖励
- 2022年 中国发明协会创新创业一等奖
- 2018年 中国科学院大学优秀毕业生
- 2017年 中国科学院大学国家奖学金(博士)
主持项目
- 国家自然科学基金委员会-面上项目 -面向宏基因组数据的分类、分箱以及基因组间交流的方法研究-主持
- 国家自然科学基金委员会-青年科学基金项目(C类)[原青年科学基金项目] - 基于机器学习方法的土传真菌病害预测研究-主持
- 中国博士后科学基金-站中特别资助
- 中国博士后科学基金-面上项目(一等)
- 四川省天府峨眉计划
学术兼职
- 2025-2027年 青年编委-《Current Bioinformatics》
- 2024-2025年 青年编委-《Interdisciplinary Sciences-Computational Life Sciences》
- 2023年Methods客座编辑-Special issue-"Deep learning methods for bioinformatics and biomedicine researches"
- 2022年组织Frontiers in Genetics Research Topics-“Machine learning for Biological Sequence Analysis”
会议报告
- 2024年 第七届图像计算与数字医学国际研讨会(ISICDM)会议报告
研究成果
- Pinglu Zhang, Yanming Wei, Qinzhong Tian, Quan Zou and Yansu Wang*,Fast sequence alignment for centromere with RaMA,Genome Research, 2025,https://doi.org/10.1101/gr.279763.124.(中科院一区TOP)
- Yixiao Zhai, Tong Zhou, Yanming Wei, Quan Zou* and Yansu Wang*,ReAlign-N: an integrated realignment approach for multiple nucleic acid sequence alignment, combining global and local realignments,NAR Genomics and Bioinformatics, 2024,6,lqae170,10.1093/nargab/lqae170
- Limuxuan He, Quan Zou, Qi Dai, Shuang Cheng, Yansu Wang*, Adversarial regularized autoencoder graph neural network for microbe-disease associations prediction, Briefings in Bioinformatics,2024,25(6),bbae584,10.1093/bib/bbae584(中科院二区)
- Yaojia Chen, Jiacheng Wang, Quan Zou, Mengting Niu, Yijie Ding, Jiangning Song* and Yansu Wang*. DrugDAGT: a dual-attention graph transformer with contrastive learning improves drug-drug interaction prediction. BMC Biology,2024,22(1):23310.1186/s12915-024-02030-9.(中科院一区TOP)
- Yansu Wang,Quan Zou. Deep learning meta-analysis for predicting plant soil-borne fungal disease occurrence from soil microbiome data. Applied Soil Ecology,10.1016/j.apsoil.2024.105532(二区TOP).
- Yansu Wang,Quan Zou.Deciphering Microbial Adaptation in the Rhizosphere: Insights into Niche Preference, Functional Profiles, and Cross-Kingdom Co-occurrences. Microbial Ecology, 2024.10.1007/s00248-024-02390-3 (Q2).
- Lei Xian, Yansu Wang*. Advances in Computational Methods for Protein–Protein Interaction Prediction.Electronics, 2024, 13(6): 1059.
- Qinzhong Tian, Pinglu Zhang, Yixiao Zhai, Yansu Wang*, Quan Zou*, Application and Comparison of Machine Learning and Database-Based Methods in Taxonomic Classification of High-Throughput Sequencing Data. Genome Biology and Evolution,2024,evae102,10.1093/gbe/evae102.
- Yansu Wang, Lei Xu, Quan Zou.Deep learning methods for bioinformatics and biomedicine.Methods. 2023.216. DOI:10.1016/j.ymeth.2023.06.003.
- Yansu Wang, Ximei Luo, Quan Zou.Effector-GAN: prediction of fungal effector proteins based on pretrained deep representation learning methods and generative adversarial networks .Bioinformatics.2022,10.1093/bioinformatics/btac374.
- Yansu Wang, Jie Wu, Jiacheng Yan, Ming Guo, et al. Comparative genome analysis of plant ascomycete fungal pathogens with different lifestyles reveals distinctive virulence strategies.BMC genomics. 2022,23:34,10.1186/s12864-021-08165-1. (二区TOP).
- Yansu Wang, Lei Xu, Quan Zou, Chen Lin. prPred-DRLF: plant R protein predictor using deep representation learning features. Proteomics. 2021. DOI: 10.1002/pmic.202100161.
- Yansu Wang, Murong Zhou, Quan Zou, Lei Xu. Machine learning for phytopathology: from the molecular scale towards the network scale. Briefings in Bioinformatics. 2021. DOI: 10.1093/bib/bbab037 (JCR一区/中科院一区).
- Yansu Wang, Pingping Wang, Yingjie Guo, et al. prPred: a predictor to identify plant resistance proteins by incorporating k-spaced amino acid (group) pairs. Frontiers in Bioengineering and Biotechnology. 2021,8:1593.
- Yansu Wang, Chaonan Li, Bo Tu, Yongping Kou, Xiangzhen Li. Species pool and local ecological assembly processes shape the β-diversity of diazotrophs in grassland soils. Soil Biology and Biochemistry.2021,108338(JCR一区/中科院一区).
- Yansu Wang, Yongping Kou, Chaonan Li, et al. Contrasting responses of diazotrophic specialists, opportunists, and generalists to steppe types in Inner Mongolia.CATENA.2019,182: 104-168 (JCR一区/中科院一区).
- Yansu Wang, Chaonan Li, Zehao Shen, et al. Community assemblage of free-living diazotrophs along the elevational gradient of Mount Gongga. Soil Ecology Letters.2019,1(3):136-146.
- Yansu Wang, Chaonan Li, Yongping Kou, et al. Soil pH is a major driver of soil diazotrophic community assembly in Qinghai-Tibet alpine meadows. Soil Biology and Biochemistry.2017,115:547-555 (JCR一区/中科院一区).
- Yansu Wang, Huan Li, Jiabao Li, Xiangzhen Li. The diversity and co-occurrence patterns of diazotrophs in the steppes of Inner Mongolia. CATENA.2017,157:130-138 (JCR一区/中科院一区).
- Yansu Wang, Wei Shi, Linting Huang, et al. The effect of lactic acid bacterial starter culture and chemical additives on wilted rice straw silage. Animal Science Journal.2016,87(4):525-535.
- Yansu Wang,Tianhang Wu, Yao Yang, et al. Binding and detoxification of chlorpyrifos by lactic acid bacteria on rice straw silage fermentation. Journal of Environmental Science and Health,Part B.2016,51(5):316-325.
- 王彦苏, 周佳宇, 谢星光, 等. 隐蔽型真菌毒素的形成及降解方法的研究进展. 食品科学, 2014, 3: 26.