MindSAE: Advancing semantic perception for M/EEG-based visual decoding via unified multimodal alignment framework.

Qingqing Zheng

Chengjian Xu Yonghao Song Qiong Wang 0001 Qingqing Zheng MindSAE: Advancing semantic perception for M/EEG-based visual decoding via unified multimodal alignment framework. 2026 110390 123 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2026.110390 db/journals/bspc/bspc123.html#XuSWZ26 streams/journals/bspc

Qingqing Zheng Least squares and SVD based power-like methods for computing the dominant eigenpairs of large scale real skew-symmetric matrices. 146 2026 May 45 Comput. Appl. Math. 4 https://doi.org/10.1007/s40314-025-03499-y db/journals/cam/cam45.html#Zheng26 streams/journals/cam

Qingqing Zheng A Schur complement based multicoloring low-rank correction preconditioner for linear systems. 189 2026 June 45 Comput. Appl. Math. 5 https://doi.org/10.1007/s40314-025-03582-4 db/journals/cam/cam45.html#Zheng26a streams/journals/cam

Long Chen 0040 Qingqing Zheng Yingying Chen Faqin Lv Qiong Wang 0001 SAM-guided semi-supervised breast lesion segmentation in ultrasound videos with a new dataset. 2026 132141 320 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2026.132141 db/journals/eswa/eswa320.html#ChenZCLW26 streams/journals/eswa

Zelin Liao Yonghao Song Chengjian Xu Haochuan Zhang Qingqing Zheng EEGTune: A data-efficient fine-tuning framework for EEG foundation models. 2026 113591 179 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113591 db/journals/pr/pr179.html#LiaoSXZZ26 streams/journals/pr

Zhike Han Zeheng Ye Ruilin Liang Wei Dai Hanyu Xiao Xing Wang Wangchao Wu Chaoyang Hong Qingqing Zheng Shuiguang Deng Huang Xu A lightweight method for precise small lesion detection in diabetic retinopathy. 108006 2025 109 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108006 db/journals/bspc/bspc109.html#HanYLDXWWHZDX25 streams/journals/bspc

Chengjian Xu Yonghao Song Qingqing Zheng Qiong Wang 0001 Pheng-Ann Heng Unsupervised multi-source domain adaptation via contrastive learning for EEG classification. 125452 2025 261 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.125452 db/journals/eswa/eswa261.html#XuSZWH25 streams/journals/eswa

Danping Yin Qingqing Zheng Long Chen 0040 Ying Hu 0001 Qiong Wang 0001 APG-SAM: Automatic prompt generation for SAM-based breast lesion segmentation with boundary-aware optimization. 127048 2025 276 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.127048 db/journals/eswa/eswa276.html#YinZCHW25 streams/journals/eswa

Qingqing Zheng A Power-like Method for Computing the Dominant Eigenpairs of Large Scale Real Skew-Symmetric Matrices. 74 2025 December 105 J. Sci. Comput. 3 https://doi.org/10.1007/s10915-025-03104-8 db/journals/jscic/jscic105.html#Zheng25 streams/journals/jscic

Zhongxiao Jia Qingqing Zheng An Analysis of the Rayleigh-Ritz and Refined Rayleigh-Ritz Methods for Regular Nonlinear Eigenvalue Problems. 676-701 2025 46 SIAM J. Matrix Anal. Appl. 1 https://doi.org/10.1137/23m161392x db/journals/siammax/siammax46.html#JiaZ25 streams/journals/siammax

Xinming Xu Haoxuan Li 0004 Zhouyu Guan Dian Zeng Qingqing Zheng Yiming Qin Yang Wen Huating Li Chwee Teck Lim Tien Yin Wong Enhua Wu Weiping Jia Bin Sheng 0001 Urgent needs, opportunities and challenges of virtual reality in healthcare and medicine in the era of large language models. 453-467 2025 7 Virtual Real. Intell. Hardw. 5 https://doi.org/10.1016/j.vrih.2025.08.001 db/journals/vrih/vrih7.html#XuLGZZQWLLWWJS25 streams/journals/vrih

