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2020 – today
- 2026
[j26]Zhixiong Yang
, Jingyuan Xia, Shengxi Li, Lingyu Zheng, Shuanghui Zhang, Li Liu, Yaowen Fu, Yongxiang Liu:
Band-Kernel Stochastic Learning for Unsupervised Blind Hyperspectral Image Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 48(8): 9895-9913 (2026)- [j25]Zhixiong Yang, Jingyuan Xia, Shuanghui Zhang, Li Liu, Yaowen Fu, Yongxiang Liu:
A Learning-Aided Unsupervised Method for Sparse Aperture ISAR Imaging and Autofocusing. IEEE Trans. Aerosp. Electron. Syst. 62: 350-367 (2026) - [j24]Chen Wu, Ling Wang, Zhuoran Zheng, Weidong Jiang, Yuning Cui, Jingyuan Xia:
Ultra-High-Definition Image Restoration via High-Frequency Enhanced Transformer. IEEE Trans. Circuits Syst. Video Technol. 36(4): 4330-4342 (2026) - [c14]Huaizhang Liao, Zhixiong Yang, Jingyuan Xia, Yuheng Sun, Yue Zhang, Shengxi Li, Yongxiang Liu:
Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception. AAAI 2026: 23460-23468 - [c13]Chen Wu, Ling Wang, Zhuoran Zheng, Xiangyu Chen, Jingyuan Xia, Weidong Jiang, Jiantao Zhou:
Interactive State Space Model with Cross-Modal Local Scanning for Depth Super-Resolution. ISCAS 2026: 2609-2613 - [i15]Chen Wu, Ling Wang, Zhuoran Zheng, Yuning Cui, Zhixiong Yang, Xiangyu Chen, Yue Zhang, Weidong Jiang, Jingyuan Xia:
Scan Clusters, Not Pixels: A Cluster-Centric Paradigm for Efficient Ultra-high-definition Image Restoration. CoRR abs/2602.21917 (2026) - [i14]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:
The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report. CoRR abs/2604.03198 (2026) - [i13]Jingyuan Xia, Ruikang Hu, Ye Li, Zhixiong Yang, Xu Lan, Zhejun Lu:
Unlocking Optical Prior: Spectrum-Guided Knowledge Transfer for SAR Generalized Category Discovery. CoRR abs/2604.22174 (2026) - [i12]Chen Wu, Ling Wang, Zhuoran Zheng, Xiangyu Chen, Jingyuan Xia, Weidong Jiang, Jiantao Zhou:
Interactive State Space Model with Cross-Modal Local Scanning for Depth Super-Resolution. CoRR abs/2605.11934 (2026) - [i11]Xinghua Huang, Zhixiong Yang, Chen Wu, Shengxi Li, Shuaifeng Zhi, Yue Zhang, Qibin Hou, Xin Deng, Jingyuan Xia:
Degradation Frequency Curve: An Explicit Frequency-Quantified Representation for All-in-One Image Restoration. CoRR abs/2605.17506 (2026) - [i10]Chenxu Wang, Yuxuan Li, Yunheng Li, Xiang Li, Jingyuan Xia, Qibin Hou:
SLIP-RS: Structured-Attribute Language-Image Pre-Training for Remote Sensing Object Detection. CoRR abs/2605.23144 (2026) - [i9]Shengxi Li, Zhaokun Hu, Ce Zheng, Mai Xu, Jingyuan Xia, Si Liu:
CoFi-UCGen: Coarse-to-Fine Unsupervised Conditional Generation without Label Priors. CoRR abs/2606.05652 (2026) - 2025
- [j23]Ye Li, Jingyuan Xia, Huaizhang Liao, Xu Lan, Weidong Jiang:
The SIFT based two-stage STC decoupled learning method for long-tailed SAR target recognition. Neurocomputing 633: 129747 (2025) - [j22]Ruikang Hu, Huangxing Lin, Zhejun Lu, Jingyuan Xia:
Despeckling Representation for Data-Efficient SAR Ship Detection. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j21]Yuxin Zhao, Huaizhang Liao, Derong Kong, Zhixiong Yang, Jingyuan Xia:
SAIG: Semantic-Aware ISAR Generation via Component-Level Semantic Segmentation. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j20]Lingyu Zheng, Zhixiong Yang, Tong Qiu, Jingyuan Xia:
SAKE: Unsupervised HSI Super-Resolution via Adaptive Kernel Estimation and Reconstruction. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j19]Xin Deng, Chenxiao Zhang, Lai Jiang, Jingyuan Xia, Mai Xu:
DeepSN-Net: Deep Semi-Smooth Newton Driven Network for Blind Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2632-2646 (2025) - [j18]Yifan Zhang, Xunzhang Gao, Jingyuan Xia, Weijie Li, Shuanghui Zhang, Li Liu, Xiang Li:
