余国先
个人信息Personal Information
教授 博士生导师 硕士生导师
主要任职:国家级青年人才,重点研发项目首席,山东省杰青
其他任职:CCF高级会员(大数据、数据库、人工智能与模式识别,生物信息学专委会);CAAI(机器学习)
性别:男
毕业院校:华南理工大学
学历:博士研究生毕业
学位:工学博士学位
在职信息:在职
所在单位:软件学院
入职时间:2020-07-16
学科:计算机应用技术
软件工程其他专业
办公地点:山东大学软件园校区3区
联系方式:gxyu@sdu.edu.cn; guoxian85@gmail.com; www.sdu-idea.cn;
电子邮箱:gxyu@sdu.edu.cn
扫描关注
- [21] 邱思超. Meta multi-instance multi-label learning by heterogeneous network fusion. Information Fusion, 94, 272, 2023.
- [22] 苏聪. A review of causality-based fairness machine learning. Intelligence and Robotics, 2, 244, 2022.
- [23] 王星泽. Lung Cancer Subtype Diagnosis using Weakly-paired Multi-omics Data. Bioinformatics, 38, 5092, 2022.
- [24] 梁嘉旋. Directed Acyclic Graph Learning on Attributed Heterogeneous Network. IEEE Transactions on Knowledge and Data Engineering (TKDE), 0, 1, 2023.
- [25] 王峻. Cooperative driver pathways discovery by multiplex network embedding. Briefings in Bioinformatics , 0, 1, 2023.
- [26] 梁嘉旋. Gradient-based Local Causal Structure Learning. IEEE Transactions on Cybernetics, 00, 1, 2023.
- [27] 刘玄武. Weakly Supervised Cross-Modal Hashing. IEEE TRANSACTIONS ON BIG DATA, 8, 552, 2019.
- [28] 谭好江. Phenotype Prediction by Heterogeneous Molecular Network Embedding. 2022.
- [29] 王峻. 基于单细胞数据的癌症协同驱动模块识别方法. 中国科学-信息科学, 2022.
- [30] 王昕. ELSSI: parallel SNP-SNP interactions detection by ensemble multi-type detectors.. Briefings in Bioinformatics , 23, 2022.
- [31] 赵云峰. Personalized Federated Few-Shot Learning. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022.
- [32] 谭好江. Weighted deep factorizing heterogeneous molecular network for genome-phenome association prediction. METHODS, 205, 18-28, 2022.
- [33] 王峻. EpiMC: Detecting Epistatic Interactions using Multiple Clusterings. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 19, 243, 2021.
- [34] 余国先. Lung Cancer Subtype Diagnosis by Fusing Image-genomics Data and Hybrid Deep Networks. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021.
- [35] 余国先. DMIL-IsoFun: predicting isoform function using deep multi-instance learning. Bioinformatics, 37, 4818, 2021.
- [36] 余国先. Crowdsourcing with Self-paced Workers. 2021.
- [37] 余国先. Few-Shot Partial Multi-Label Learning. 2021.
- [38] 余国先. Tissue Specificity based Isoform Function Prediction. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 1, 2021.
- [39] 王峻. Cooperative driver pathway discovery via fusion of multi-relational data of genes, miRNAs and pathways. Briefings in Bioinformatics, 22, 1984, 2021.
- [40] 王昕. Maize Epistasis Detection by Multi-class Quantitative Multifactor Dimensionality Reduction. 2021.