百晓学者学者目录

刘莉

硕士生导师、讲师，三峡大学

精选作品

期刊论文

2026

基于谱聚类-图卷积神经网络模型的城市洪涝风险预测研究

陈柯逸，许月萍，刘莉，钟华，王乃玉，俞鸿杰

《自然灾害学报》

DOI

2025

基于气候资源的光伏/水力发电指数保险产品设计及其对冲性分析——以北江流域为例

任义方，赵艳霞，陈思宁，孙擎，李牧原，刘莉，张祎

《气象学报》

2025

气象×金融的探索——温州工业气候贷实践及改进

郑峰，刘莉，章梦臻，曹翔，郑远东

《气象学报》

2025

基于雷达外推的烤烟人工防雹效益评估方法研究

孙擎，赵艳霞，张祎，陈思宁，刘莉，李丽丽，王飞，杨诗妤，徐梦莹，黄浩隽

《气象学报》

2025

人工影响天气作业效益评价研究综述

王飞，王思瀚，乌日罕，耿仪，葛旭东，孙擎，刘莉，林大伟，孙丰宾，赵志强，陈宝君

《气象》

2025

风险减量视角下的天气指数保险设计研究——基于序贯残差学习算法

刘莉，赵艳霞，肖宇谷，申茜琳，崔婷

《气象学报》

2025

基于气候资源的北江光水发电潜力匹配性评价

任义方，赵艳霞，陈思宁，孙擎，李牧原，张祎，刘莉

《应用气象学报》

2024

基于集成学习与深度学习的洪水径流预报研究

许月萍，周欣磊，王若桐，刘莉，顾海挺

《人民长江》

2024

基于分布式产流要素和时空深度学习算法的径流后处理研究

吴垚，许月萍，刘莉，何柯琪

《水利学报》

2024

基于深度学习的改进ERRIS径流预报实时校正模型

刘莉，梁霄，WANG Quanjun，许月萍

《水资源保护》

2023

基于时空深度学习模型的数值降水预报后处理

郑超昊，尹志伟，曾钢锋，许月萍，周鹏，刘莉

《浙江大学学报(工学版)》

2023

东西伯利亚——波弗特海海冰多年代际变率及其与大西洋多年代际振荡的联系

刘莉，张文君，刘超

《气象学报》

2022

基于多源数据的水稻干旱和洪涝灾害遥感监测方法研究

刘莉

《浙江大学》

2022

Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery

Yan Zhao, Ling-Jun Zhao, Zhong Liu, De-Wen Hu, Gang-Yao Kuang, Li Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Domain Knowledge Powered Two-Stream Deep Network for Few-Shot SAR Vehicle Recognition

Linbin Zhang, Xiangguang Leng, Sijia Feng, Xiaojie Ma, Kefeng Ji, Gang-Yao Kuang, Li Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

SAR Target Recognition Based on Model Transfer and Hinge Loss with Limited Data

Qishan He, Ling-Jun Zhao, Gang-Yao Kuang, Li Liu

CAAI International Conference on Artificial Intelligence

DOI

2020

中国东部雨季降水事件的静默时间特征及内在动力学机制初探

钱忠华，周前进，刘莉，封国林

《气象学报》

2012

Polarimetric SAR Target Detection Using the Reflection Symmetry

Na Wang, Gongtao Shi, Li Liu, Ling-Jun Zhao, Gang-Yao Kuang

IEEE Geoscience and Remote Sensing Letters

DOI

2011

河北省近50年农业界限温度变化特征分析

李元华，田国强，杨贤，刘莉

《干旱区资源与环境》

2011

Airport Detection in SAR Image Based on Perceptual Organization

Wei Wang, Li Liu, Can-Bin Hu, Yongmei Jiang, Gang-Yao Kuang

2011 International Workshop on Multi-Platform/Multi-Sensor Remote Sensing and Mapping

DOI

2011

A Novel Polarimetric CFAR Target Detection Method

Na Wang, Li Liu, Can-Bin Hu, Gang-Yao Kuang, Yongmei Jiang

2011 International Workshop on Multi-Platform/Multi-Sensor Remote Sensing and Mapping

DOI

2009

An Adaptive and Fast CFAR Algorithm Based on Automatic Censoring for Target Detection in High-Resolution SAR Images

