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）
研究领域
- 生物信息学
- 微生物组学
科研奖励
- 2025CCF 科技成果奖 自然科学三等奖
- 2022中国发明协会创新创业一等奖
- 2018中国科学院大学优秀毕业生
- 2017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 — 重点项目：单细胞数据驱动的细菌-噬菌体互作智能分析及疾病防治应用
- 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
- 国家自然科学基金委员会 — 青年科学基金项目（C类）：基于机器学习方法的土传真菌病害预测研究
- 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
- 2026-2028青年编委 — Biomedical Informatics
- 2025-2027青年编委 — Current Bioinformatics
- 2024-2025青年编委 — Interdisciplinary Sciences: Computational Life Sciences
- 2023Methods 客座编辑 — Special Issue: "Deep learning methods for bioinformatics and biomedicine researches"
- 2022组织 Frontiers in Genetics Research Topics — "Machine learning for Biological Sequence Analysis"
会议报告
- 2025中国生物医学工程学会生物医学传感技术分会报告
- 2024第七届图像计算与数字医学国际研讨会（ISICDM）会议报告
代表性成果
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2026Yansu Wang, Qiang Lin, Zhongzheng Xiang, Ren Qi, Mengting Niu, Ximei Luo, Lei Liu*, Quan Zou*, Lei Xu*. Intracellular bacteria modulate the immune microenvironment of oral squamous cell carcinoma. Cell Reports. 2026, 45(3), 10.1016/j.celrep.2026.117019
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2025Pinglu 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
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2022Yansu 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
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2021Yansu Wang, Chaonan Li, Bo Tu, Yongping Kou, Xiangzhen Li. Species pool and local ecological assembly processes shape the beta-diversity of diazotrophs in grassland soils. Soil Biology and Biochemistry. 2021, 108338（IF=10.3）
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2017Yansu 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（IF=10.3）
其他研究成果
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2026Lei Xian, Quan Zou, Ren Qi, Mengting Niu*, Yansu Wang*.MuFGPS: enhancing liquid–liquid phase separation protein prediction through multi-level features and ensemble learning Briefings in Bioinformatics.2026，27(3): bbag235. https://doi.org/10.1093/bib/bbag235
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2026Xiran Chen,Quan Zou,Qinyu Cai,Xiaofeng Chen, Weikai Li*, Yansu Wang*. Partial domain adaptation enables cross domain cell type annotation between scRNA-seq and snRNA-seq. PLOS Computational Biology.2026，22(5): e1014223. https://doi.org/10.1371/journal.pcbi.1014223
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2026Mengli Li, Chao Cao, Quan Zou, Leyi Wei, Yansu Wang*. MHAFR-DDI: a multimodal hierarchical attention fusion and relation-aware architecture for drug-drug interaction event prediction. Briefings in Bioinformatics. 2026, 27(1), bbag077
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2026Antony Stalin*, Christudas Sunil, Abd El-Latif Hesham, Savarimuthu Ignacimuthu, Quan Zou and Yansu Wang*. Editorial: Natural medicines for metabolic diseases-computational and pharmacological approaches, Volume II. Front. Pharmacol. 2026, (17)1799670
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2025Binyun Yang, Quan Zou, and Yansu Wang*. UPDMIA: Unified Processing of Diverse Medical Imaging Data via a Multi-Channel EfficientNet Architecture. 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2025
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2025Limuxuan He, Huan Li, Ren Qi, Quan Zou, Yansu Wang*. MCT-ARG: Identification and classification of antibiotic resistance genes based on a multi-channel Transformer model. Science of the Total Environment. 2025, 10.1016/j.scitotenv.2025.180848
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2025Yao Zou, Quan Zou, Yansu Wang*, Chongxuan Han*. Metagenomics reveals seasonal changes of intestinal microbes in Eospalax rothschildi. BMC Microbiology. 2025, (25)693
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2025Chunyan Ao, Mengting Niu, Quan Zou, Liang Yu*, Yansu Wang*. YModPred: an interpretable prediction method for multi-type RNA modification sites in S. cerevisiae based on deep learning. BMC Biology. 2025, 23:272
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2025Limuxuan He, Quan Zou, Yansu Wang*. metaTP: a meta-transcriptome data analysis pipeline with integrated automated workflows. BMC Bioinformatics. 2025, (26)111
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2025Chao Cao, Mengli Li, Chunyu Wang, Lei Xu, Quan Zou, Yansu Wang*, Wu Han*. DGCLCMI: a deep graph collaboration learning method to predict circRNA-miRNA interactions. BMC Biology. 2025, 23(104)
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2024Yixiao 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
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2024Limuxuan 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
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2024Yaojia 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):233
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2024Yansu Wang, Quan Zou. Deep learning meta-analysis for predicting plant soil-borne fungal disease occurrence from soil microbiome data. Applied Soil Ecology. 2024, 10.1016/j.apsoil.2024.105532
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2024Yansu 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
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2024Lei Xian, Yansu Wang*. Advances in Computational Methods for Protein-Protein Interaction Prediction. Electronics. 2024, 13(6):1059
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2024Qinzhong 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
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2023Yansu Wang, Lei Xu, Quan Zou. Deep learning methods for bioinformatics and biomedicine. Methods. 2023, 216, 10.1016/j.ymeth.2023.06.003
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2022Yansu 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
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2021Yansu Wang, Lei Xu, Quan Zou, Chen Lin. prPred-DRLF: plant R protein predictor using deep representation learning features. Proteomics. 2021, 10.1002/pmic.202100161
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2021Yansu Wang, Murong Zhou, Quan Zou, Lei Xu. Machine learning for phytopathology: from the molecular scale towards the network scale. Briefings in Bioinformatics. 2021, 10.1093/bib/bbab037
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2021Yansu 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
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2019Yansu 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
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2019Yansu 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
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2017Yansu 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
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2016Yansu 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
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2016Yansu 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
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2014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