Shu-Yuan Yang

Most-cited papers

VSLM: Virtual Signal Large Model for Few-Shot Wideband Signal Detection and Recognition
Xiao-Yang Hao, Shu-Yuan Yang, Ruoyu Liu, Zhi-Xi Feng +2 more
2025IEEE Transactions on Wireless Communications63 citations Open access
Semantic Scholar
Domain Adaptation-Aware Transformer for Hyperspectral Object Tracking
Yinan Wu, Li-Cheng Jiao, Xu Liu, Fang Liu +2 more
2024IEEE transactions on circuits and systems for video technology (Print)57 citations
Semantic Scholar
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges
Chao Wang, Jia-Xuan Zhao, Licheng Jiao, Ling-Ling Li +2 more
2024Research47 citations Open access
Semantic Scholar
SMTC-CL: Continuous Learning via Selective Multi-Task Coordination for Adaptive Signal Classification
Xiao-Yang Hao, Shu-Yuan Yang, Ruoyu Liu, Zhi-Xi Feng +2 more
2025IEEE Transactions on Cognitive Communications and Networking42 citations Open access
Semantic Scholar
Nature-Inspired Intelligent Computing: A Comprehensive Survey
Li-Cheng Jiao, Jia-Xuan Zhao, Chao Wang, Xu Liu +6 more
2024Research40 citations Open access
Semantic Scholar
Feature Distribution Representation Learning Based on Knowledge Transfer for Long-Tailed Classification
Yanbiao Ma, Li-Cheng Jiao, F. Liu, Shu-Yuan Yang +2 more
2024IEEE transactions on multimedia31 citations
Semantic Scholar
CSCT: Channel–Spatial Coherent Transformer for Remote Sensing Image Super-Resolution
Ke-Xin Zhang, Ling-Ling Li, Li-Cheng Jiao, Xu Liu +3 more
2025IEEE Transactions on Geoscience and Remote Sensing30 citations
Semantic Scholar
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification
Yanbiao Ma, Li-Cheng Jiao, F. Liu, Shu-Yuan Yang +2 more
2024International Journal of Computer Vision27 citations Open access
Semantic Scholar
Self Pseudo Entropy Knowledge Distillation for Semi-Supervised Semantic Segmentation
Xiaoqiang Lu, Li-Cheng Jiao, Ling-Ling Li, Fang Liu +2 more
2024IEEE transactions on circuits and systems for video technology (Print)26 citations
Semantic Scholar
Uncertainty-Aware Semi-Supervised Learning Segmentation for Remote Sensing Images
Xiaoqiang Lu, Ling-Ling Li, Li-Cheng Jiao, Xu Liu +3 more
2025IEEE transactions on multimedia24 citations
Semantic Scholar
CrackVision: Effective Concrete Crack Detection With Deep Learning and Transfer Learning
Abdulrahman A. Alkannad, Ahmad AL Smadi, Shu-Yuan Yang, M. Alsmadi +3 more
2025IEEE Access23 citations Open access
Semantic Scholar
A Mamba-Aware Spatial–Spectral Cross-Modal Network for Remote Sensing Classification
Meng-Ru Ma, Jia-Xuan Zhao, Wen-Ping Ma, Li-Cheng Jiao +4 more
2025IEEE Transactions on Geoscience and Remote Sensing22 citations
Semantic Scholar
Video diffusion generation: comprehensive review and open problems
Wen-Ping Ma, Xiaoting Yang, Li-Cheng Jiao, Ling-Ling Li +11 more
2025Artificial Intelligence Review18 citations Open access
Semantic Scholar
Learning Temporal–Spectral Feature Fusion Representation for Radio Signal Classification
Zhi-Xi Feng, Shuai Chen, Yue Ma, Ya-Chen Gao +1 more
2025IEEE Transactions on Industrial Informatics14 citations
Semantic Scholar
Adaptive Complex Wavelet Informed Transformer Operator
Xiao-Tong Li, Li-Cheng Jiao, Fang Liu, Shu-Yuan Yang +4 more
2025IEEE transactions on multimedia14 citations
Semantic Scholar
Remote Sensing Video Tracking: Current Status, Challenges, and Future
Fang Liu, Jiahao Wang, Li-Cheng Jiao, Jie Zhang +13 more
2025IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing14 citations Open access
Semantic Scholar
Knowledge-Aware Geometric Contourlet Semantic Learning for Hyperspectral Image Classification
Xueli Geng, Ling-Ling Li, Li-Cheng Jiao, Xu Liu +2 more