ASC-SepNet: Enhancing Robust SAR Ground Target Recognition via Attribute Scattering Center and Separability Dual-Driven Learning. IEEE Trans. Aerosp. Electron. Syst. 61(5): 11308-11324 (2025) - [j17]Huangxing Lin, Yunlong Lin, Jingyuan Xia, Linyu Fan, Feifei Li, Yingying Wang, Xinghao Ding:
Fusion2Void: Unsupervised Multi-Focus Image Fusion Based on Image Inpainting. IEEE Trans. Circuits Syst. Video Technol. 35(4): 3328-3341 (2025) - [j16]Zixuan Sun, Shuaifeng Zhi, Ruize Li, Jingyuan Xia, Yongxiang Liu, Weidong Jiang:
GDROS: A Geometry-Guided Dense Registration Framework for Optical-SAR Images Under Large Geometric Transformations. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j15]Mai Xu, Xiancheng Sun, Shengxi Li, Lai Jiang, Jingyuan Xia, Xin Deng:
Spherical Patch Generative Adversarial Net for Unconditional Panoramic Image Generation. IEEE Trans. Image Process. 34: 3833-3848 (2025) - [c12]Derong Kong, Huaizhang Liao, Jingyuan Xia:
A Cross-Modal Multi-Attitude Framework for the Generation of Space Target ISAR Images. ICASSP 2025: 1-5 - [c11]Xiancheng Sun, Senmao Ma, Shengxi Li, Mai Xu, Jingyuan Xia, Lai Jiang, Xin Deng, Jiali Wang:
Spherical-Nested Diffusion Model for Panoramic Image Outpainting. ICML 2025 - [c10]Jingyuan Xia, Zecai Lin, Junling Yang, Guang-Zhong Yang, Anzhu Gao:
Real-time Distributed Force Sensing-Based Position Feedback Control for Fiber-Driven Miniaturized Continuum Robots. IROS 2025: 9341-9347 - [c9]Derong Kong, Zhixiong Yang, Shengxi Li, Shuaifeng Zhi, Li Liu, Zhen Liu, Jingyuan Xia:
Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement. NeurIPS 2025 - [c8]Xiaotong Qin, Cheng Zhou, Jingyuan Xia, Zheng Xu, Anzhu Gao:
Modeling and Control of Miniature Light-Driven Parallel Continuum Robots for Micro Motions. ROBIO 2025: 178-183 - [i8]Zixuan Sun, Shuaifeng Zhi, Ruize Li, Jingyuan Xia, Yongxiang Liu, Weidong Jiang:
GDROS: A Geometry-Guided Dense Registration Framework for Optical-SAR Images under Large Geometric Transformations. CoRR abs/2511.00598 (2025) - [i7]Derong Kong, Zhixiong Yang, Shengxi Li, Shuaifeng Zhi, Li Liu, Zhen Liu, Jingyuan Xia:
Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement. CoRR abs/2511.01510 (2025) - [i6]Zifu Zhang, Shengxi Li, Xiancheng Sun, Mai Xu, Zhengyuan Liu, Jingyuan Xia:
Machines Serve Human: A Novel Variable Human-machine Collaborative Compression Framework. CoRR abs/2511.08915 (2025) - 2024
- [j14]Zhichao Meng, Xiaoqiang Du, Jingyuan Xia, Zenghong Ma, Tianxue Zhang:
Real-time statistical algorithm for cherry tomatoes with different ripeness based on depth information mapping. Comput. Electron. Agric. 220: 108900 (2024) - [j13]Mingyao Chen, Jingyuan Xia, Tianpeng Liu, Li Liu:
An Integrated Network for SA-ISAR Image Processing With Adaptive Denoising and Super-Resolution Modules. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j12]Zhixiong Yang, Jingyuan Xia, Shengxi Li, Wende Liu, Shuaifeng Zhi, Shuanghui Zhang, Li Liu, Yaowen Fu, Deniz Gündüz:
Meta-learning based blind image super-resolution approach to different degradations. Neural Networks 178: 106429 (2024) - [j11]Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li:
Blind Super-Resolution via Meta-Learning and Markov Chain Monte Carlo Simulation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8139-8156 (2024) - [j10]Mingyao Chen, Jingyuan Xia, Tianpeng Liu, Li Liu, Yongxiang Liu:
Open Set Recognition and Category Discovery Framework for SAR Target Classification Based on K-Contrast Loss and Deep Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 3489-3501 (2024) - [j9]Huaizhang Liao, Jingyuan Xia, Zhixiong Yang, Fulin Pan, Zhen Liu, Yongxiang Liu:
Meta-Learning Based Domain Prior With Application to Optical-ISAR Image Translation. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7041-7056 (2024) - [c7]Zhixiong Yang, Jingyuan Xia, Shengxi Li, Xinghua Huang, Shuanghui Zhang, Zhen Liu, Yaowen Fu, Yongxiang Liu:
