scFNSA: A Factorized Node-Set Attentive Framework for Single-Cell Multi-Omics Integration
Journal of Chemical Information and Modeling, 66, 5558-5572
TumorNet: A hybrid lightweight framework for brain tumor classification and reasoning
Information Sciences, 746, 123423
SpaVGMC: A Unified Representation Learning Framework via Structural and Semantic Alignment in Spatial Transcriptomics
Journal of Chemical Information and Modeling, 66, 7320-7335
Prediction of multicategory miRNA-disease associations based on bidirectional hypergraph attention network and gated convolutional strategy
Journal of Computer-Aided Molecular Design, 40, 131
MsDGCN: multi-scale diffusion graph convolutional network for the prediction of drug-disease association
Journal of Computer-Aided Molecular Design, 40, 98
Drone-Based High-Precision Object Detection in Remote Sensing with Attention-Guided Feature Fusion
Tsinghua Science and Technology, 31, 1263-1281
DHGCMDA: a dual-view heterogeneous graph contrastive learning framework for miRNA-disease association type prediction
BMC Bioinformatics, 27, 100
Community detection based on community structure enhancement and multi-objective particle swarm optimization
International Journal of Data Science and Analytics, 22, 145
Boosting Low-Light sewer defect detection via Illumination-Aware lightweight YOLO framework
Measurement, 120548
Transformer-based detection of abnormal rice growth using drone-based multispectral imaging
Computers and Electronics in Agriculture, 239, 111055
Residual-like multi-kernel block and dynamic attention for deep neural networks
Engineering Applications of Artificial Intelligence, 148, 110456
Masked autoencoder-based vision framework for robust fire detection in complex environments
Process Safety and Environmental Protection, 203, 108019
End-to-end plant disease detection using transformers with collaborative hybrid assignment trainings
Applied Soft Computing, 186, 114137
DSCN-Net: domain-specific contrastive network for unsupervised low-dose CT denoising
Neurocomputing, 651, 130919
CT-Denoimer: efficient contextual transformer network for low-dose CT denoising
Physics in Medicine & Biology, 70, 115024
PD-TR: End-to-end plant diseases detection using a transformer
Computers and Electronics in Agriculture, 224, 109123
Computer vision for plant disease recognition: a comprehensive review
The Botanical Review, 90, 251-311
An efficient attention module for instance segmentation network in pest monitoring
Computers and Electronics in Agriculture, 195, 106853
ORCNN-X: Attention-driven multiscale network for detecting small objects in complex aerial scenes
Remote Sensing, 15, 3497
Lightweight pixel-level semantic segmentation and analysis for sewer defects using deep learning
Construction and Building Materials, 371, 130792
Enhanced solo-based instance segmentation algorithm for efficient plant growth assessment: A radish case study
Korean Society of Broadcast Engineers Conference, 274-277
Deep learning based underground sewer defect classification using a modified RegNet
Computers, Materials, & Continua, 75, 5455
CDD-TR: Automated concrete defect investigation using an improved deformable transformers
Journal of Building Engineering, 75, 106976
Attention-guided multiscale neural network for defect detection in sewer pipelines
Computer-Aided Civil and Infrastructure Engineering, 38, 2163-2179
Deep-learning-based tunnel crack measurement and diagnosis robust to environmental change
Korean Conference on Next-generation Computing, 387-390
Vision-based defect inspection and condition assessment for sewer pipes: A comprehensive survey
Sensors, 22, 2722
Facial landmark detection with learnable connectivity graph convolutional network
IEEE Access, 10, 94354-94362
Explainable artificial intelligence: a comprehensive review
Artificial Intelligence Review, 55, 3503-3568
DefectTR: End-to-end defect detection for sewage networks using a transformer
Construction and Building Materials, 325, 126584
Deep learning-based masonry crack segmentation and real-life crack length measurement
Construction and Building Materials, 359, 129438
Daily and seasonal heat usage patterns analysis in heat networks
Scientific Reports, 12, 9165
Automatic tunnel lining crack evaluation and measurement using deep learning
Tunnelling and Underground Space Technology, 124, 104472
A robust instance segmentation framework for underground sewer defect detection
Measurement, 190, 110727
Robust Korean license plate recognition based on deep neural networks
Sensors, 21, 4140
Pixel-level tunnel crack segmentation using a weakly supervised annotation approach
Computers in Industry, 133, 103545
Intra CTU depth decision for HEVC by using neural networks
International Workshop on Advanced Imaging Technology (IWAIT) 2021, 11766, 605-609
Deep learning-based sewer defect classification for highly imbalanced dataset
Computers & Industrial Engineering, 161, 107630
Smartphone-based bulky waste classification using convolutional neural networks
Multimedia Tools and Applications, 79, 29411-29431
Sensor-based and vision-based human activity recognition: A comprehensive survey
Pattern Recognition, 108, 107561
HEVC intra prediction mode classification by deep learning
International Workshop on Advanced Imaging Technology (IWAIT) 2020, 11515, 246-250
Fusarium wilt of radish detection using RGB and near infrared images from Unmanned Aerial Vehicles
Remote Sensing, 12, 2863
Crop pest recognition in natural scenes using convolutional neural networks
Computers and Electronics in Agriculture, 169, 105174
A Deep Learning-Based Hybrid Framework for Object Detection and Recognition in Autonomous Driving
IEEE Access, 8, 194228-194239
Object classification for domestic waste based on Convolutional neural networks
Proceedings of the Korean Society of Broadcast Engineers Conference, 83-86
基于仿生视觉动态感知的农作物病害检测方法研究与应用
国家自然科学基金青年项目，2502271
基于感知损失函数与轻量化自适应的农作物病害检测方法
中国发明专利，202511559089.X
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国家留学基金委