Gui Gao, Li Liu, Ling-Jun Zhao, Gongtao Shi, Gang-Yao Kuang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2006

河北省近50年0℃界限温度积温变化特征分析

李元华，刘学锋，刘莉，张梅

《干旱区资源与环境》

2001

GMS5卫星遥感气溶胶光学厚度的试验研究

毛节泰，刘莉，张军华

《气象学报》

2000

地基多波段遥感西藏当雄地区气溶胶光学特性

张军华，刘莉，毛节泰

《大气科学》

会议论文

2026

咖啡天气保险指数风险管理方案研究

张明达，张祎，刘莉

《第二届金融气象学术年会》

DOI

预印本

2026

T-JEPA: A Temporal Joint-Embedding Predictive Architecture for Learning Better Remote Sensing Representations

Bowen Peng, Li Liu, Yongxiang Liu, Weijie Li, Jie Zhou, Zhen Liu

arXiv preprint

2026

Light-ResKAN: A Parameter-Sharing Lightweight KAN with Gram Polynomials for Efficient SAR Image Recognition

Pan Yi, Weijie Li, Xiaodong Chen, Jiehua Zhang, Li Liu, Yongxiang Liu

arXiv preprint

DOI

2026

SARATR-X-v2: Scale-Aware Structural Pre-Training for SAR Foundation Models

Weijie Li, Yafei Song, Yongxiang Liu, Bowen Peng, Jie Zhou, Jingyuan Xia, Wei Yang, Tianpeng Liu, Zhen Liu, Li Liu

arXiv preprint

2026

HuiYanEarth-SAR: A Foundation Model for High-Fidelity and Low-Cost Global Remote Sensing Imagery Generation

Yongxiang Liu, Jie Zhou, Yafei Song, Tianpeng Liu, Li Liu

arXiv preprint

2025

SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm

Xuying Xiong, Xinyu Zhang, Weidong Jiang, Li Liu, Yongxiang Liu, Tianpeng Liu

arXiv preprint

2025

FUSAR-KLIP: Towards Multimodal Foundation Models for Remote Sensing

Yi Yang, Xiaokun Zhang, Qingchen Fang, Jing Liu, Ziqi Ye, Rui Li, Li Liu, Haipeng Wang

arXiv preprint

2025

Hydra: Accurate Multi-Modal Leaf Wetness Sensing with mm-Wave and Camera Fusion

Yimeng Liu, Maolin Gan, Huaili Zeng, Li Liu, Younsuk Dong, Zhichao Cao

arXiv preprint

DOI

2025

Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection

Xinbin Yuan, Zhaohui Zheng, Yuxuan Li, Xialei Liu, Li Liu, Xiang Li, Qibin Hou, Ming-Ming Cheng

arXiv preprint

2025

ATRNet-STAR: A Large Dataset and Benchmark Towards Remote Sensing Object Recognition in the Wild

Yongxiang Liu, Weijie Li, Li Liu, Jie Zhou, Bowen Peng, Yafei Song, Xuying Xiong, Wei Yang, Tianpeng Liu, Zhen Liu, Xiang Li

arXiv preprint

DOI

2025

Fifty Years of SAR Automatic Target Recognition: The Road Forward

Jie Zhou, Yongxiang Liu, Li Liu, Weijie Li, Taoli Yang, Bowen Peng, Yafei Song, Gangyao Kuang, Xiang Li

arXiv preprint

2025

Probing Deep into Temporal Profile Makes the Infrared Small Target Detector Much Better

