天津工业大学-徐夏团队用户1100
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🔥课题组研究生招生中！聚焦图像处理、深度学习、人工智能前沿方向，平台优质 + 经费充足 + 导师负责 + 氛围融洽！全程精细化科研指导，全力支持读博深造、进入航天院所、互联网企业。诚邀有热情、肯踏实、愿成长的同学加盟！
🎂 单位：计算机科学与技术学院 | 📌办公室：大软教学C605
👤 简介 | About Me
CCF YOCSEF天津学术秘书，入选“天工杰青”支持计划。研究方向包括遥感图像处理、深度学习、人工智能等，近五年在国际知名遥感图像处理期刊（IEEE TIP、IEEE TGRS、ISPRS JPRS等）发表第一作者和通讯作者SCI论文20余篇，其中中科院一区10余篇。主持国家自然科学基金青年项目1项、天津市自然科学基金青年项目1项、中国博士后科学基金面上项目1项、横向项目2项。参与国家重点研发计划等多项国家级项目。
🎓 招生信息 | Join My Research Group
招收对以下研究方向有兴趣的学生：
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遥感图像处理（Remote Sensing）
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时间序列预测（Time Series Forecasting）
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人工智能与数字孪生的交叉研究
招收硕士生与博士生，本人长期进行纵向科学问题研究，同时也提供横向实战项目开发训练！
主张学生意愿第一，愿意为你的未来提供力所能及的支持！
也欢迎本科所有年级同学与我邮件/飞书/微信联系，进行科研实习、学科竞赛、大创等！
如有缘并肩作战，希望你：积极主动、善于思考，斗志昂扬！
欢迎各位同学以各种方式联系加入我们的课题组！
🎓 教育/工作经历 | Education/Work
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2024.06至今，天津工业大学，计算机科学与技术学院，教授
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2019.10-2024.05，南开大学，计算机学院，师资博士后
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2015.09-2019.01，北京航空航天大学，宇航学院，博士
📢 最新动态 | News
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（2025.12）1篇论文被TMM录用。
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（2025.12）1篇论文被PR录用。
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（2025.06）1篇论文被TIP录用。
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（2024.10）1篇论文被PR录用。
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（2024.05）1篇论文被TGRS录用。
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（2024.01）1篇论文被TGRS录用。
📚 代表性论文 | Publications
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Ruiying Li, Bin Pan, Qiaoying Qu, Xia Xu, Zhenwei Shi, A copula-guided temporal dependency method for multitemporal hyperspectral images unmixing, Pattern Recognition, Volume 174, 2026.
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Hang Li, Qiankun Dong, Xueshuo Xie, Xia Xu*, Tao Li and Zhenwei Shi, Transformer for Multitemporal Hyperspectral Image Unmixing, IEEE Transactions on Image Processing, vol. 34, pp. 3790-3804, 2025.
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Jun-Zheng Chu, Bin Pan, Xia Xu, Tian-Yang Shi, Zhen-Wei Shi, Tao Li, Joint Variational Inference Network for domain generalization, Pattern Recognition, Volume 154, 2024.
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Yuyou Gao, Bin Pan, Xia Xu, Xinyu Song and Zhenwei Shi, A Reversible Generative Network for Hyperspectral Unmixing With Spectral Variability, IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024.
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Jiajun Xie, Bin Pan, Xia Xu and Zhenwei Shi, MiSSNet: Memory-Inspired Semantic Segmentation Augmentation Network for Class-Incremental Learning in Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-13, 2024.
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Yinghao Tan, Junfeng Wu, Yihang Liu, Shiyu Shen, Xia Xu* and Bin Pan. A Lightweight Transformer-Based Spatiotemporal Analysis Prediction Algorithm for High-Dimensional Meteorological Data. Remote Sensing, 16, 4545, 2024.
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Qiaoying Qu, Bin Pan, Xia Xu*, Tao Li and Zhenwei Shi. Unmixing Guided Unsupervised Network for RGB Spectral Super-Resolution. IEEE Transactions on Image Processing, vol. 32, pp. 4856-4867, 2023.
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Yuexin Duan(#), Xia Xu(#), Bin Pan, Tao Li and Zhenwei Shi. UnDAT: Double Aware Transformer for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing, vol. 61, no. 5522012, 2023.
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Sumin Wang, Yuyou Gao, Yongdao Zhou, Bin Pan, Xia Xu*, Tao Li. Reducing the statistical error of generative adversarial networks using space-filling sampling. Stat 13 (1), e655, 2023.
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Xia Xu, Xinyu Song, Tao Li, Zhenwei Shi and Bin Pan. Deep Autoencoder for Hyperspectral Unmixing via Global-Local Smoothing. IEEE Transactions on Geoscience and Remote Sensing, vol. 60, no. 5524216, 2022.
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Bin Pan, Qiaoying Qu, Xia Xu*, Zhenwei Shi, Structure-Color Preserving Network for Hyperspectral Image Super Resolution, IEEE Transactions on Geoscience and Remote Sensing, vol. 60, no. 5520512, 2022.
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Xia Xu, Bin Pan, Zongqing Chen, Zhenwei Shi, Tao Li. Simultaneously Multiobjective Sparse Unmixing and Library Pruning for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing, 59(4): 3383-3395, 2021.
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Lukui Shi, Nanying Liang, Xia Xu*, Tao Li*, Zhou Zhang. SA-JSTN: Self-Attention Joint Spatiotemporal Network for Temperature Forecasting. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 9475-9485, 2021.
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Lukui Shi, Zhenjie Tang, Tiantian Wang, Xia Xu*, Jing Liu and Jun Zhang. Aircraft Detection in Remote Sensing Images Based on Deconvolution and Position Attention. International Journal of Remote Sensing, 42(11): 4241-4260, 2021.
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Jun Zhang, Changming Xie, Xia Xu*, Zhenwei Shi, Bin Pan. A Contextual Bidirectional Enhancement Method for Remote Sensing Image Object Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 4518-4531, 2020.
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Bin Pan, Xia Xu*, Zhenwei Shi, Ning Zhang, Huanlin Luo, Xianchao Lan. DSSNet: A Simple Dilated Semantic Segmentation Network for Hyperspectral Imagery Classification. IEEE Geoscience and Remote Sensing Letters, 17(11): 1968 – 1972, 2020.
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Enhai Liu, Xintong Zhang, Xia Xu*, Shiyan Fan. Slice-Feature Based Deep Hashing Algorithm for Remote Sensing Image Retrieval. Infrared Physics and Technology, vol. 107, 103299, 2020.
🧾 专利 | Patents