2025IEEE transactions on circuits and systems for video technology (Print)14 citations
Semantic Scholar
Cross-sensor contrastive learning-based pre-training for machinery fault diagnosis under sample-limited conditions
Hao Hu, Yue Ma, Ruo-Xue Li, Zhi-Xi Feng +3 more
2025Knowledge-Based Systems14 citations
Semantic Scholar
Unsupervised Contrastive Learning-Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis
Qiang Wu, Yue Ma, Zhi-Xi Feng, Shu-Yuan Yang +1 more
2025IEEE Sensors Journal14 citations
Semantic Scholar
A Category-Aware Curriculum Learning for Data-Free Knowledge Distillation
Xiufang Li, Li-Cheng Jiao, Qi-Gong Sun, Fang Liu +4 more
2024IEEE transactions on multimedia14 citations
Semantic Scholar
A Generative Self-Supervised Framework for Cognitive Radio Leveraging Time-Frequency Features and Attention-Based Fusion
Shuai Chen, Zhi-Xi Feng, Shu-Yuan Yang, Yue Ma +2 more
2025IEEE Transactions on Wireless Communications13 citations
Semantic Scholar
A match made in consistency heaven: when large language models meet evolutionary algorithms
Chao Wang, Jia-Xuan Zhao, Li-Cheng Jiao, Ling-Ling Li +2 more
2024arXiv.org13 citations
Semantic Scholar
Texture-Content Dual Guided Network for Visible and Infrared Image Fusion
Kai Zhang, Lu-Dan Sun, Jun Yan, Wen-Bo Wan +3 more
2025IEEE transactions on multimedia12 citations
Semantic Scholar
Dual-Semantic Graph Convolution Network for Hyperspectral Image Classification With Few Labeled Samples
Guangying Xu, Shu-Yuan Yang, Zhi-Xi Feng
2025IEEE Transactions on Geoscience and Remote Sensing12 citations
Semantic Scholar
Unveiling and Mitigating Generalized Biases of DNNs Through the Intrinsic Dimensions of Perceptual Manifolds
Yanbiao Ma, Licheng Jiao, Fang Liu, Ling-Ling Li +4 more
2024IEEE Transactions on Pattern Analysis and Machine Intelligence11 citations Open access
Semantic Scholar
RadioLLM: Introducing Large Language Model into Cognitive Radio via Hybrid Prompt and Token Reprogrammings
Shuai Chen, Yong Zu, Zhi-Xi Feng, Shu-Yuan Yang +6 more
2025arXiv.org10 citations
Semantic Scholar
RRSECS: Referring remote sensing expression comprehension and segmentation
Xiaoqiang Lu, Long Sun, Ling-Ling Li, Li-Cheng Jiao +7 more
2025IEEE Geoscience and Remote Sensing Magazine10 citations
Semantic Scholar
Negative Class Guided Spatial Consistency Network for Sparsely Supervised Semantic Segmentation of Remote Sensing Images
Chen Yang, Jun-Xiao Wang, Huixiao Meng, Shu-Yuan Yang +1 more
2025IEEE transactions on circuits and systems for video technology (Print)9 citations
Semantic Scholar
CrackVisionX: A Fine-Tuned Framework for Efficient Binary Concrete Crack Detection
Abdulrahman A. Alkannad, Ahmad AL Smadi, Moeen Al-Makhlafi, Shu-Yuan Yang +1 more
2025IEEE transactions on intelligent transportation systems (Print)8 citations
Semantic Scholar
Fine-Grained Open Set Signal Modulation Classification via Self-Supervised Pre-Training
Zhi-Xi Feng, Hongze Pei, Shu-Yuan Yang, Chen Yang
2025IEEE Transactions on Cognitive Communications and Networking7 citations
Semantic Scholar
SSME: A Semi-Supervised Specific Emitter Identification Method With Manifold Enhancement
Hanlin Wang, Shu-Yuan Yang, Zhi-Xi Feng
2025IEEE Transactions on Information Forensics and Security6 citations
Semantic Scholar
DAE-GSP: Discriminative Autoencoder With Gaussian Selective Patch for Multimodal Remote Sensing Image Classification
Mengchang Li, Zhi-Xi Feng, Shu-Yuan Yang, Yue Ma +4 more
2025IEEE Transactions on Geoscience and Remote Sensing6 citations
Semantic Scholar
GASC-Net: A Geospatial information-assisted network for ship classification