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution. CVPR 2024: 26046-26056 - [c6]Jun-Jie Huang, Tianrui Liu, Jingyuan Xia, Meng Wang, Pier Luigi Dragotti:
DURRNET: Deep Unfolded Single Image Reflection Removal Network with Joint Prior. ICASSP 2024: 5235-5239 - [c5]Jingyuan Xia, Zecai Lin, Xiaojie Ai, Guangjun Yu, Anzhu Gao:
External Interaction Estimation of 6-PSS Parallel Robots with Embodied Mechanical Intelligence. IROS 2024: 1376-1381 - [i5]Bowen Peng, Bo Peng, Jingyuan Xia, Tianpeng Liu, Yongxiang Liu, Li Liu:
Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR. CoRR abs/2401.17038 (2024) - [i4]Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li:
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation. CoRR abs/2406.08896 (2024) - 2023
- [j8]Yifan Zhang, Jingyuan Xia, Xunzhang Gao, Lingyan Xue, Xinyu Zhang, Xiang Li:
SM-CNN: Separability Measure-Based CNN for SAR Target Recognition. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j7]Miaomiao Li, Jingyuan Xia, Huiying Xu, Qing Liao, Xinzhong Zhu, Xinwang Liu:
Localized Incomplete Multiple Kernel k-Means With Matrix-Induced Regularization. IEEE Trans. Cybern. 53(6): 3479-3492 (2023) - [j6]Jingyuan Xia, Shengxi Li, Junjie Huang, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz:
Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization. IEEE Trans. Neural Networks Learn. Syst. 34(9): 5366-5380 (2023) - [c4]Jingyuan Xia, Zecai Lin, Huanghua Liu, Anzhu Gao:
A Six-Dof Parallel Robot-Assisted Dispensing Platform with Visual Servoing and Force Sensing for Accurate Needle Positioning and Mass Control. ICIRA (1) 2023: 244-255 - [c3]Zhixiong Yang, Jingyuan Xia, Tong Qiu, Huaizhang Liao, Deniz Gündüz:
A Meta-Learning based Gradient Descent Algorithm for MU-MIMO Beamforming. WCSP 2023: 1027-1031 - 2022
- [j5]Bowen Peng, Bo Peng, Jie Zhou, Jingyuan Xia, Li Liu:
Speckle-Variant Attack: Toward Transferable Adversarial Attack to SAR Target Recognition. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j4]Zhixiong Yang, Jingyuan Xia, Junshan Luo, Shuanghui Zhang, Deniz Gündüz:
A Learning-Aided Flexible Gradient Descent Approach to MISO Beamforming. IEEE Wirel. Commun. Lett. 11(9): 1895-1899 (2022) - 2021
- [j3]Xinwang Liu, Miaomiao Li, Chang Tang, Jingyuan Xia, Jian Xiong, Li Liu, Marius Kloft, En Zhu:
Efficient and Effective Regularized Incomplete Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 43(8): 2634-2646 (2021) - [c2]Jingyuan Xia, Deniz Gündüz:
Meta-learning Based Beamforming Design for MISO Downlink. ISIT 2021: 2954-2959 - [i3]Jingyuan Xia, Deniz Gündüz:
Meta-learning Based Beamforming Design for MISO Downlink. CoRR abs/2103.11978 (2021) - 2020
- [j2]Sihang Zhou, En Zhu, Xinwang Liu, Tianming Zheng, Qiang Liu, Jingyuan Xia, Jianping Yin:
Subspace segmentation-based robust multiple kernel clustering. Inf. Fusion 53: 145-154 (2020) - [j1]Chang Tang, Xinwang Liu, Xinzhong Zhu, Jian Xiong, Miaomiao Li, Jingyuan Xia, Xiangke Wang, Lizhe Wang:
Feature Selective Projection with Low-Rank Embedding and Dual Laplacian Regularization. IEEE Trans. Knowl. Data Eng. 32(9): 1747-1760 (2020) - [i2]Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad M. Jaimoukha, Xinwang Liu:
Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible. CoRR abs/2009.04899 (2020)
2010 – 2019
- 2019
- [c1]Siwei Wang, Xinwang Liu, En Zhu, Chang Tang, Jiyuan Liu, Jingtao Hu, Jingyuan Xia, Jianping Yin:
Multi-view Clustering via Late Fusion Alignment Maximization. IJCAI 2019: 3778-3784 - 2018
- [i1]Jingyuan Xia, Wei Dai, John Polak, Michel Bierlaire:
Dimension Reduction for Origin-Destination Flow Estimation: Blind Estimation Made Possible. CoRR abs/1810.06077 (2018)
Coauthor Index
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