Xuying Zhang 张旭迎Ph.D Student at Nankai University
Address: 411, College of Computer Science, Jinnan Campus 
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Biography [back top]
I am currently a research intern at Shanghai AI Lab, working on 3D asset generation. Meanwhile, I am a third-year Ph.D. student at Nankai University, supervised by Prof. Ming-Ming Cheng. Earlier, I obtained my M.S. degree under the supervision of Prof. Rongrong Ji and Prof. Xiaoshuai Sun at Xiamen University.
My research interests include deep learning, visual attention, multimedia content analysis and retrieval. More recently, I focus on the following aspects:
- Multimodal learning, especially on vision and language.
- 3D AIGC.
- Camouflaged scene understanding.
- Image segmentation with some interesting settings.
Latest News [back top]
- 02/2025: One paper was accepted by IJCV 2025.
- 01/2025: One paper was accepted by TPAMI 2025.
- 08/2024: One paper was accepted by TPAMI 2024.
- 03/2024: One paper was accepted by ICME 2024 as the best paper candidate.
- 02/2024: One paper was accepted by CVPR 2024.
- 01/2024: One paper was accepted by ICLR 2024.
- 05/2022: I passed my master's graduation defense.
- 03/2022: One paper was accepted by CVPR 2022.
- 03/2021: One paper was accepted by CVPR 2021.
- 06/2020: One paper was accepted by ACM MM 2020.
Publications [back top]
* Eauql contribution. ✉ Corresponding author.
Journal
03 |
Bowen Yin, Xuying Zhang, Li Liu✉, Ming-Ming Cheng, Yongxiang Liu, Qibin Hou✉
Camouflaged Object Detection with Adaptive Partition and Background Retrieval International Journal of Computer Vision (IJCV), 2025, CCF-A [Paper] [Code (  )]
[BibTex]
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02 |
Xuying Zhang*, Bowen Yin*, Zheng Lin, Qibin Hou✉, Dengping Fan, Ming-Ming Cheng
Referring Camouflaged Object Detection IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025, CCF-A [Paper] [Code (  )]
[BibTex]
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01 |
Bowen Yin*, Xuying Zhang*, Qibin Hou✉, Boyuan Sun, Dengping Fan, Luc Van Gool
CamoFormer: Masked Separable Attention for Camouflaged Object Detection IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024, CCF-A [Paper] [Code (  )]
[BibTex]
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Conference
06 |
Zheng Lin, Zheng-Peng Duan, Xuying Zhang, Luojun Lin
No-Reference Segmentation Annotation Quality Assessment IEEE International Conference on Multimedia and Expo (ICME), 2024, Oral, Best Paper Candidate, CCF-B [Paper] [Code (  )]
[BibTex]
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05 |
Xuying Zhang, Bowen Yin, Yuming Chen, Zheng Lin, Yunheng Li, Qibin Hou✉, Ming-Ming Cheng
TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, CCF-A [Paper] [Code (  )]
[BibTex]
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04 |
Bowen Yin, Xuying Zhang, Zhongyu Li, Li Liu, Ming-Ming Cheng, Qibin Hou✉
Rethinking RGBD Representation Learning for Semantic Segmentation International Conference on Learning Representations (ICLR), 2024 [Paper] [Code (  )]
[BibTex]
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03 |
Mingrui Wu*, Xuying Zhang*, Xiaoshuai Sun✉, Yiyi Zhou, Chao chen, Jiaxin Gu, Xing Sun, Rongrong Ji
DIFNet: Boosting Visual Information Flow for Image Captioning IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, CCF-A [Paper] [Code (  )]
[BibTex]
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02 |
Xuying Zhang, Xiaoshuai Sun✉, Yunpeng Luo, Jiayi Ji, Yiyi Zhou, Yongjian Wu, Feiyue Huang, Rongrong Ji
RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, CCF-A [Paper] [Code (  )]
[BibTex]
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01 |
Xiaoshuai Sun (supervisor), Xuying Zhang, Liujuan Cao✉, Yongjian Wu, Feiyue Huang, Rongrong Ji
Exploring Language Prior for Mode-Sensitive Visual Attention Modeling Proceedings of the 28th ACM International Conference on Multimedia (ACM MM 2020), CCF-A [Paper] [Code (  )]
[BibTex]
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Preprint
03 |
Xuying Zhang*, Yutong Liu*, Yangguang Li, Renrui Zhang, Yufei Liu, Kai Wang, Wanli Ouyang, Zhiwei Xiong, Peng Gao, Qibin Hou, Ming-Ming Cheng.
TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction arXiv preprint arXiv:2412.16919 (Under Review) [Paper] [Code (  )]
[BibTex]
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02 |
Xuying Zhang*, Yupeng Zhou*, Kai Wang, Yikai Wang, Zhen Li, Daquan Zhou, Shaohui Jiao, Qibin Hou✉, Ming-Ming Cheng.
AR-1-to-3: Single Image to Consistent 3D Object Generation via Next-View Prediction arXiv preprint arXiv:2503.12929 (Under Review) [Paper] [Code (  )]
[BibTex]
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01 |
Zhennan Chen, Xuying Zhang, Tian-Zhu Xiang, Ying Tai.
Adaptive Guidance Learning for Camouflaged Object Detection arXiv preprint arXiv:2405.02824 (Under Review) [Paper] [Code (  )]
[BibTex]
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Thesis
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02. Visual Position Embedding and Adaptive Word Measuring for Image Captioning (基于视觉位置编码和动态词性度量的图像自动描述) [Master] |
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01. Image Feature Detection and Extraction Based on Deep Learning (基于深度学习的图像特征检测与提取) [Undergraduate] |
Professional Activities [back top]
- Conference Reviewer
- IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2023, 2024.
- IEEE International Conference on Computer Vision (ICCV), 2023.
- European Conference on Computer Vision (ECCV), 2024.
- Teaching Assistant
- Assembly language programming, Xiamen University, Spring 2021.
Honors & Awards [back top]
- Excellent Graduate, Xiamen University, 2022
- National Scholarship, The Chinese Ministry of Education, 2021.
- National Scholarship, The Chinese Ministry of Education, 2020.
- National Second Prize, Contemporary Undergraduate Mathematical Contest in Modeling, 2017.
Research Collaborators [back top]
- Xiamen University
- Rongrong Ji (纪荣嵘), Professor, Distinguished Young Scholars (杰青) Winner
- Xiaoshuai Sun (孙晓帅), Professor, Young Changjiang Scholars (青长) Winner
- Yiyi Zhou (周奕毅), Associate Professor
- Jiayi Ji (纪家沂), Post-doc
- Mingrui Wu (吴明瑞), Ph.D. Student
- Nankai University
- Ming-Ming Cheng (程明明), Professor, Distinguished Young Scholars (杰青) Winner
- Qibin Hou (侯淇彬), Associate Professor
- Zheng Lin (林铮), Ph.D. Student
- Bowen Yin (尹博文), Ph.D. Student
- ETH Zurich
- Deng-Ping Fan (范登平), Researcher