Jingyuan Xia

According to our database, Jingyuan Xia authored at least 45 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Ultra-High-Definition Image Restoration via High-Frequency Enhanced Transformer.

Chen Wu, Ling Wang, Zhuoran Zheng, Weidong Jiang, Yuning Cui, Jingyuan Xia

IEEE Trans. Circuits Syst. Video Technol., April, 2026

Unlocking Optical Prior: Spectrum-Guided Knowledge Transfer for SAR Generalized Category Discovery.

Jingyuan Xia, Ruikang Hu, Ye Li, Zhixiong Yang, Xu Lan, Zhejun Lu

CoRR, April, 2026

The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report.

Bin Ren, Hang Guo, Yan Shu, Jiaqi Ma, Ziteng Cui, Shuhong Liu, Guofeng Mei, Lei Sun, Zongwei Wu, Fahad Shahbaz Khan, Salman Khan, Radu Timofte, Yawei Li, Hongyuan Yu, Pufan Xu, Chen Wu, Long Peng, Jiaojiao Yi, Siyang Yi, Yuning Cui, Jingyuan Xia, Xing Mou, Keji He, Jinlin Wu, Zongang Gao, Sen Yang, Rui Zheng, Fengguo Li, Yecheng Lei, Wenkai Min, Jie Liu, Keye Cao, Shubham Sharma, Manish Prasad, Haobo Li, Matin Fazel, Abdelhak Bentaleb, Rui Chen, Shurui Shi, Zitao Dai, Qingliang Liu, Yang Cheng, Jing Hu, Xuan Zhang, Rui Ding, Tingyi Zhang, Hui Deng, Mengyang Wang, Fulin Liu, Jing Wei, Qian Wang, Hongying Liu, Mingyang Li, Guanglu Dong, Zheng Yang, Chao Ren, Hongbo Fang, Lingxuan Li, Lin Si, Pan Gao, Moncef Gabbouj, Watchara Ruangsang, Supavadee Aramvith

CoRR, April, 2026

Scan Clusters, Not Pixels: A Cluster-Centric Paradigm for Efficient Ultra-high-definition Image Restoration.

Chen Wu, Ling Wang, Zhuoran Zheng, Yuning Cui, Zhixiong Yang, Xiangyu Chen, Yue Zhang, Weidong Jiang, Jingyuan Xia

CoRR, February, 2026

A Learning-Aided Unsupervised Method for Sparse Aperture ISAR Imaging and Autofocusing.

Zhixiong Yang, Jingyuan Xia, Shuanghui Zhang, Li Liu, Yaowen Fu, Yongxiang Liu

IEEE Trans. Aerosp. Electron. Syst., 2026

Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception.

Huaizhang Liao, Zhixiong Yang, Jingyuan Xia, Yuheng Sun, Yue Zhang, Shengxi Li, Yongxiang Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Machines Serve Human: A Novel Variable Human-machine Collaborative Compression Framework.

Zifu Zhang, Shengxi Li, Xiancheng Sun, Mai Xu, Zhengyuan Liu, Jingyuan Xia

CoRR, November, 2025

Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement.

Derong Kong, Zhixiong Yang, Shengxi Li, Shuaifeng Zhi, Li Liu, Zhen Liu, Jingyuan Xia

CoRR, November, 2025

ASC-SepNet: Enhancing Robust SAR Ground Target Recognition via Attribute Scattering Center and Separability Dual-Driven Learning.

Yifan Zhang, Xunzhang Gao, Jingyuan Xia, Weijie Li, Shuanghui Zhang, Li Liu, Xiang Li

IEEE Trans. Aerosp. Electron. Syst., October, 2025

Fusion2Void: Unsupervised Multi-Focus Image Fusion Based on Image Inpainting.

Huangxing Lin, Yunlong Lin, Jingyuan Xia, Linyu Fan, Feifei Li, Yingying Wang, Xinghao Ding

IEEE Trans. Circuits Syst. Video Technol., April, 2025

DeepSN-Net: Deep Semi-Smooth Newton Driven Network for Blind Image Restoration.

