科研情况 科研项目： 西南大学，中央高校科研启动项目：面向跨领域任务的迁移学习方法研究，主持，在研 国家自然科学基金委员会，面向空时谱遥感影像变化检测的自主感知深度学习模型与方法，参与，结题 科研论文： [1] Du Y, Zhou D, Xie Y, et al. Prototype-Guided Feature Learning for Unsupervised Domain Adaptation[J]. Pattern Recognition, 2023, 135: 109154. [2] Du Y, Zhou Y, Xie Y, et al. Unsupervised domain adaptation via progressive positioning of target-class prototypes[J]. Knowledge-Based Systems, 2023, 273: 110586. [3] Du Y, Zhou D, Xie Y, et al. Federated matrix factorization for privacy-preserving recommender systems[J]. Applied Soft Computing, 2021, 111: 107700. [4] Du Y, Zhou D, Xie Y, et al. Classifier Adaptation Based on Modified Label Propagation for Unsupervised Domain Adaptation[J]. Wireless Communications and Mobile Computing, 2022, 2022. [5] Kong W, Zhou D, Du Y, et al. Hierarchical Multi-agent Reinforcement Learning for Multi-aircraft Close-range Air Combat[J]. IET Control Theory & Applications, 17,13. [6] Kong W, Zhou D, Du Y, et al. Reinforcement Learning for Multi-aircraft Autonomous Air Combat in Multi-sensor UCAV Platform[J]. IEEE Sensors Journal, 23,18. [7] Du Y, Zhou D, Shi J, et al. Dynamic-graph-based Unsupervised Domain Adaptation[C]//2021 International Joint Conference on Neural Networks (IJCNN). IEEE, 2021: 1-7.
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