Yansheng Li 0001 - researchr alias

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Viewing Publication 1 - 25 from 25

2025

STAR: A First-Ever Dataset and a Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite ImageryYansheng Li 0001, Linlin Wang, Tingzhu Wang, Xue Yang 0005, Junwei Luo, Qi Wang 0076, Youming Deng, Wenbin Wang, Xian Sun, Haifeng Li 0007, Bo Dang 0002, Yongjun Zhang 0002, Yi Yu 0010, Junchi Yan. pami, 47(3):1832-1849, March 2025. [doi]

Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challengesDaifeng Peng, Xuelian Liu, Yongjun Zhang 0002, Haiyan Guan, Yansheng Li 0001, Lorenzo Bruzzone. aeog, 136:104282, 2025. [doi]

AllSpark: A Multimodal Spatiotemporal General Intelligence Model With Ten Modalities via Language as a Reference FrameworkRun Shao, Cheng Yang, Qiujun Li, Linrui Xu, Xiang Yang, Xian Li, Mengyao Li, Qing Zhu, Yongjun Zhang 0002, Yansheng Li 0001, Yu Liu 0003, Yong Tang, Dapeng Liu, Shizhong Yang, Haifeng Li 0007. tgrs, 63:1-20, 2025. [doi]

DDRL: Domain Distribution Reconstruction Learning for Binary Change Detection in Remote Sensing ImagesWei Yang, Zhaoyi Ye, Liye Mei, Yongxiang Yao, Jie Chen, Yansheng Li 0001. tgrs, 63:1-13, 2025. [doi]

2024

Domain Knowledge-Aware Remote Sensing Foundation Model for Flood Detection in Multi-Spectral ImageryYansheng Li 0001, Bo Dang 0002, Fanyi Wei, Jieyi Tan, Yangjie Lin. igarss 2024: 785-789 [doi]

Fine-Grained Scene Graph Generation via Sample-Level Bias PredictionYansheng Li 0001, Tingzhu Wang, Kang Wu, Linlin Wang, Xin Guo, Wenbin Wang. eccv 2025: 18-35 [doi]

Learning to Holistically Detect Bridges From Large-Size VHR Remote Sensing ImageryYansheng Li 0001, Junwei Luo, Yongjun Zhang 0002, Yihua Tan, Jin-Gang Yu, Song Bai. pami, 46(12):11507-11523, December 2024. [doi]

Progressive Learning With Cross-Window Consistency for Semi-Supervised Semantic SegmentationBo Dang 0002, Yansheng Li 0001, Yongjun Zhang 0002, Jiayi Ma 0001. TIP, 33:5219-5231, 2024. [doi]

SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryXin Guo, Jiangwei Lao, Bo Dang 0002, Yingying Zhang, Lei Yu, Lixiang Ru, Liheng Zhong, Ziyuan Huang, Kang Wu, Dingxiang Hu, Huimei He, Jian Wang, Jingdong Chen, Ming Yang, Yongjun Zhang 0002, Yansheng Li 0001. cvpr 2024: 27662-27673 [doi]

PointOBB: Learning Oriented Object Detection via Single Point SupervisionJunwei Luo, Xue Yang 0005, Yi Yu 0010, Qingyun Li, Junchi Yan, Yansheng Li 0001. cvpr 2024: 16730-16740 [doi]

Parameter-Efficient Complementary Expert Learning for Long-Tailed Visual RecognitionLixiang Ru, Xin Guo, Lei Yu 0005, Yingying Zhang, Jiangwei Lao, Jian Wang 0108, Jingdong Chen, Yansheng Li 0001, Ming Yang 0007. mm 2024: 5393-5402 [doi]

MMKDGAT: Multi-modal Knowledge graph-aware Deep Graph Attention Network for remote sensing image recommendationFei Wang, Xianzhang Zhu, Xin Cheng, Yongjun Zhang 0002, Yansheng Li 0001. eswa, 235:121278, January 2024. [doi]

Trusted Multimodal Socio-Cyber Sentiment Analysis Based on Disentangled Hierarchical Representation LearningGuoxia Xu, Lizhen Deng, Yansheng Li 0001, Yantao Wei, Xiaokang Zhou, Hu Zhu. tcss, 11(4):5287-5297, August 2024. [doi]

2023

Semantic-Aware Attack and Defense on Deep Hashing Networks for Remote-Sensing Image RetrievalYansheng Li 0001, Mengze Hao, Rongjie Liu, Zhichao Zhang, Hu Zhu, Yongjun Zhang 0002. tgrs, 61:1-14, 2023. [doi]

MFVNet: a deep adaptive fusion network with multiple field-of-views for remote sensing image semantic segmentationYansheng Li 0001, Wei Chen 0089, Xin Huang 0002, Zhi Gao, Siwei Li, Tao He, Yongjun Zhang 0002. chinaf, 66(4), April 2023. [doi]

SPGAN-DA: Semantic-Preserved Generative Adversarial Network for Domain Adaptive Remote Sensing Image Semantic SegmentationYansheng Li 0001, Te Shi, Yongjun Zhang 0002, Jiayi Ma 0001. tgrs, 61:1-17, 2023. [doi]

Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big dataYansheng Li 0001, Xinwei Li, Yongjun Zhang 0002, Daifeng Peng, Lorenzo Bruzzone. aeog, 120:103345, June 2023. [doi]

2P: Hierarchical spectral and structure-preserving fusion network for multimodal remote sensing image cloud and shadow removalYansheng Li 0001, Fanyi Wei, Yongjun Zhang, Wei Chen, Jiayi Ma 0001. inffus, 94:215-228, June 2023. [doi]

Semi-supervised Deep Learning via Transformation Consistency Regularization for Remote Sensing Image Semantic SegmentationBin Zhang 0046, Yongjun Zhang 0002, Yansheng Li 0001, Yi Wan, Haoyu Guo, Zhi Zheng, Kun Yang. staeors, 16:5782-5796, 2023. [doi]

Learning Relative Feature Displacement for Few-Shot Open-Set RecognitionShule Deng, Jin-Gang Yu, Zihao Wu, Hongxia Gao, Yansheng Li 0001, Yang Yang 0066. tmm, 25:5763-5774, 2023. [doi]

Multi-source knowledge graph reasoning for ocean oil spill detection from satellite SAR imagesXiaojian Liu, Yongjun Zhang 0002, Huimin Zou, Fei Wang, Xin Cheng, Wenpin Wu, Xinyi Liu, Yansheng Li 0001. aeog, 116:103153, February 2023. [doi]

MSINet: Mining scale information from digital surface models for semantic segmentation of aerial imagesChengli Peng, Haifeng Li, Chao Tao 0001, Yansheng Li 0001, Jiayi Ma 0001. PR, 143:109785, November 2023. [doi]

To see further: Knowledge graph-aware deep graph convolutional network for recommender systemsFei Wang, Zhi Zheng, Yongjun Zhang, Yansheng Li 0001, Kun Yang, Chenming Zhu. isci, 647:119465, November 2023. [doi]

2022

Hierarchical Memory Learning for Fine-Grained Scene Graph GenerationYouming Deng, Yansheng Li 0001, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma 0001. eccv 2022: 266-283 [doi]

Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional NetworkXiaojian Liu, Yansheng Li 0001, Xinyi Liu, Huimin Zou. remotesensing, 14(21):5618, 2022. [doi]

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