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Junyi Liu

PVNet: A novel semantic segmentation model for extracting high-quality photovoltaic panels in large-scale systems from high-resolution remote sensing imagery
2023 · Jianxun Wang, Xin Chen, et al. · International Journal of Applied Earth Observation and Geoinformation · 64
Flood inundation monitoring using multi-source satellite imagery: a knowledge transfer strategy for heterogeneous image change detection
2024 · Bofei Zhao, Haigang Sui, et al. · Remote Sensing of Environment · 61
Siam-DWENet: Flood inundation detection for SAR imagery using a cross-task transfer siamese network
2022 · Bofei Zhao, Haigang Sui, et al. · International Journal of Applied Earth Observation and Geoinformation · 56
Large-scale road extraction from high-resolution remote sensing images based on a weakly-supervised structural and orientational consistency constraint network
2022 · Mingting Zhou, Haigang Sui, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 43
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Rooftop PV Segmenter: A Size-Aware Network for Segmenting Rooftop Photovoltaic Systems from High-Resolution Imagery
2023 · Jianxun Wang, Xin Chen, et al. · Remote Sensing · 32
Impact of drought-induced forest mortality on terrestrial carbon cycle from remote sensing perspective
2024 · Xiang Zhang, Junyi Liu, et al. · The Innovation Geoscience · 13
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Vectorized building extraction from high-resolution remote sensing images using spatial cognitive graph convolution model
2024 · Zhuotong Du, Haigang Sui, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 11
Cotton growth monitoring and yield estimation based on assimilation of remote sensing data and crop growth model
2015 · Yepei Chen, Xin Mei, et al. · International Conference on Geoinformatics · 7
Disentangling vegetation physiological responses under extreme drought in the Amazon Rainforest: A multispectral remote sensing approach with insights from ET, SIF, and VOD
2025 · Xiang Zhang, Junyi Liu, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 6
Improved current differential protection scheme for active distribution network integrated with dynamic line rating
2026 · Zhihui Dai, Junyi Liu, et al. · International Journal of Electrical Power & Energy Systems · 1
Graph reasoning-based spatial representation learning from geo-entities for multi-modal urban functional zone sensing
2025 · Zhuotong Du, Qiming Zhou, et al. · International Journal of Geographical Information Systems · 1
FDB-Net: A Local-Global Collaborative Attention-Based Network for Information Extraction of Flood-Damaged Building
2025 · Weiye Zheng, Qingxiang Meng, et al. · International Conference on Geoinformatics · 1
DNFNet: a brightness-adaptive lightweight RGB–thermal network for day–night UAV wildfire segmentation
2026 · Peng Cheng, Luli Zhang, et al. · International Journal of Applied Earth Observation and Geoinformation
DTMC-Based Analysis and Scheduling for Periodic Flows with Proactive HARQ
2026 · Yi, Haozhe, Liu, Junyi, et al. · arXiv (Cornell University)
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Physics Informed Neural Networks for Diurnal Air Temperature Reconstruction from Sparse Meteorological Observations
2026 · Junyi Liu, Zhe Li, et al. · International Conference on Agro-Geoinformatics
PG-GVB: A prior constrained backscatter framework for P-band PolInSAR forest height inversion
2026 · Lei Wang, Linping Yang, et al. · International Journal of Applied Earth Observation and Geoinformation
Team of Thoughts: Efficient Test-time Scaling of Agentic Systems through Orchestrated Tool Calling
2026 · Wong, Jeffrey T. H., Zhang, Zixi, et al. · arXiv (Cornell University)
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An efficient Earth’s surface anomaly detection framework via geo-adaptive partition and spatio-temporal constraints
2026 · Weiyue Shi, Ning Zhou, et al. · Geo-spatial Information Science
A Setting Optimization Scheme for Hierarchical Protection of Distribution Networks with Inverterinterfaced Distributed Generators
2025 · Baiyuan Liu, Benzhuang Fan, et al.
Improved Convolution-Based Analysis for Worst Case Probability Response Time of CAN
2025 · Haozhe Yi, Junyi Liu, et al. · IEEE Transactions on Industrial Informatics
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Exploring Busy Period for Worst-Case Deadline Failure Probability Analysis
2025 · Liu, Junyi, Jiang, Xu, et al. · arXiv (Cornell University)
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MCA: Multimodal Contrastive Augmentation for Medical Report Generation
2025 · Junyi Liu, Tao Wan, et al. · Lecture notes in computer science
Quantifying Fragile Carbon Balance between Large-Scale Losses and Unevenly Distributed Gains by Multiple Remote Sensing based Vegetation Optical Depth Datasets
2025 · Junyi Liu, xiang zhang, et al. · SSRN Electronic Journal
Disentangling Vegetation Physiological Responses Under Extreme Drought with Multispectral Remote Sensing Approach: Insights from Et, Sif, and Vod
2024 · xiang zhang, Junyi Liu, et al. · SSRN Electronic Journal
Works count: 24
Citation count: 296
H-index: 7
I10-index: 7
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