Dimension Reduction for Origin-Destination Flow Estimation: Blind Estimation Made Possible. - Jingyuan Xia; Wei Dai; John Polak; Michel Bierlaire (CoRR, 2018)

Multi-view Clustering via Late Fusion Alignment Maximization. - Siwei Wang 001; Xinwang Liu 002; En Zhu; Chang Tang; Jiyuan Liu 003; Jingtao Hu; Jingyuan Xia; Jianping Yin (IJCAI, 2019)

Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible. - Jingyuan Xia; Shengxi Li; Jun-Jie Huang 001; Imad M. Jaimoukha; Xinwang Liu 002 (CoRR, 2020)

Subspace segmentation-based robust multiple kernel clustering. - Sihang Zhou 001; En Zhu; Xinwang Liu 002; Tianming Zheng; Qiang Liu 004; Jingyuan Xia; Jianping Yin (Inf. Fusion, 2020)

Feature Selective Projection with Low-Rank Embedding and Dual Laplacian Regularization. - Chang Tang; Xinwang Liu 002; Xinzhong Zhu; Jian Xiong 002; Miaomiao Li 001; Jingyuan Xia; Xiangke Wang; Lizhe Wang 001 (IEEE Trans. Knowl. Data Eng., 2020)

Meta-learning Based Beamforming Design for MISO Downlink. - Jingyuan Xia; Deniz Gündüz (ISIT, 2021)

Efficient and Effective Regularized Incomplete Multi-View Clustering. - Xinwang Liu 002; Miaomiao Li 001; Chang Tang; Jingyuan Xia; Jian Xiong 002; Li Liu 002; Marius Kloft; En Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Speckle-Variant Attack: Toward Transferable Adversarial Attack to SAR Target Recognition. - Bowen Peng; Bo Peng; Jie Zhou 031; Jingyuan Xia; Li Liu 002 (IEEE Geosci. Remote. Sens. Lett., 2022)

A Learning-Aided Flexible Gradient Descent Approach to MISO Beamforming. - Zhixiong Yang 001; Jingyuan Xia; Junshan Luo; Shuanghui Zhang; Deniz Gündüz (IEEE Wirel. Commun. Lett., 2022)

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 (ICIRA (1), 2023)

A Meta-Learning based Gradient Descent Algorithm for MU-MIMO Beamforming. - Zhixiong Yang 001; Jingyuan Xia; Tong Qiu; Huaizhang Liao; Deniz Gündüz (WCSP, 2023)

SM-CNN: Separability Measure-Based CNN for SAR Target Recognition. - Yifan Zhang; Jingyuan Xia; Xunzhang Gao; Lingyan Xue; Xinyu Zhang 010; Xiang Li 014 (IEEE Geosci. Remote. Sens. Lett., 2023)

Localized Incomplete Multiple Kernel k-Means With Matrix-Induced Regularization. - Miaomiao Li 001; Jingyuan Xia; Huiying Xu; Qing Liao 001; Xinzhong Zhu; Xinwang Liu 002 (IEEE Trans. Cybern., 2023)

Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization. - Jingyuan Xia; Shengxi Li; Junjie Huang 001; Zhixiong Yang 001; Imad M. Jaimoukha; Deniz Gündüz (IEEE Trans. Neural Networks Learn. Syst., 2023)

A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution. - Zhixiong Yang 001; Jingyuan Xia; Shengxi Li; Xinghua Huang; Shuanghui Zhang; Zhen Liu 004; Yaowen Fu; Yongxiang Liu (CVPR, 2024)

DURRNET: Deep Unfolded Single Image Reflection Removal Network with Joint Prior. - Jun-Jie Huang 001; Tianrui Liu 001; Jingyuan Xia; Meng Wang 001; Pier Luigi Dragotti (ICASSP, 2024)

External Interaction Estimation of 6-PSS Parallel Robots with Embodied Mechanical Intelligence. - Jingyuan Xia; Zecai Lin; Xiaojie Ai; Guangjun Yu; Anzhu Gao (IROS, 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)

Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR. - Bowen Peng; Bo Peng; Jingyuan Xia; Tianpeng Liu; Yongxiang Liu; Li Liu 002 (CoRR, 2024)

An Integrated Network for SA-ISAR Image Processing With Adaptive Denoising and Super-Resolution Modules. - Mingyao Chen; Jingyuan Xia; Tianpeng Liu; Li Liu 002 (IEEE Geosci. Remote. Sens. Lett., 2024)

Meta-learning based blind image super-resolution approach to different degradations. - Zhixiong Yang 001; Jingyuan Xia; Shengxi Li; Wende Liu; Shuaifeng Zhi; Shuanghui Zhang; Li Liu 002; Yaowen Fu; Deniz Gündüz (Neural Networks, 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 002; Yongxiang Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Meta-Learning Based Domain Prior With Application to Optical-ISAR Image Translation. - Huaizhang Liao; Jingyuan Xia; Zhixiong Yang 001; Fulin Pan; Zhen Liu 004; Yongxiang Liu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Blind Super-Resolution via Meta-Learning and Markov Chain Monte Carlo Simulation. - Jingyuan Xia; Zhixiong Yang 001; Shengxi Li; Shuanghui Zhang; Yaowen Fu; Deniz Gündüz; Xiang Li 014 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Cross-Modal Multi-Attitude Framework for the Generation of Space Target ISAR Images. - Derong Kong; Huaizhang Liao; Jingyuan Xia (ICASSP, 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)

Despeckling Representation for Data-Efficient SAR Ship Detection. - Ruikang Hu; Huangxing Lin; Zhejun Lu; 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 001; Jingyuan Xia (IEEE Geosci. Remote. Sens. Lett., 2025)

SAKE: Unsupervised HSI Super-Resolution via Adaptive Kernel Estimation and Reconstruction. - Lingyu Zheng; Zhixiong Yang 001; Tong Qiu; Jingyuan Xia (IEEE Geosci. Remote. Sens. Lett., 2025)

Spherical Patch Generative Adversarial Net for Unconditional Panoramic Image Generation. - Mai Xu; Xiancheng Sun; Shengxi Li; Lai Jiang; Jingyuan Xia; Xin Deng 002 (IEEE Trans. Image Process., 2025)

DeepSN-Net: Deep Semi-Smooth Newton Driven Network for Blind Image Restoration. - Xin Deng 002; Chenxiao Zhang; Lai Jiang; Jingyuan Xia; Mai Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Fusion2Void: Unsupervised Multi-Focus Image Fusion Based on Image Inpainting. - Huangxing Lin; Yunlong Lin; Jingyuan Xia; Linyu Fan; Feifei Li; Yingying Wang 005; Xinghao Ding (IEEE Trans. Circuits Syst. Video Technol., 2025)