Yuli Sun 孙玉立

Email: sunyuli@mail.ustc.edu.cn

National University of Defense Technology | 国防科技大学
 College of Electronic Science | 电子科学学院

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Biography

I am currently a postdoctor with the College of Aerospace Science and Engineering in NUDT. My research interests cover remote sensing image processing and multitemporal image analysis. I have received several funds, such as the National Natural Science Foundation of China, the Natural Science Foundation of Hunan Province, the China Postdoctoral Science Foundation, and the Postdoctoral Fellowship Program of China Postdoctoral Science Foundation.

News

(06/2025) One co-authored paper OSHFNet: A heterogeneous dual-branch dynamic fusion network of optical and SAR images for land use classification has been accepted by JAG.
(05/2025) One co-authored paper Cross-Sensor SAR Image Target Detection Based on Dynamic Feature Discrimination and Center-Aware Calibration has been accepted by IEEE TGRS.
(05/2025) One co-authored paper DiffDual-AD: Diffusion-Based Dual-Stage Adversarial Defense Framework in Remote Sensing With Denoiser Constraint has been accepted by IEEE TGRS.
(04/2025) One co-authored paper SAR-TinySNN: A lightweight spiking neural network for SAR target recognition has been accepted by IEEE GRSL.
(02/2025) One paper Signed Graph based Image Transformation for Heterogeneous Change Detection has been accepted by IEEE TGRS.
(02/2025) One co-authored paper Enhancing Geolocation Accuracy of High-altitude Airborne SAR through Tropospheric Delay Compensation has been accepted by IEEE TGRS.
(11/2024) Our Special Issue of Temporal and Spatial Analysis of Multi-Source Remote Sensing Images on Remote Sensing is online.
(11/2024) One co-authored paper Adaptive Scattering Feature Awareness and Fusion for Limited Training Data SAR Target Recognition has been accepted by IEEE JSTARS.
(09/2024) One co-authored paper Change detection of multisource remote sensing images: a review has been accepted by IJDE.
(08/2024) Received funding from the National Natural Science Foundation of China. | 获得国家自然科学基金资助
(07/2024) One co-authored paper A Review of Optical and SAR Image Deep Feature Fusion in Semantic Segmentation has been accepted by IEEE JSTARS.
(07/2024) Received funding from the China Postdoctoral Science Foundation. | 获得中国博士后科学基金面上项目资助
(06/2024) One co-authored paper Simulated Data-Guided Incremental SAR ATR Through Feature Aggregation has been accepted by IEEE JSTARS.
(05/2024) One paper Locality Preservation for Unsupervised Multimodal Change Detection in Remote Sensing Imagery has been accepted by IEEE TNNLS.
(05/2024) I am awarded as a Rising Star of Radar. | 🎉 获评 2024年度雷达未来之星
(03/2024) Received funding from the Natural Science Foundation of Hunan Province of China. | 获得湖南省自然科学基金资助
(02/2024) One paper Similarity and dissimilarity relationships based graphs for multimodal change detection has been accepted by ISPRS P&RS.

Experience

Ph.D. in National University of Defense Technology (NUDT)
M.S. in University of Science and Technology of China (USTC)
B.S. in Xiangtan University (XTU)