Yulong Guo Long Chen 0040 Qingqing Zheng Qiong Wang 0001 Cross-Jrs: Bidirectional-Enhancement Framework with Domain Fusion for Multimodal Joint Registration and Segmentation. 3634-3639 2025 BIBM https://doi.org/10.1109/BIBM66473.2025.11357151 conf/bibm/2025 db/conf/bibm/bibm2025.html#GuoCZW25 Ruilin Liang Zhike Han Wei Dai Hanyu Xiao Chaoyang Hong Qingqing Zheng Dual-Domain Multi-scale Network for Fundus Image Restoration. ICA3PP (5) 2025 350-369 conf/ica3pp/2025-5 https://doi.org/10.1007/978-981-95-8414-7_20 db/conf/ica3pp/ica3pp2025-5.html#LiangHDXHZ25 streams/conf/ica3pp Haoyu Pan Junyang Mo Hongxin Lin Chu Zhang Zijian Wu Yi Wang Qingqing Zheng Clinical Prior-Guided Tumor Generation for Breast Ultrasound with Cross Domain Adaptation. 57-67 2025 MICCAI (6) https://doi.org/10.1007/978-3-032-04978-0_6 conf/miccai/2025-6 db/conf/miccai/miccai2025-6.html#PanMLZWWZ25 streams/conf/miccai

Haoyu Pan Hongxin Lin Zetian Feng Chuxuan Lin Junyang Mo Chu Zhang Zijian Wu Yi Wang Qingqing Zheng Breast Ultrasound Tumor Generation via Mask Generator and Text-Guided Network:A Clinically Controllable Framework with Downstream Evaluation. 2025 July abs/2507.07721 CoRR https://doi.org/10.48550/arXiv.2507.07721 db/journals/corr/corr2507.html#abs-2507-07721 streams/journals/corr

Chengjian Xu Yonghao Song Zelin Liao Haochuan Zhang Qiong Wang 0001 Qingqing Zheng UMind: A Unified Multitask Network for Zero-Shot M/EEG Visual Decoding. 2025 September abs/2509.14772 CoRR https://doi.org/10.48550/arXiv.2509.14772 db/journals/corr/corr2509.html#abs-2509-14772 streams/journals/corr

Yang Chen Qingqing Zheng Hui Wang Peiren Tang Li Deng Pu Li Huan Li Jianhong Hou Jie Li Li Wang Jun Peng Integrating transcriptomics and proteomics to analyze the immune microenvironment of cytomegalovirus associated ulcerative colitis and identify relevant biomarkers. 2024 17 BioData Min. 1 https://doi.org/10.1186/s13040-024-00382-0 db/journals/biodatamining/biodatamining17.html#ChenZWTDLLHLWP24

Junbang Feng Dongming Hui Qingqing Zheng Yi Guo Yuwei Xia Feng Shi 0001 Qing Zhou Fei Yu Xiaojing He Shike Wang Chuanming Li Automatic detection of cognitive impairment in patients with white matter hyperintensity and causal analysis of related factors using artificial intelligence of MRI. 108684 2024 178 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.108684 db/journals/cbm/cbm178.html#FengHZGXSZYHWL24

Guangyang Wu Xin Tao 0001 Changlin Li Wenyi Wang 0005 Xiaohong Liu 0001 Qingqing Zheng Perception-Oriented Video Frame Interpolation via Asymmetric Blending. 2753-2762 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.00266 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#Wu0L0LZ24 Calvin Chan Qingqing Zheng Chengjian Xu Qiong Wang 0001 Pheng-Ann Heng Adaptive Federated Learning for EEG Emotion Recognition. 1-8 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10650004 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#ChanZXWH24 streams/conf/ijcnn

Guangyang Wu Xin Tao 0001 Changlin Li Wenyi Wang 0005 Xiaohong Liu 0001 Qingqing Zheng Perception-Oriented Video Frame Interpolation via Asymmetric Blending. 2024 abs/2404.06692 CoRR https://doi.org/10.48550/arXiv.2404.06692 db/journals/corr/corr2404.html#abs-2404-06692

Qingqing Zheng A Power-like Method for Computing the Dominant Eigenpairs of Large Scale Real Skew-Symmetric Matrices. 2024 abs/2409.05048 CoRR https://doi.org/10.48550/arXiv.2409.05048 db/journals/corr/corr2409.html#abs-2409-05048 streams/journals/corr

Qingqing Zheng Reordering-based Schur complement preconditioners for a class of two-by-two block complex linear systems. 108758 2023 November 145 Appl. Math. Lett. https://doi.org/10.1016/j.aml.2023.108758 db/journals/appml/appml145.html#Zheng23a

