Yansheng Li

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 35

Top Topics

Weakly Supervised

Satellite Imagery

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Expert Syst. Appl.

Publications

Fei Wang, Xianzhang Zhu, Xiaojian Liu, Yongjun Zhang, Yansheng Li
Scene Graph-Aware Hierarchical Fusion Network for Remote Sensing Image Retrieval With Text Feedback. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Liye Mei, Zhaoyi Ye, Chuan Xu, Hongzhu Wang, Ying Wang, Cheng Lei, Wei Yang, Yansheng Li
SCD-SAM: Adapting Segment Anything Model for Semantic Change Detection in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Guoxia Xu, Lizhen Deng, Yansheng Li, Yantao Wei, Xiaokang Zhou, Hu Zhu
Trusted Multimodal Socio-Cyber Sentiment Analysis Based on Disentangled Hierarchical Representation Learning. IEEE Trans. Comput. Soc. Syst. 11 (4) (2024)
Yansheng Li, Kun Li, Yongjun Zhang, Linlin Wang, Dingwen Zhang
AUG: A New Dataset and An Efficient Model for Aerial Image Urban Scene Graph Generation. CoRR (2024)
Junwei Luo, Zhen Pang, Yongjun Zhang, Tingzhu Wang, Linlin Wang, Bo Dang, Jiangwei Lao, Jian Wang, Jingdong Chen, Yihua Tan, Yansheng Li
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding. CoRR (2024)
Fei Wang, Xianzhang Zhu, Xin Cheng, Yongjun Zhang, Yansheng Li
MMKDGAT: Multi-modal Knowledge graph-aware Deep Graph Attention Network for remote sensing image recommendation. Expert Syst. Appl. 235 (2024)
Yansheng Li, Bo Dang, Wanchun Li, Yongjun Zhang
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery. AAAI (2024)
Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma
ResMatch: Residual Attention Learning for Feature Matching. AAAI (2024)
Yansheng Li, Tingzhu Wang, Kang Wu, Linlin Wang, Xin Guo, Wenbin Wang
Fine-Grained Scene Graph Generation via Sample-Level Bias Prediction. CoRR (2024)
Run Shao, Cheng Yang, Qiujun Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Jiayi Ma, Haifeng Li
AllSpark: a multimodal spatiotemporal general model. CoRR (2024)
Yansheng Li, Linlin Wang, Tingzhu Wang, Xue Yang, Junwei Luo, Qi Wang, Youming Deng, Wenbin Wang, Xian Sun, Haifeng Li, Bo Dang, Yongjun Zhang, Yi Yu, Junchi Yan
Scene Graph Generation in Large-Size VHR Satellite Imagery: A Large-Scale Dataset and A Context-Aware Approach. CoRR (2024)
Jieyi Tan, Yansheng Li, Sergey A. Bartalev, Bo Dang, Wei Chen, Yongjun Zhang, Liangqi Yuan
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation. CoRR (2024)
Yansheng Li, Junwei Luo, Yongjun Zhang, Yihua Tan, Jin-Gang Yu, Song Bai
Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery. CoRR (2023)
Shule Deng, Jin-Gang Yu, Zihao Wu, Hongxia Gao, Yansheng Li, Yang Yang
Learning Relative Feature Displacement for Few-Shot Open-Set Recognition. IEEE Trans. Multim. 25 (2023)
Yansheng Li, Fanyi Wei, Yongjun Zhang, Wei Chen, Jiayi Ma
P: Hierarchical spectral and structure-preserving fusion network for multimodal remote sensing image cloud and shadow removal. Inf. Fusion 94 (2023)
Yansheng Li, Bo Dang, Wanchun Li, Yongjun Zhang
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery. CoRR (2023)
Xiaojian Liu, Yongjun Zhang, Huimin Zou, Fei Wang, Xin Cheng, Wenpin Wu, Xinyi Liu, Yansheng Li
Multi-source knowledge graph reasoning for ocean oil spill detection from satellite SAR images. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Fei Wang, Zhi Zheng, Yongjun Zhang, Yansheng Li, Kun Yang, Chenming Zhu
To see further: Knowledge graph-aware deep graph convolutional network for recommender systems. Inf. Sci. 647 (2023)
Yansheng Li, Xinwei Li, Yongjun Zhang, Daifeng Peng, Lorenzo Bruzzone
Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big data. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Chengli Peng, Haifeng Li, Chao Tao, Yansheng Li, Jiayi Ma
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images. Pattern Recognit. 143 (2023)
Yansheng Li, Mengze Hao, Rongjie Liu, Zhichao Zhang, Hu Zhu, Yongjun Zhang
Semantic-Aware Attack and Defense on Deep Hashing Networks for Remote-Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Bin Zhang, Yongjun Zhang, Yansheng Li, Yi Wan, Yongxiang Yao
CloudViT: A Lightweight Vision Transformer Network for Remote Sensing Cloud Detection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Junwei Luo, Xue Yang, Yi Yu, Qingyun Li, Junchi Yan, Yansheng Li
PointOBB: Learning Oriented Object Detection via Single Point Supervision. CoRR (2023)
Bin Zhang, Yongjun Zhang, Yansheng Li, Yi Wan, Haoyu Guo, Zhi Zheng, Kun Yang
Semi-supervised Deep Learning via Transformation Consistency Regularization for Remote Sensing Image Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yansheng Li, Te Shi, Yongjun Zhang, Jiayi Ma
SPGAN-DA: Semantic-Preserved Generative Adversarial Network for Domain Adaptive Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Bo Dang, Yansheng Li
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation. CoRR (2022)
Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation. ECCV (27) (2022)
Xiaojian Liu, Yansheng Li, Xinyi Liu, Huimin Zou
Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network. Remote. Sens. 14 (21) (2022)
Fei Wang, Yansheng Li, Yongjun Zhang, Dong Wei
KLGCN: Knowledge graph-aware Light Graph Convolutional Network for recommender systems. Expert Syst. Appl. 195 (2022)
Yu Wang, Yansheng Li, Wei Chen, Yunzhou Li, Bo Dang
DNAS: Decoupling Neural Architecture Search for High-Resolution Remote Sensing Image Semantic Segmentation. Remote. Sens. 14 (16) (2022)
Pei Yan, Yihua Tan, Shengzhou Xiong, Yuan Tai, Yansheng Li
Learning Soft Estimator of Keypoint Scale and Orientation with Probabilistic Covariant Loss. CVPR (2022)
Xiaojian Liu, Yansheng Li
Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network. CoRR (2022)
Yansheng Li, Song Ouyang, Yongjun Zhang
Combining deep learning and ontology reasoning for remote sensing image semantic segmentation. Knowl. Based Syst. 243 (2022)
Wei Chen, Yansheng Li, Bo Dang, Yongjun Zhang
ElegantSeg: End-to-End Holistic Learning for Extra-Large Image Semantic Segmentation. CoRR (2022)
Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation. CoRR (2022)