Selected Publications

	Locality Preservation for Unsupervised Multimodal Change Detection in Remote Sensing Imagery Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang, Zhang Li, Li Liu IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2024 [PDF] [Code]
	Similarity and dissimilarity relationships based graphs for multimodal change detection Yuli Sun, Lin Lei, Zhang Li, Gangyao Kuang ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS P&RS), 2024 [PDF] [Code]
	基于结构一致性能量模型的异源光学和SAR图像变化检测 Yuli Sun, Lin Lei, Gangyao Kuang 中国科学·信息科学, 2024 [PDF] [Code]
	Structural Regression Fusion for Unsupervised Multimodal Change Detection Yuli Sun, Lin Lei, Li Liu, Gangyao Kuang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023 [PDF] [Code]
	Graph Signal Processing for Heterogeneous Change Detection Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang, Li Liu IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023 [PDF] [Code]
	Image regression with structure cycle consistency for heterogeneous change detection Yuli Sun, Lin Lei, Dongdong Guan, Junzheng Wu, Gangyao Kuang, Li Liu IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2022 [PDF] [Code]
	Structured graph based image regression for unsupervised multimodal change detection Yuli Sun, Lin Lei, Xiang Tan, Dongdong Guan, Junzheng Wu, Gangyao Kuang ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS P&RS), 2022 [PDF] [Code]
	Iterative structure transformation and conditional random field based method for unsupervised multimodal change detection Yuli Sun, Lin Lei, Dongdong Guan, Junzheng Wu, Gangyao Kuang Pattern Recognition (PR), 2022 [PDF] [Code]
	Iterative robust graph for unsupervised change detection of heterogeneous remote sensing images Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang IEEE Transactions on Image Processing (IEEE TIP), 2021 [PDF] [Code]
	Sparse-constrained adaptive structure consistency-based unsupervised image regression for heterogeneous remote-sensing change detection Yuli Sun, Lin Lei, Dongdong Guan, Ming Li, Gangyao Kuang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2021 [PDF] [Code]
	Structure consistency-based graph for unsupervised change detection with homogeneous and heterogeneous remote sensing images Yuli Sun, Lin Lei, Xiao Li, Xiang Tan, Gangyao Kuang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2021 [PDF] [Code]
	Nonlocal patch similarity based heterogeneous remote sensing change detection Yuli Sun, Lin Lei, Xiao Li, Hao Sun, Gangyao Kuang Pattern Recognition (PR), 2021 [PDF] [Code]
	Patch similarity graph matrix-based unsupervised remote sensing change detection with homogeneous and heterogeneous sensors Yuli Sun, Lin Lei, Xiao Li, Xiang Tan, Gangyao Kuang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020 [PDF]
	SAR image speckle reduction based on nonconvex hybrid total variation model Yuli Sun, Lin Lei, Dongdong Guan, Xiao Li, Gangyao Kuang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020 [PDF]
	SAR image change detection based on nonlocal low-rank model and two-level clustering Yuli Sun, Lin Lei, Dongdong Guan, Xiao Li, Gangyao Kuang IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2020 [PDF]
	A robust recovery algorithm with smoothing strategies Yuli Sun, Lin Lei, Xiao Li, Ming Li, Gangyao Kuang Neurocomputing, 2019 [PDF]
	Sparse optimization problem with s-difference regularization Yuli Sun, Xiang Tan, Xiao Li, Lin Lei, Gangyao Kuang Signal Processing, 2019 [PDF]

Awards and Honors

2024: Outstanding Doctoral Thesis of PLA | 全军优秀博士学位论文
2024: Rising Star of Radar, Journal of Radars | 雷达未来之星
2024: Outstanding Doctoral Thesis of NUDT | 国防科技大学优秀博士学位论文
2023: Best Report Award of the Third Doctoral Symposium of Radar Journal | 第三届雷达学报博士论坛最佳学术报告
2022: First Class Excellence Scholarship, NUDT | 国防科技大学一等优秀奖学金
2021: Zhou Mingxi Scholarship, NUDT | 国防科技大学周明鸂奖学金
2019: First Prize of the Third National High Score Software Competition | 第三届“中科星图杯”全国高分软件大赛一等奖

Invited Talks

2024/05: Talk at Radar Future Stars Academic Presentation
2023/10: Talk at the Third Doctoral Symposium of Radar Journal

Services

Peer Review:

IEEE TPAMI, TIP, TNNLS, TSP, TGRS, TRS, TMM, TCSVT, TAES, TETCI, TASL...
IJCV, RSE, ISPRS P&RS, PR, Infu, JAG...

Editor:

Remote Sensing
Information