Yizhang Liu (刘翼章)   College of Computer and Data Science     Fuzhou University Location: No.2 Xueyuan Road, Minhou County, Fuzhou, Fujian, China News | Research Interest | Education | Publications | Services | Awards Email: lyz8023lyp@gmail.com; [Google Scholar]

News

• [2026.10] One paper is accepted by PR
• [2026.10] One paper is accepted by SPL
• [2026.06] One paper is accepted by TCSVT
• [2026.06] One paper is accepted by TMM
• [2026.04] One paper is accepted by KBS
• [2026.03] One paper is accepted by SPL
• [2026.03] One paper is accepted by TIP
• [2025.10] One conference paper is accepted by ACM MM
• [2025.10] One conference paper is accepted by PRCV
• [2024.12] One paper is accepted by ISPRS-JPRS
• [2024.11] One paper is accepted by PR
• [2024.08] One conference paper is accepted by ACM MM
• [2024.08] One paper is accepted by KBS
• [2024.04] One paper is accepted by TIP
• [2024.03] One paper is accepted by KBS
• [2024.01] One paper is accepted by GRSL
• [2022.12] One paper is accepted by TCSVT
• [2022.09] One paper is accepted by TGRS
• [2022.06] One paper is accepted by GRSL
• [2022.06] One conference paper is accepted by CVPR
• [2021.01] One paper is accepted by GRSL
• [2021.01] One paper is accepted by Neurocomputing

Research Interest

Computer Vision and Pattern Recognition including: image registration; feature matching; person re-identification

Education

• 2020.9-2024.6      Eng.D in School of Software Engineering, Tongji University.         Supervisor: Prof. Shengjie Zhao
• 2017.9-2020.6       M.E. in College of Computer and Information Sciences, Fujian Agriculture and Forestry University.                                                                                                                                              Supervisor: Assoc. Prof. Changcai Yang
• 2013.9-2017.6        B.E. in College of Computer and Information Sciences, Fujian Agriculture and Forestry University .

Selected Publications

("⁺" represents equal contribution; "*" represents corresponding author)

[23] Honghui Chen, Taotao Lai, Yizhang Liu, Zuoyong Li, and Riqing Chen. “Graph Transformer with Patchwise Comparisons for two-view correspondence pruning,” Pattern Recognition , pp. 115173, 2026. (CCF B, 中科院1区, JCR Q1)

[22] Yuli Wang, Weiwei Zhou, Yanping Li, and Yizhang Liu*. “CGSNet: Cross-Graph Spatial and Sparse Network for Two-View Geometry Estimation,” IEEE Signal Processing Letters , 2026. (CCF C, 中科院3区, JCR Q2)

[21] Taotao Lai, Xiangui Huang, Zuoyong Li, Yizhang Liu, Shuyuan Lin, and Lei Guo. “Deterministic Model Fitting via Neighborhood Information and Greedy Search,” IEEE Transactions on Circuits and Systems for Video Technology , 2026. (CCF B, 中科院1区, JCR Q1)

[20] Yanping Li, Yizhang Liu, Cairong Zhao, Yichao Yan, Xiao-Jun Wu, Xiaokang Yang, and Duoqian Miao. “Dynamic Mosaics: Saliency-Guided Adaptive Masking for Occluded Person Re-Identification,” IEEE Transactions on Multimedia , 2026. (CCF A, 中科院1区, JCR Q1)

[19] Zhihua Wang, Yanping Li, and Yizhang Liu. “SFMambaNet: Spectral-Frequency Enhanced Selective State Space Model for Correspondence Pruning,” arXiv preprint , arXiv:2606.04493, 2026. [arXiv]

[18] Zeyu Gao, and Yizhang Liu*. “FreqAlign: Bidirectional frequency alignment for mitigating contextual hallucinations in LLM-based extractive QA,” Knowledge-Based Systems , pp. 116003, 2026. (CCF C, 中科院1区, JCR Q1)

[17] Weiwei Zhou, Shengjie Zhao, Yizhang Liu, and Yanping Li. “CCTformer: Calibrated Context-Aware Transformer for Correspondence Pruning,” IEEE Signal Processing Letters , 33, pp. 1461-1465, 2026. (CCF C, 中科院3区, JCR Q2)

[16] Yanping Li, Yizhang Liu, Hongyun Zhang, Cairong Zhao, Zhihua Wei, and Duoqian Miao. “UD-Gaussian: Uncertainty-Driven Gaussian Modeling for Occluded Person Re-Identification,” IEEE Transactions on Image Processing , 2026. (CCF A, 中科院1区, JCR Q1)

[15] Xiangui Huang, Taotao Lai, Yizhang Liu, Shuyuan Lin, and Zuoyong Li. “Two-view correspondence pruning via channel-spatial interaction and bidirectional consensus interaction,” 33rd ACM International Conference on Multimedia ACM MM , pp. 8577-8585, 2025. (CCF A)

[14] Wenfei Li, Weiwei Zhou, Yizhang Liu, and Shengjie Zhao. “TriVSS-Net: Visual, Spatial, and Semantic Fusion Transformer for Two-View Correspondence Learning,” Chinese Conference on Pattern Recognition and Computer Vision PRCV , pp. 93-107, 2025. (CCF C)

