郭佳旭
郭佳旭，男，1995年3月生，现为计算机学院讲师、专业硕士研究生导师。
邮箱：jiaxu@sau.edu.cn
微信：jllsgjx2013
QQ：516518710
研究方向
迁移学习、反演问题的不确定性量化、科学计算、高性能计算
学习经历
2013-2017 吉林大学，通信工程，本科
2017-2024 吉林大学，计算机系统结构，硕博连读
实践经历
2018-2024 国家超级计算无锡中心，实习工程师
工作经历
2025- 沈阳航空航天大学，计算机学院，讲师
学术论文代表作
以第一作者身份发表
[1] “LB-SCAM: a learning-based method for efficient large-scale sensitivity analysis and tuning of the Single Column Atmosphere Model (SCAM),” Geosci. Model Dev., vol. 17, no. 9, pp. 3975–3992, May 2024.
[2] "Towards Cross-Regional Land Cover Mapping Using Regional Consistency and Certainty-Based Active Domain Adaptation With Limited Annotations," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[3] “C3DA: A Universal Domain Adaptation Method for Scene Classification From Remote Sensing Imagery,” IEEE Geosci. Remote Sensing Lett., vol. 21, pp. 1–5, 2024.
[4] “GEO-WMS: an improved approach to geoscientific workflow management system on HPC,” CCF Trans. HPC, vol. 5, no. 4, pp. 360–373, Dec. 2023.
[5] “A learning‐based approach to regression analysis for climate data–A case of Northeast China,” Engineering Reports, vol. 7, no. 1, p. e12797, Jan. 2025.
[6] “PT-ESM: A Parameter-Testing and Integration Framework for Earth System Models Oriented towards High-Performance Computing,” Atmosphere, vol. 15, no. 8, p. 935, Aug. 2024.
以共同作者身份发表
[1] “A Multimodal Prototype Correction and Multidimensional Knowledge Distillation Framework for Cross-Domain Few-Shot Hyperspectral Image Classification,” IEEE Trans. Geosci. Remote Sensing, vol. 63, pp. 1–18, 2025.
[2] “Redesign and Accelerate the AIREBO Bond-Order Potential on the New Sunway Supercomputer,” IEEE Trans. Parallel Distrib. Syst., vol. 34, no. 12, pp. 3117–3132, Dec. 2023.
[3] “LMFF: efficient and scalable layered materials force field on heterogeneous many-core processors,” in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis Missouri: ACM, Nov. 2021, pp. 1–14.
[4] “Modulation of the interdecadal trend of global surface air temperature by sea surface temperature over multiple ocean basins,” Environ. Res. Lett., vol. 20, no. 4, p. 044010, Apr. 2025.
[5] “Entropy-Guided Weighted Adversarial Open-Set Domain Adaptation Method for Hyperspectral Image Classification,” IEEE Geosci. Remote Sensing Lett., vol. 22, pp. 1–5, 2025.
[6] “A Cooperative Meta-Learning and Spectral Diversity Adaptation Framework for Hyperspectral Target Detection,” IEEE Geosci. Remote Sensing Lett., vol. 22, pp. 1–5, 2025.
[7] “Multilevel Feature Score Learning for Few-Shot Open-Set Recognition of Hyperspectral Images,” IEEE Geosci. Remote Sensing Lett., vol. 22, pp. 1–5, 2025.
[8] “Incremental Classification of Cross-Scene Hyperspectral Images Based on Dual Constraints and Knowledge Transfer,” IEEE Geosci. Remote Sensing Lett., vol. 22, pp. 1–5, 2025.
研究项目
· 辽宁省高校基本科研项目：面向航空遥感影像的多任务并行智能处理算法与协同优化研究，在研，主持
· 辽宁省自然科学基金项目：跨域高光谱图像分类的空谱双视角因果学习域适应方法研究，在研，参与
· 科技部国家重点研发计划：地球系统模式公共软件平台研发，结项，参与
· 科技部国家重点研发计划：国家高性能计算环境领域应用平台及服务体系研究与构建，结项，参与
· 江苏省科技计划项目：江苏省智能计算应用服务平台，在研，参与
· 吉林省产业技术研究与开发专项：人工智能协处理器软核设计，结项，参与
