


杨静,博士,副教授,硕士生导师,太原卫星发射中心博士后,中国人工智能学会粒计算与知识发现专委会委员。2022年12月博士毕业于西北工业大学计算机科学与技术专业,同时获英国Aberystwyth大学计算机科学专业博士学位。主要研究方向为遥感图像处理、图像安全及模糊推理。
近年来,主持国家自然科学基金青年项目1项、山西省基础研究计划项目等省部级项目2项;在IEEE Transactions on Fuzzy Systems、IEEE Transactions on Cybernetics、IEEE Transactions on Systems, Man, and Cybernetics: Systems、Knowledge-based Systems和ICRA等国内外高水平期刊、会议发表学术论文20余篇;长期担任TCYB、Applied Intelligence、Fuzzy-IEEE等期刊会议审稿人;主讲课程包括本科生专业选修课《人工智能基础》、研究生专业选修课《人工智能技术及其安全应用》。欢迎计算机、软件、数学等专业背景同学报考课题组硕士研究生,课题组科研氛围浓厚、算力资源充足,将根据每位同学实际情况制定对应的培养方案,从理论研究和工程实践两方面不断提升个人能力。同时欢迎优秀本科生加入课题组开展基础科研工作。要求:学习态度端正,对遥感图像处理背景下的视觉、安全课题感兴趣,具备一定的代码能力。有意者请将个人简历及能够体现个人学术、能力水平的材料发送至邮箱。
[1] Yang Jing, Zhao Jianbin, Chen Lu*, Geng Haijun, Zhang Pei. Learning Nonconvex Tensor Representation With Generalized Reweighted Sparse Regularization for Hyperspectral Anomaly Detection, IEEE Journal of Selected Topics In Applied Earth Observations and Remote Sensing, 2025, 18: 14718-14737. (SCI 2区)
[2] Yang Jing, Zhao Jianbin, Chen Lu*, Ning Haorui, Li Ying. SATRNet: Self-Attention-Aided Deep Unfolding Tensor Representation Network for Robust Hyperspectral Anomaly Detection, Remote Sensing, 2025, 17(18): 1-32. (SCI 2区)
[3] 杨静,赵建斌,陈路*,池浩田,闫涛,陈斌. 基于动态字典学习的含噪高光谱图像空谱融合, 计算机应用,2025, 45(09): 2941-2948.
[4] Chen Lu, Wen Jiajie, Gao Yan, Yang Jing, Zhang Chao, An Shan*, Wu Peng. Edge-guided Semi-supervised 6D Pose Estimation with Cross-domain Alignment for Robotic Grasping. Expert Systems With Applications, 2026, 298: 129880. (SCI 1区,TOP期刊)
[5]Chen Lu, Niu Mingdi, Yang Jing*, Qian Yuhua, Li Zhuomao, Wang Keqi, Yan Tao and Huang Panfeng. Robotic Grasp Detection Using Structure Prior Attention and Multiscale Features. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54(11): 7039-7053, 2024. (SCI 1区, Top期刊)
[6] Liu Jingyang, Lu Zhenyu, Chen Lu*, Yang Jing and Yang Chenguang. Occlusion-aware 6D Pose Estimation with Depth-guided Graph Encoding and Cross-semantic Fusion for Robotic Grasping. 2025 International Conference on Robotics and Automation (ICRA), Atlanta, USA. (Accepted, 机器人顶会)
[7] Yang Jing, Chen Tianhua*, Chen Lu and Zhao Jianbin. Towards A Clustering Guided Rule Interpolation for ANFIS Construction. 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Yokohama, Japan, 2024.
[8] Yang Jing, Wu Chanyue, You Tengfei, Wang Dong, Li Ying*, Shang Changjing and Shen Qiang. Hierarchical Spatio-spectral Fusion for Hyperspectral Image Super Resolution via Sparse Representation and Pre-trained Deep Model. Knowledge-Based Systems, 2023. (SCI 1区, Top期刊)
[9] Yang Jing, Shang Changjing, Li Ying, Li Fangyi and Shen Qiang*. Constructing ANFIS with Sparse Data through Group-Based Rule Interpolation: An Evolutionary Approach. IEEE Transactions on Fuzzy Systems, 30(4): 893-907, 2022. (SCI 1区, Top期刊)
[10] Yang Jing, Shang Changjing, Li Ying, Li Fangyi and Shen Qiang*. ANFIS Construction With sparse Data via Group Rule Interpolation. IEEE Transactions on Cybernetics, 51(5): 2773-2786, 2021. (SCI 1区, Top期刊)
[11] Chen Tianhua, Shang Changjing, Yang Jing, Li Fangyi and Shen Qiang*. A New Approach for Transformation-based Fuzzy Rule Interpolation. IEEE Transactions on Fuzzy Systems, 28(12): 3330-3344, 2020. (SCI 1区, Top期刊)
[12] Li Fangyi, Shang Changjing, Li Ying, Yang Jing and Shen Qiang*. Interpolation with Just Two Nearest Neighbouring Weighted Fuzzy Rules. IEEE Transactions on Fuzzy Systems, 28(9), 2255-2262, 2020. (SCI 1区, Top期刊)
[13] Li Fangyi, Shang Changjing, Li Ying, Yang Jing and Shen Qiang*. Fuzzy Rule Based Interpolative Reasoning Supported by Attribute Ranking. IEEE Transactions on Fuzzy Systems, 26(5): 2758-2773, 2018. (SCI 1区, Top期刊)
[14] Yang Jing, Li Ying*, Jonathan Cheung-Wai Chan and Shen Qiang. Image Fusion for Spatial Enhancement of Hyperspectral Image via Pixel Group Based Non-Local Sparse Representation. Remote Sensing, 9(1): 53, 2017. (SCI 2区, Top期刊)
[1] 国家自然科学基金青年项目, 模糊知识引导与深度表征驱动的高光谱图像空谱融合方法研究, 2025.01-2027.12, 主持.
[2] 山西省基础研究计划项目, 基于稀疏表示与模糊推理的空谱融合高光谱图像空间分辨率增强方法研究, 2023.01-2025.12, 主持.
[3] 山西省回国留学人员科研资助项目, 基于模糊推理的高光谱图像超分辨率重建方法研究, 2023.07-2026.07, 主持.
[4] 国家自然科学基金面上项目, 面向动态光照条件的机器人抓取特征增强与优化机理研究, 2024.01-2027.12, 参与.
[5] 国家自然科学基金面上项目, 面向高光谱图像分类的轻量级3D卷积网络模型构建与优化, 2019.01-2022.12, 参与.