Qingqing Zheng A reordering-based preconditioner for elliptic PDE-constrained optimization problems with small Tikhonov parameters. 2023 June 42 Comput. Appl. Math. 4 https://doi.org/10.1007/s40314-023-02317-7 db/journals/cam/cam42.html#Zheng23

He Zhao 0002 Qingqing Zheng Clare Teng Robail Yasrab Lior Drukker Aris T. Papageorghiou J. Alison Noble Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound. 102977 2023 December 90 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102977 db/journals/mia/mia90.html#ZhaoZTYDPN23

Guangyang Wu Xiaohong Liu 0001 Kunming Luo Xi Liu Qingqing Zheng Shuaicheng Liu Xinyang Jiang Guangtao Zhai Wenyi Wang 0005 AccFlow: Backward Accumulation for Long-Range Optical Flow. 12085-12094 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01113 conf/iccv/2023 db/conf/iccv/iccv2023.html#WuLLLZLJZ023

Guangyang Wu Xiaohong Liu 0001 Kunming Luo Xi Liu Qingqing Zheng Shuaicheng Liu Xinyang Jiang Guangtao Zhai Wenyi Wang 0005 AccFlow: Backward Accumulation for Long-Range Optical Flow. 2023 abs/2308.13133 CoRR https://doi.org/10.48550/arXiv.2308.13133 db/journals/corr/corr2308.html#abs-2308-13133

Qingqing Zheng Domain decomposition based preconditioner combined local low-rank approximation with global corrections<sup>1</sup>. 41-46 2022 114 Comput. Math. Appl. https://doi.org/10.1016/j.camwa.2022.03.006 db/journals/cma/cma114.html#Zheng22

Jingjing Ren Qingqing Zheng Yuanyuan Zhao Xuemiao Xu Chen Li DLFormer: Discrete Latent Transformer for Video Inpainting. 3501-3510 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.00350 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#RenZZXL22 He Zhao 0002 Qingqing Zheng Clare Teng Robail Yasrab Lior Drukker Aris T. Papageorghiou J. Alison Noble Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data. 228-237 2022 MICCAI (4) https://doi.org/10.1007/978-3-031-16440-8_22 conf/miccai/2022-4 db/conf/miccai/miccai2022-4.html#ZhaoZTYDPN22 Jialu Li Qingqing Zheng Mingshuang Li Ping Liu Qiong Wang 0001 Litao Sun Lei Zhu 0003 Rethinking Breast Lesion Segmentation in Ultrasound: A New Video Dataset and A Baseline Network. 391-400 2022 MICCAI (4) https://doi.org/10.1007/978-3-031-16440-8_38 conf/miccai/2022-4 db/conf/miccai/miccai2022-4.html#LiZLLWSZ22

Zhongxiao Jia Qingqing Zheng An analysis of the Rayleigh-Ritz and refined Rayleigh-Ritz methods for nonlinear eigenvalue problems. 2022 abs/2212.00302 CoRR https://doi.org/10.48550/arXiv.2212.00302 db/journals/corr/corr2212.html#abs-2212-00302

Qingqing Zheng Yuanzhe Xi Yousef Saad A Power Schur Complement Low-Rank Correction Preconditioner for General Sparse Linear Systems. 659-682 2021 42 SIAM J. Matrix Anal. Appl. 2 https://doi.org/10.1137/20M1316445 db/journals/siammax/siammax42.html#ZhengXS21

Qingqing Zheng Yi Wang 0031 Pheng-Ann Heng Multitask Feature Learning Meets Robust Tensor Decomposition for EEG Classification. 2242-2252 2021 51 IEEE Trans. Cybern. 4 https://doi.org/10.1109/TCYB.2019.2946914 https://www.wikidata.org/entity/Q91122662 db/journals/tcyb/tcyb51.html#ZhengWH21

He Zhao 0002 Qingqing Zheng Kai Ma 0002 Huiqi Li Yefeng Zheng 0001 Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification. 535-545 2021 32 IEEE Trans. Neural Networks Learn. Syst. 2 https://doi.org/10.1109/TNNLS.2020.3010780 https://www.wikidata.org/entity/Q98193372 db/journals/tnn/tnn32.html#ZhaoZMLZ21

Qingqing Zheng Yuanzhe Xi Yousef Saad Multicolor low-rank preconditioner for general sparse linear systems. 2020 27 Numer. Linear Algebra Appl. 4 https://doi.org/10.1002/nla.2316 db/journals/nla/nla27.html#ZhengXS20

