publications

2026

1. arXiv

   

   Self-Evolving Agents via Likelihood-Guided Tool-Space Optimization

   Xuanqi Zhang, Ruinan Jin, Running Yang, and 4 more authors

   arXiv preprint arXiv:2609.34151, 2026

   arXiv Bib

   @article{zhang2026selfevolving,
     title = {Self-Evolving Agents via Likelihood-Guided Tool-Space Optimization},
     author = {Zhang, Xuanqi and Jin, Ruinan and Yang, Running and Zhang, Yuxuan and Chen, Minghui and Deng, Wenlong and Li, Xiaoxiao},
     journal = {arXiv preprint arXiv:2609.34151},
     year = {2026},
   }

2. NeurIPS

   

   Mitigating Memorization Where It Happens

   Xuanqi Zhang, Haoyang Shang, and Xiaoxiao Li

   Advances in Neural Information Processing Systems, 2026

   arXiv Bib

   @inproceedings{zhang2026gss,
     title = {Mitigating Memorization Where It Happens},
     author = {Zhang, Xuanqi and Shang, Haoyang and Li, Xiaoxiao},
     booktitle = {Advances in Neural Information Processing Systems},
     year = {2026},
   }

3. TIP

   Unfolding High-order Correlations for Interpretable Multi-contrast MRI Super-resolution

   Qiangqiang Shen, Xuanqi Zhang, Peilin Chen, and 3 more authors

   IEEE Transactions on Image Processing, 2026

   Bib

   @article{shen2026mri,
     title = {Unfolding High-order Correlations for Interpretable Multi-contrast MRI Super-resolution},
     author = {Shen, Qiangqiang and Zhang, Xuanqi and Chen, Peilin and Zhong, Zhiwei and Leung, Howard and Wang, Shiqi},
     journal = {IEEE Transactions on Image Processing},
     year = {2026},
   }

2025

1. CVPRW

   Thermal Image Super-Resolution Challenge Results - PBVS 2025

   Rafael E. Rivadeneira, Angel D. Sappa, Riad Hammoud, and 10 more authors

   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

   Bib

   @inproceedings{rivadeneira2025pbvs,
     title = {Thermal Image Super-Resolution Challenge Results - PBVS 2025},
     author = {Rivadeneira, Rafael E. and Sappa, Angel D. and Hammoud, Riad and Rao, Jiyong and Zhong, Hang and Wang, Yu and Zhao, Shengjie and Zhong, Zhiwei and Li, Yung-Hui and Wang, Shiqi and Shen, Qiangqiang and Wang, Hanzhang and Zhang, Xuanqi},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
     year = {2025},
   }

2. arXiv

   

   Advancing 3D Gaussian Splatting Editing with Complementary and Consensus Information

   Xuanqi Zhang, Jieun Lee, Wonsook Lee, and 1 more author

   arXiv preprint arXiv:2503.11601, 2025

   arXiv Bib

   @article{zhang2025gsedit,
     title = {Advancing 3D Gaussian Splatting Editing with Complementary and Consensus Information},
     author = {Zhang, Xuanqi and Lee, Jieun and Lee, Wonsook and Joslin, Chris},
     journal = {arXiv preprint arXiv:2503.11601},
     year = {2025},
   }

3. Canadian AI

   Gaussian Splatting and Camera Poses Joint Optimization for Motion Blur Images via Low-pass Filter

   Xuanqi Zhang, Wonsook Lee, and Chris Joslin

   Canadian AI, 2025

   Bib

   @inproceedings{zhang2025motionblur,
     title = {Gaussian Splatting and Camera Poses Joint Optimization for Motion Blur Images via Low-pass Filter},
     author = {Zhang, Xuanqi and Lee, Wonsook and Joslin, Chris},
     booktitle = {Canadian AI},
     year = {2025},
   }

2024

1. arXiv

   

   LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network

   Xuanqi Zhang, Haijin Zeng, Jinwang Pan, and 2 more authors

   arXiv preprint arXiv:2406.01028, 2024

   arXiv Bib

   @article{zhang2024llemamba,
     title = {LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network},
     author = {Zhang, Xuanqi and Zeng, Haijin and Pan, Jinwang and Shen, Qiangqiang and Chen, Yongyong},
     journal = {arXiv preprint arXiv:2406.01028},
     year = {2024},
   }

2. TETCI

   

   Dual Completion Learning for Incomplete Multi-view Clustering

   Qiangqiang Shen, Xuanqi Zhang, Shuqin Wang, and 3 more authors

   IEEE Transactions on Emerging Topics in Computational Intelligence, 2024

   Bib

   @article{shen2024dualcompletion,
     title = {Dual Completion Learning for Incomplete Multi-view Clustering},
     author = {Shen, Qiangqiang and Zhang, Xuanqi and Wang, Shuqin and Li, Yuanman and Liang, Yongsheng and Chen, Yongyong},
     journal = {IEEE Transactions on Emerging Topics in Computational Intelligence},
     year = {2024},
   }

2023

1. TKDD

   

   Multi-View Ensemble Clustering via Low-Rank and Sparse Decomposition: from Matrix to Tensor

   Xuanqi Zhang, Qiangqiang Shen, Yongyong Chen, and 3 more authors

   ACM Transactions on Knowledge Discovery from Data, 2023

   Bib

   @article{zhang2023mvc,
     title = {Multi-View Ensemble Clustering via Low-Rank and Sparse Decomposition: from Matrix to Tensor},
     author = {Zhang, Xuanqi and Shen, Qiangqiang and Chen, Yongyong and Zhang, Guokai and Hua, Zhongyun and Su, Jingyong},
     journal = {ACM Transactions on Knowledge Discovery from Data},
     year = {2023},
   }