Jingyuan Xia

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Target Recognition

Monte Carlo Simulation

Convex Optimization

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Cybern.

Publications

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 (2024)
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 (2024)
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 (2024)
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) (2024)
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 (2024)
Bowen Peng, Bo Peng, Jingyuan Xia, Tianpeng Liu, Yongxiang Liu, Li Liu
Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR. CoRR (2024)
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 (2024)
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)
Zhixiong Yang, Jingyuan Xia, Tong Qiu, Huaizhang Liao, Deniz Gündüz
A Meta-Learning based Gradient Descent Algorithm for MU-MIMO Beamforming. WCSP (2023)
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) (2023)
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 (2023)
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) (2023)
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)
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 (2022)
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) (2022)
Jingyuan Xia, Deniz Gündüz
Meta-learning Based Beamforming Design for MISO Downlink. CoRR (2021)
Jingyuan Xia, Deniz Gündüz
Meta-learning Based Beamforming Design for MISO Downlink. ISIT (2021)
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) (2021)
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) (2020)
Sihang Zhou, En Zhu, Xinwang Liu, Tianming Zheng, Qiang Liu, Jingyuan Xia, Jianping Yin
Subspace segmentation-based robust multiple kernel clustering. Inf. Fusion 53 (2020)
Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad Jaimoukha, Xinwang Liu
Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible. CoRR (2020)
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)
Jingyuan Xia, Wei Dai, John Polak, Michel Bierlaire
Dimension Reduction for Origin-Destination Flow Estimation: Blind Estimation Made Possible. CoRR (2018)