Qingqing Zheng Yuanzhe Xi Yousef Saad A power Schur complement Low-Rank correction preconditioner for general sparse linear systems. 2020 abs/2002.00917 CoRR https://arxiv.org/abs/2002.00917 db/journals/corr/corr2002.html#abs-2002-00917

Qingqing Zheng Yi Wang 0031 Pheng-Ann Heng Online Subspace Learning from Gradient Orientations for Robust Image Alignment. 3383-3394 2019 28 IEEE Trans. Image Process. 7 https://doi.org/10.1109/TIP.2019.2896528 https://www.wikidata.org/entity/Q91328420 db/journals/tip/tip28.html#ZhengWH19

Qingqing Zheng Chang-Feng Ma A class of accelerated parameterized inexact Uzawa algorithms for complex symmetric linear systems. 547-556 2018 320 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2017.10.007 db/journals/amc/amc320.html#ZhengM18

Qingqing Zheng Fengyuan Zhu Jing Qin 0001 Pheng-Ann Heng Multiclass support matrix machine for single trial EEG classification. 869-880 2018 275 Neurocomputing https://doi.org/10.1016/j.neucom.2017.09.030 db/journals/ijon/ijon275.html#ZhengZQH18

Qingqing Zheng Fengyuan Zhu Jing Qin 0001 Badong Chen Pheng-Ann Heng Sparse Support Matrix Machine. 715-726 2018 76 Pattern Recognit. https://doi.org/10.1016/j.patcog.2017.10.003 db/journals/pr/pr76.html#ZhengZQCH18

Yi Wang 0031 Qingqing Zheng Pheng-Ann Heng Online Robust Projective Dictionary Learning: Shape Modeling for MR-TRUS Registration. 1067-1078 2018 37 IEEE Trans. Medical Imaging 4 https://doi.org/10.1109/TMI.2017.2777870 https://www.wikidata.org/entity/Q51730686 db/journals/tmi/tmi37.html#WangZH18

Qingqing Zheng Linzhang Lu A shift-splitting preconditioner for a class of block two-by-two linear systems. 54-60 2017 66 Appl. Math. Lett. https://doi.org/10.1016/j.aml.2016.11.009 db/journals/appml/appml66.html#ZhengL17

Qingqing Zheng Linzhang Lu Extended shift-splitting preconditioners for saddle point problems. 70-81 2017 313 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2016.09.008 db/journals/jcam/jcam313.html#ZhengL17

Teng Wang Qingqing Zheng Linzhang Lu A new iteration method for a class of complex symmetric linear systems. 188-197 2017 325 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2017.05.002 db/journals/jcam/jcam325.html#WangZL17

Qingqing Zheng Yi Wang 0003 Pheng-Ann Heng Online Robust Image Alignment via Subspace Learning from Gradient Orientations. 1771-1780 2017 ICCV https://doi.org/10.1109/ICCV.2017.195 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.195 conf/iccv/2017 db/conf/iccv/iccv2017.html#ZhengWH17

Qingqing Zheng Chang-Feng Ma Preconditioned AHSS-PU alternating splitting iterative methods for saddle point problems. 217-225 2016 273 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2015.09.073 db/journals/amc/amc273.html#ZhengM16

Qingqing Zheng Linzhang Lu On semi-convergence of ULT iterative method for the singular saddle point problems. 1549-1555 2016 72 Comput. Math. Appl. 6 https://doi.org/10.1016/j.camwa.2016.07.012 db/journals/cma/cma72.html#ZhengL16

Qingqing Zheng Chang-Feng Ma A class of triangular splitting methods for saddle point problems. 13-23 2016 298 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2015.11.026 db/journals/jcam/jcam298.html#ZhengM16

Qingqing Zheng Chang-Feng Ma Accelerated PMHSS iteration methods for complex symmetric linear systems. 501-516 2016 73 Numer. Algorithms 2 https://doi.org/10.1007/s11075-016-0105-z db/journals/na/na73.html#ZhengM16

Qingqing Zheng Xuan Wang Yongsheng Fu Hui Yan Zhujian Ou Guangzhu Wang Yubin Wang A STATCOM compensation scheme for suppressing commutation failure in HVDC. 1081-1086 2016 IECON https://doi.org/10.1109/IECON.2016.7794124 conf/iecon/2016 db/conf/iecon/iecon2016.html#ZhengWFYOWW16