[13] Fengyuan Zhuang⁺, Yizhang Liu⁺, Xiaojie Li, Ji Zhou, Riqing Chen, Lifang Wei, Changcai Yang and Jiayi Ma. “MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning,” ISPRS Journal of Photogrammetry and Remote Sensing , 219, pp. 38-51, 2025. (中科院1区, JCR Q1) [PDF]

[12] Yizhang Liu⁺, Yanping Li⁺, and Shengjie Zhao. “TransMatch: Transformer-based correspondence pruning via local and global consensus,” Pattern Recognition , pp. 111120, 2025. (CCF B, 中科院1区, JCR Q1) [PDF]

[11] Yizhang Liu, Weiwei Zhou, Yanping Li and Shengjie Zhao. “RoSe: Rotation-Invariant Sequence-Aware Consensus for Robust Correspondence Pruning,” 32nd ACM International Conference on Multimedia ACM MM , pp. 7754-7763, 2024. (CCF A) [PDF]

[10] Yanping Li, Yizhang Liu, Hongyun Zhang, Cairong Zhao, Zhihua Wei, and Duoqian Miao. “Occlusion-Aware Transformer With Second-Order Attention for Person Re-Identification,” IEEE Transactions on Image Processing , 33, pp. 3200-3211, 2024. (CCF A, 中科院1区, JCR Q1) [PDF]

[9] Xiaojie Li⁺, Fengyuan Zhuang⁺, Yizhang Liu, Riqing Chen, Lifang Wei, and Changcai Yang. “PMA-Net: Progressive multi-stage adaptive feature learning for two-view correspondence,” Knowledge-Based Systems , 298, pp. 111927, 2024. (CCF C, 中科院1区, JCR Q1) [PDF]

[8] Changcai Yang⁺, Zhijie Lin⁺, Ziyang Lan, Riqing Chen, Lifang Wei, and Yizhang Liu*. “Evolutionary channel pruning for real-time object detection,” Knowledge-Based Systems , 287, pp. 111432, 2024. (CCF C, 中科院1区, JCR Q1) [PDF]

[7] Li Ying⁺, Yizhang Liu⁺, Zhifei Zhang, and Duoqian Miao. “Multi-granularity-Aware Network for SAR Ship Detection in Complex Backgrounds,” IEEE Geoscience and Remote Sensing Letters , 21, pp. 1-5, 2024. (CCF C, 中科院3区, JCR Q1) [PDF]

[6] Taotao Lai, Yizhang Liu, Jie Chang, Lifang Wei, Zuoyong Li, and Hamido Fujita. “Guided sampling for multistructure data via neighborhood consensus and residual sorting,” IEEE Transactions on Circuits and Systems for Video Technology , 33(7), pp. 3043-3054, 2022. (CCF B, 中科院1区, JCR Q1) [PDF]

[5] Yizhang Liu, BrianNlong Zhao, Shengjie Zhao, Lin Zhang. “Progressive Motion Coherence for Remote Sensing Image Matching,” IEEE Transactions on Geoscience and Remote Sensing , 60, pp. 1-13, 2022. (CCF B, 中科院1区, JCR Q1) [PDF]

[4] Yizhang Liu, BrianNlong Zhao, and Shengjie Zhao. “Rectified neighborhood construction for robust feature matching with heavy outliers,” IEEE Geoscience and Remote Sensing Letters , 19, pp. 1-5, 2022. (CCF C, 中科院3区, JCR Q1) [PDF]

[3] Luanyuan Dai, Yizhang Liu, Jiayi Ma, Lifang Wei, Taotao Lai, Changcai Yang, and Riqing Chen. “MS2DG-Net: Progressive correspondence learning via multiple sparse semantics dynamic graph,” IEEE/CVF conference on Computer Vision and Pattern Recognition CVPR, pp. 8973-8982, 2022. (CCF A) [PDF]

[2] Yizhang Liu, Yanping Li, Luanyuan Dai, Taotao Lai, Changcai Yang, Lifang Wei, and Riqing Chen. “Motion consistency-based correspondence growing for remote sensing image matching,” IEEE Geoscience and Remote Sensing Letters, 10,pp. 1-5, 2021. (CCF C, 中科院3区, JCR Q1) [PDF]

[1] Yizhang Liu, Yanping Li, Luanyuan Dai, Changcai Yang, Lifang Wei, Taotao Lai, and Riqing Chen. “Robust feature matching via advanced neighborhood topology consensus,” Neurocomputing, 421, pp. 273-284, 2021. (CCF C, 中科院2区, JCR Q1) [PDF]

Services

Reviewer:

• Journal: TPAMI, TIP, TGRS, PR, KBS, GRSL
• Conference: CVPR, ICCV, ECCV, AAAI

Awards

• Outstanding graduates of Shanghai, 2024
• National Graduate Scholarship, Ministry of Education(Ph.D.), 2023
• National Graduate Scholarship, Ministry of Education(Master), 2018

Updating time: 2026.10.30

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