Quan-Wei Gao, Zhi-Xi Feng, Shu-Yuan Yang, Zhi-Hao Chang +1 more
2025Pattern Recognition6 citations
Semantic Scholar
PVUW 2025 Challenge Report: Advances in Pixel-Level Understanding of Complex Videos in the Wild
Henghui Ding, Chang Liu, Nikhila Ravi, Shuting He +32 more
20252025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)6 citations
Semantic Scholar
OT-AD: Optimal Transport-Guided Transformer for Hyperspectral Anomaly Detection
Mengjiao Wang, Ling-Ling Li, Li-Cheng Jiao, Xu Liu +3 more
2026IEEE Transactions on Geoscience and Remote Sensing5 citations
Semantic Scholar
A 3D Self-Awareness Diffusion Network for Multimodal Classification
Meng-Ru Ma, Wen-Ping Ma, Li-Cheng Jiao, Ling-Ling Li +4 more
2025IEEE transactions on multimedia5 citations
Semantic Scholar
Uncertainty Guided Progressive Few-Shot Learning Perception for Aerial View Synthesis
Zihan Gao, Ling-Ling Li, Xu Liu, Li-Cheng Jiao +2 more
2025IEEE transactions on multimedia5 citations
Semantic Scholar
Hierarchical Dynamic Graph Clustering Network
Jie Chen, Li-Cheng Jiao, Xu Liu, Ling-Ling Li +4 more
2024IEEE Transactions on Knowledge and Data Engineering5 citations
Semantic Scholar
Task-free Adaptive Meta Black-box Optimization
Chao Wang, Li-Cheng Jiao, Ling-Ling Li, Jia-Xuan Zhao +3 more
2026arXiv.org4 citations
Semantic Scholar
Complex Dual-Tree Pyramid Scattering Transformer
Xiao-Tong Li, Li-Cheng Jiao, Ling-Ling Li, Fang Liu +4 more
2025IEEE Transactions on Neural Networks and Learning Systems4 citations
Semantic Scholar
Hybrid-View Self-Supervised Framework for Automatic Modulation Recognition
Youquan Fu, Yue Ma, Zhi-Xi Feng, Shu-Yuan Yang +1 more
2025IEEE Internet of Things Journal4 citations
Semantic Scholar
Contour Knowledge-Aware Perception Learning for Semantic Segmentation
Chao You, Li-Cheng Jiao, Ling-Ling Li, Xu Liu +3 more
2025IEEE transactions on circuits and systems for video technology (Print)4 citations
Semantic Scholar
PIMamba: Physics-Informed Mamba for Few-Shot Hyperspectral Image Classification
Junpei Zhang, Ling-Ling Li, Li-Cheng Jiao, Xu Liu +4 more
2026IEEE Transactions on Geoscience and Remote Sensing3 citations
Semantic Scholar
A consistency regularization training method for automatic modulation classification under incomplete information
Chen Yang, Yuanfeng Wu, Shuai Xiong, Jun-Xiao Wang +4 more
2025Pattern Recognition3 citations
Semantic Scholar
Cross-Scene Hyperspectral Image Classification Network With Dynamic Perturbation and Self-Knowledge Distillation
Yu Hong, Zhi-Xi Feng, Shu-Yuan Yang, Zhi-Hao Chang
2025IEEE Transactions on Geoscience and Remote Sensing3 citations
Semantic Scholar
Causality-inspired learning semantic segmentation in unseen domain
Pei He, Ling-Ling Li, Li-Cheng Jiao, Xu Liu +5 more
2025Pattern Recognition3 citations
Semantic Scholar
Dual Causal-Aware Detection Transformer for Remote Sensing Images
Yu-Han Wang, Ling-Ling Li, Xu Liu, Li-Cheng Jiao +4 more
2025IEEE Transactions on Geoscience and Remote Sensing3 citations
Semantic Scholar
Multi-Node Small Radar Network Deployment Optimization in 3D Terrain
Zhiyi Wang, Min Wang, Xinghui Wu, Shu-Yuan Yang
2025Italian National Conference on Sensors3 citations Open access
Semantic Scholar
Fast and Effective: Progressive Hierarchical Fusion Classification for Remote Sensing Images
Xueli Geng, Li-Cheng Jiao, Ling-Ling Li, Xu Liu +2 more
2024IEEE transactions on multimedia3 citations
Semantic Scholar
A Multiscale Vision–Text Collaborative Dual Encoder for Referring RS Image Segmentation
Jingwen Zhang, Ling-Ling Li, Li-Cheng Jiao, Xu Liu +3 more
2026IEEE Transactions on Geoscience and Remote Sensing2 citations
Semantic Scholar