Xin Deng, Chenxiao Zhang, Lai Jiang, Jingyuan Xia, Mai Xu

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Spherical Patch Generative Adversarial Net for Unconditional Panoramic Image Generation.

Mai Xu, Xiancheng Sun, Shengxi Li, Lai Jiang, Jingyuan Xia, Xin Deng

IEEE Trans. Image Process., 2025

GDROS: A Geometry-Guided Dense Registration Framework for Optical-SAR Images Under Large Geometric Transformations.

Zixuan Sun, Shuaifeng Zhi, Ruize Li, Jingyuan Xia, Yongxiang Liu, Weidong Jiang

IEEE Trans. Geosci. Remote. Sens., 2025

SAKE: Unsupervised HSI Super-Resolution via Adaptive Kernel Estimation and Reconstruction.

Lingyu Zheng, Zhixiong Yang, Tong Qiu, Jingyuan Xia

IEEE Geosci. Remote. Sens. Lett., 2025

SAIG: Semantic-Aware ISAR Generation via Component-Level Semantic Segmentation.

Yuxin Zhao, Huaizhang Liao, Derong Kong, Zhixiong Yang, Jingyuan Xia

IEEE Geosci. Remote. Sens. Lett., 2025

Despeckling Representation for Data-Efficient SAR Ship Detection.

Ruikang Hu, Huangxing Lin, Zhejun Lu, Jingyuan Xia

IEEE Geosci. Remote. Sens. Lett., 2025

The SIFT based two-stage STC decoupled learning method for long-tailed SAR target recognition.

Ye Li, Jingyuan Xia, Huaizhang Liao, Xu Lan, Weidong Jiang

Neurocomputing, 2025

Modeling and Control of Miniature Light-Driven Parallel Continuum Robots for Micro Motions.

Xiaotong Qin, Cheng Zhou, Jingyuan Xia, Zheng Xu, Anzhu Gao

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2025

Real-time Distributed Force Sensing-Based Position Feedback Control for Fiber-Driven Miniaturized Continuum Robots.

Jingyuan Xia, Zecai Lin, Junling Yang, Guang-Zhong Yang, Anzhu Gao

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Spherical-Nested Diffusion Model for Panoramic Image Outpainting.

Xiancheng Sun, Senmao Ma, Shengxi Li, Mai Xu, Jingyuan Xia, Lai Jiang, Xin Deng, Jiali Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

A Cross-Modal Multi-Attitude Framework for the Generation of Space Target ISAR Images.

Derong Kong, Huaizhang Liao, Jingyuan Xia

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Blind Super-Resolution via Meta-Learning and Markov Chain Monte Carlo Simulation.

Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Meta-Learning Based Domain Prior With Application to Optical-ISAR Image Translation.

Huaizhang Liao, Jingyuan Xia, Zhixiong Yang, Fulin Pan, Zhen Liu, Yongxiang Liu

IEEE Trans. Circuits Syst. Video Technol., August, 2024

Open Set Recognition and Category Discovery Framework for SAR Target Classification Based on K-Contrast Loss and Deep Clustering.

Mingyao Chen, Jingyuan Xia, Tianpeng Liu, Li Liu, Yongxiang Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Meta-learning based blind image super-resolution approach to different degradations.

Zhixiong Yang, Jingyuan Xia, Shengxi Li, Wende Liu, Shuaifeng Zhi, Shuanghui Zhang, Li Liu, Yaowen Fu, Deniz Gündüz

Neural Networks, 2024

An Integrated Network for SA-ISAR Image Processing With Adaptive Denoising and Super-Resolution Modules.

Mingyao Chen, Jingyuan Xia, Tianpeng Liu, Li Liu

IEEE Geosci. Remote. Sens. Lett., 2024

Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR.

Bowen Peng, Bo Peng, Jingyuan Xia, Tianpeng Liu, Yongxiang Liu, Li Liu

CoRR, 2024

Real-time statistical algorithm for cherry tomatoes with different ripeness based on depth information mapping.