Ruojing Li, Wei An, Yingqian Wang, Xinyi Ying, Yimian Dai, Longguang Wang, Miao Li, Yulan Guo, Li Liu

arXiv preprint

2024

SARATR-X: Toward Building A Foundation Model for SAR Target Recognition

Weijie Li, Wei Yang, Yuenan Hou, Li Liu, Yongxiang Liu, Xiang Li

arXiv preprint

2024

MaDiNet: Mamba Diffusion Network for SAR Target Detection

Jie Zhou, Chao Xiao, Bowen Peng, Tianpeng Liu, Zhen Liu, Yongxiang Liu, Li Liu

arXiv preprint

2024

Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR

Bowen Peng, Bo Peng, Jingyuan Xia, Tianpeng Liu, Yongxiang Liu, Li Liu

arXiv preprint

DOI

2024

Visible-Thermal Tiny Object Detection: A Benchmark Dataset and Baselines

Xinyi Ying, Chao Xiao, Ruojing Li, Xu He, Boyang Li, Xu Cao, Zhaoxu Li, Yingqian Wang, Mingyuan Hu, Qingyu Xu, Zaiping Lin, Miao Li, Shilin Zhou, Wei An, Weidong Sheng, Li Liu

arXiv preprint

2024

LSKNet: A Foundation Lightweight Backbone for Remote Sensing

Yuxuan Li, Xiang Li, Yimian Dai, Qibin Hou, Li Liu, Yongxiang Liu, Ming-Ming Cheng, Jian Yang

arXiv preprint

2024

DiffDet4SAR: Diffusion-based Aircraft Target Detection Network for SAR Images

Zhou Jie, Xiao Chao, Peng Bo, Liu Zhen, Liu Li, Liu Yongxiang, Li Xiang

arXiv preprint

DOI

2024

Infrared Small Target Detection in Satellite Videos: A New Dataset and A Novel Recurrent Feature Refinement Framework

Xinyi Ying, Li Liu, Zaipin Lin, Yangsi Shi, Yingqian Wang, Ruojing Li, Xu Cao, Boyang Li, Shilin Zhou, Wei An

arXiv preprint

DOI

2024

SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection

Yuxuan Li, Xiang Li, Weijie Li, Qibin Hou, Li Liu, Ming-Ming Cheng, Jian Yang

arXiv preprint

2023

Predicting Gradient is Better: Exploring Self-Supervised Learning for SAR ATR with a Joint-Embedding Predictive Architecture

Weijie Li, Yang Wei, Tianpeng Liu, Yuenan Hou, Yuxuan Li, Zhen Liu, Yongxiang Liu, Li Liu

arXiv preprint

DOI

2023

Discovering and Explaining the Non-Causality of Deep Learning in SAR ATR

Weijie Li, Wei Yang, Li Liu, Wenpeng Zhang, Yongxiang Liu

arXiv preprint

DOI

2023

Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision

Xinyi Ying, Li Liu, Yingqian Wang, Ruojing Li, Nuo Chen, Zaiping Lin, Weidong Sheng, Shilin Zhou

arXiv preprint

DOI

2023

Learning Invariant Representation via Contrastive Feature Alignment for Clutter Robust SAR Target Recognition

Bowen Peng, Jianyue Xie, Bo Peng, Li Liu

arXiv preprint

2023

Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition

Weijie Li, Wei Yang, Wenpeng Zhang, Tianpeng Liu, Yongxiang Liu, Li Liu

arXiv preprint

DOI

2022

Graph Signal Processing for Heterogeneous Change Detection Part I: Vertex Domain Filtering

Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang, Li Liu

arXiv preprint

2022

Local Motion and Contrast Priors Driven Deep Network for Infrared Small Target Super-Resolution

Xinyi Ying, Yingqian Wang, Longguang Wang, Weidong Sheng, Li Liu, Zaiping Lin, Shilin Zhou

arXiv preprint

2022

Graph Signal Processing for Heterogeneous Change Detection Part II: Spectral Domain Analysis

Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang, Li Liu

arXiv preprint

2022

Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense

Bowen Peng, Bo Peng, Jie Zhou, Jianyue Xie, Li Liu

arXiv preprint

DOI

研究方向

遥感图像处理人工智能农业气象灾害监测等

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