【项目】
[1]宝马集团中国学院英才发展计划项目，Datapowerforrapid&preciseproblem analysisatpowertrainassembly，2019.9-2023.9，主持
[2]国家自然基金-面上项目，面向阿尔茨海默症功能脑网络分析的可信性图深度学习模型研究，2021.01-2024.12，参与
[3]国家自然基金-面上项目，面向感知大数据的不确定查询处理与优化技术，2015.01-2018.12，参与
[4]国家重点研发计划，基于动态异构图语义分析的知识图谱存储和检索关键技术研究 2020.10 -2023.09，参与
【论文】
[1]Kai Zhang,ZhaoyangMao, Peng Cao, Wei Liang,JinzhuYang, Weiping Li, Osmar R.Zaiane, “Label correlation guided borderline oversampling for imbalanced multi-label data learning”, Knowledge-Based Systems, 2023. (IF 8.8,中科院一区，TOP)
[2]Kai Zhang, Wei Liang, Peng Cao,JinzhuYang, Weiping Li, Osmar R.Zaiane,“Label Correlation guided Discriminative Label Feature Learning for Multi-label Chest Image Classification”, Computer Methods and Programs in Biomedicine, 2024. (IF 6.1,中科院二区，TOP)
[3]Kai Zhang, Wei Liang, Peng Cao,JinzhuYang, Weiping Li, Osmar R.Zaiane, “Label Correlation guided Feature Selection for Multi-label Learning”, International Conference Advanced Data Mining and Applications,2023.(CCF C类会议, EI）
[4]张凯,梁伟,曹鹏,杨金柱,“标签关联性指导的半监督多标签医疗图像分类模型”,小型微型计算机系统, 2024. (CCF计算领域高质量科技期刊T2类中文核心期刊)
[5]Wei Liang,Kai Zhang,Peng Cao, Xiaoli Liu,JinzhuYang, Osmar R.Zaiane,“ModelingAlzheimers’Disease Progression from Multi-task and Self-supervised Learning Perspective with Brain Networks”, International Conference on Medical Image Computing and Computer AssistedIntervention(MICCAI), 2023. (CCF B类会议,医学顶会)
[6]Peng Cao, Wei Liang,Kai Zhang, Shanshan Tang,JinzhuYang,“Joint feature and task aware multi-task feature learning for Alzheimer’s disease diagnosis”, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. (CCF B类会议，EI）
[7]Wei Liang,Kai Zhang, Peng Cao, Xiaoli Liu,JinzhuYang, Osmar R.Zaiane,“csl-MTFL: Multi-task feature learning with joint correlation structure learning for Alzheimer’s disease cognitive performance prediction”, International Conference Advanced Data Mining andApplications(ADMA), 2023. (CCF C类会议，EI)
【专利】
[1]张凯；贾卓；邱立鹏；王璐，用于螺栓拧紧数据的异常检测的方法和系统与流程，CN202110107133.9
[2]张凯；贾卓；李建珍；王璐；杨天航，基于深度学习的发动机装配缺陷检测方法与系统，CN202310436697.6
[3]王璐；张凯，样本集生成方法、分类模型训练方法及数据分类方法，CN202310537850.4
[4]王璐；邱立鹏； 张凯，清洗拧紧曲线的方法、装置、可读存储介质及系统，申请号：CN202210123299.4
团队：无锡学院车联网协同决策控制实验室