Zhichao Meng, Xiaoqiang Du, Jingyuan Xia, Zenghong Ma, Tianxue Zhang

Comput. Electron. Agric., 2024

External Interaction Estimation of 6-PSS Parallel Robots with Embodied Mechanical Intelligence.

Jingyuan Xia, Zecai Lin, Xiaojie Ai, Guangjun Yu, Anzhu Gao

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

DURRNET: Deep Unfolded Single Image Reflection Removal Network with Joint Prior.

Jun-Jie Huang, Tianrui Liu, Jingyuan Xia, Meng Wang, Pier Luigi Dragotti

Proceedings of the IEEE International Conference on Acoustics, 2024

A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution.

Zhixiong Yang, Jingyuan Xia, Shengxi Li, Xinghua Huang, Shuanghui Zhang, Zhen Liu, Yaowen Fu, Yongxiang Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization.

Jingyuan Xia, Shengxi Li, Junjie Huang, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Localized Incomplete Multiple Kernel k-Means With Matrix-Induced Regularization.

Miaomiao Li, Jingyuan Xia, Huiying Xu, Qing Liao, Xinzhong Zhu, Xinwang Liu

IEEE Trans. Cybern., June, 2023

SM-CNN: Separability Measure-Based CNN for SAR Target Recognition.

Yifan Zhang, Jingyuan Xia, Xunzhang Gao, Lingyan Xue, Xinyu Zhang, Xiang Li

IEEE Geosci. Remote. Sens. Lett., 2023

A Meta-Learning based Gradient Descent Algorithm for MU-MIMO Beamforming.

Zhixiong Yang, Jingyuan Xia, Tong Qiu, Huaizhang Liao, Deniz Gündüz

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

A Six-Dof Parallel Robot-Assisted Dispensing Platform with Visual Servoing and Force Sensing for Accurate Needle Positioning and Mass Control.

Jingyuan Xia, Zecai Lin, Huanghua Liu, Anzhu Gao

Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023

2022

A Learning-Aided Flexible Gradient Descent Approach to MISO Beamforming.

Zhixiong Yang, Jingyuan Xia, Junshan Luo, Shuanghui Zhang, Deniz Gündüz

IEEE Wirel. Commun. Lett., 2022

Speckle-Variant Attack: Toward Transferable Adversarial Attack to SAR Target Recognition.

Bowen Peng, Bo Peng, Jie Zhou, Jingyuan Xia, Li Liu

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Efficient and Effective Regularized Incomplete Multi-View Clustering.

Xinwang Liu, Miaomiao Li, Chang Tang, Jingyuan Xia, Jian Xiong, Li Liu, Marius Kloft, En Zhu

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Meta-learning Based Beamforming Design for MISO Downlink.

Jingyuan Xia, Deniz Gündüz

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Feature Selective Projection with Low-Rank Embedding and Dual Laplacian Regularization.

Chang Tang, Xinwang Liu, Xinzhong Zhu, Jian Xiong, Miaomiao Li, Jingyuan Xia, Xiangke Wang, Lizhe Wang

IEEE Trans. Knowl. Data Eng., 2020

Subspace segmentation-based robust multiple kernel clustering.

Sihang Zhou, En Zhu, Xinwang Liu, Tianming Zheng, Qiang Liu, Jingyuan Xia, Jianping Yin

Inf. Fusion, 2020

Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible.

Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad M. Jaimoukha, Xinwang Liu

CoRR, 2020

2019

Multi-view Clustering via Late Fusion Alignment Maximization.

Siwei Wang, Xinwang Liu, En Zhu, Chang Tang, Jiyuan Liu, Jingtao Hu, Jingyuan Xia, Jianping Yin

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Dimension Reduction for Origin-Destination Flow Estimation: Blind Estimation Made Possible.

Jingyuan Xia, Wei Dai, John Polak, Michel Bierlaire

CoRR, 2018