Qingqing Zheng Chang-Feng Ma Fast parameterized inexact Uzawa method for complex symmetric linear systems. 11-19 2015 256 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2015.01.023 db/journals/amc/amc256.html#ZhengM15

Chang-Feng Ma Qingqing Zheng The corrected Uzawa method for solving saddle point problems. 717-730 2015 22 Numer. Linear Algebra Appl. 4 https://doi.org/10.1002/nla.1983 db/journals/nla/nla22.html#MaZ15

Qingqing Zheng Changfeng Ma A new SOR-Like method for the saddle point problems. 421-429 2014 233 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2014.02.011 db/journals/amc/amc233.html#ZhengM14

Qingqing Zheng Changfeng Ma A class of accelerated Uzawa algorithms for saddle point problems. 244-254 2014 247 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2014.08.104 db/journals/amc/amc247.html#ZhengM14a

Qingqing Zheng Chang-Feng Ma On normal and skew-Hermitian splitting iteration methods for large sparse continuous Sylvester equations. 145-154 2014 268 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2014.02.025 db/journals/jcam/jcam268.html#ZhengM14

Qingqing Zheng Jiadan Wei Bo Zhou 0014 Jian He Xianghao Kong Le Zhang Zero-sequence current suppression for parallel-connected open-winding permanent magnet synchronous generation system. 972-977 2014 IECON https://doi.org/10.1109/IECON.2014.7048619 conf/iecon/2014 db/conf/iecon/iecon2014.html#ZhengWZHKZ14

Longsheng Wei Nong Sang Yuehuan Wang Qingqing Zheng A dynamic saliency attention model based on local complexity. 760-767 2012 22 Digit. Signal Process. 5 https://doi.org/10.1016/j.dsp.2012.04.017 db/journals/dsp/dsp22.html#WeiSWZ12

Bin Sun Nong Sang Yuehuan Wang Qingqing Zheng Motion Detection Based on Biological Correlation Model. 214-221 2010 ISNN (2) https://doi.org/10.1007/978-3-642-13318-3_28 conf/isnn/2010-2 db/conf/isnn/isnn2010-2.html#SunSWZ10 Calvin Chan Badong Chen Long Chen 0040 Yang Chen Yingying Chen Wei Dai Li Deng Shuiguang Deng Lior Drukker Junbang Feng Zetian Feng Yongsheng Fu Zhouyu Guan Yi Guo Yulong Guo Zhike Han Jian He Xiaojing He Pheng-Ann Heng Chaoyang Hong Jianhong Hou Ying Hu 0001 Dongming Hui Weiping Jia Zhongxiao Jia Xinyang Jiang Xianghao Kong Changlin Li Chen Li Chuanming Li Haoxuan Li 0004 Huan Li Huating Li Huiqi Li Jialu Li Jie Li Mingshuang Li Pu Li Ruilin Liang Zelin Liao Chwee Teck Lim Chuxuan Lin Hongxin Lin Ping Liu Shuaicheng Liu Xi Liu Xiaohong Liu 0001 Linzhang Lu Kunming Luo Faqin Lv Changfeng MaChang-Feng Ma Kai Ma 0002 Junyang Mo J. Alison Noble Zhujian Ou Haoyu Pan Aris T. Papageorghiou Jun Peng Harry QinJing Qin 0001 Yiming Qin Jingjing Ren Yousef Saad Nong Sang Bin Sheng 0001 Feng Shi 0001 Yonghao Song Bin Sun Litao Sun Peiren Tang Xin Tao 0001 Clare Teng Guangzhu Wang Hui Wang Li Wang Qiong Wang 0001 Shike Wang Teng Wang Wenyi Wang 0005 Xing Wang Xuan Wang Yi Wang Yi Wang 0003 Yi Wang 0031 Yubin Wang Yuehuan Wang Jiadan Wei Longsheng Wei Yang Wen Tien Yin Wong Enhua Wu Guangyang Wu Wangchao Wu Zijian Wu Yuanzhe Xi Yuwei Xia Hanyu Xiao Chengjian Xu Huang Xu Xinming Xu Xuemiao Xu Hui Yan Robail Yasrab Zeheng Ye Danping Yin Fei Yu Dian Zeng Guangtao Zhai Chu Zhang Haochuan Zhang Le Zhang He Zhao 0002 Yuanyuan Zhao Yefeng Zheng 0001 Bo Zhou 0014 Qing Zhou Fengyuan Zhu Lei Zhu 0003