I am currently an Associate Professor in the Faculty of Information Science and Engineering, Ocean University of China. Before I joined OUC, I worked as an Assistant Professor in the Centre for Artificial Intelligence and Robotics (CAIR), Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences from 2022 to 2025. I received my Ph.D. degree from Institute of Automation, Chinese Academy of Sciences (Beijing, China), under the supervision of Prof. Zhaoxiang Zhang in 2022. I received my B.E. degree from Northeastern University (Shenyang, China) in 2016.

My research interests focus on 3D generative AI and Embodied AI, including 3D scene generation, 3D reconstruction, MLLMs, image/video generation and robotics. Please do not hesitate to reach out if you would like to explore possible collaboration.

🔥 News

  • 2025.11:  🎉🎉 One paper has been accepted by AAAI 2026.
  • 2025.09:  🎉🎉 One paper has been accepted by IJCV.
  • 2025.06:  🎉🎉 One paper has been accepted by MICCAI 2025.
  • 2025.04:  🎉🎉 One paper has been accepted by IEEE TPAMI.
  • 2025.04:  🎉🎉 One paper has been accepted by IJCV.

📝 Publications

TPAMI 2025
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Bootstrap Masked Visual Modeling Via Hard Patch Mining [Paper] [Code]

Haochen Wang, Junsong Fan, Yuxi Wang, Kaiyou Song, Tiancai Wang, Xiangyu Zhang, Zhaoxiang Zhang.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2025)

IJCV 2025
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Using unreliable pseudo-labels for label-efficient semantic segmentation [Paper] [Code]

Haochen Wang, Yuchao Wang, Yujun Shen, Junsong Fan, Yuxi Wang, Zhaoxiang Zhang.

International Journal of Computer Vision (IJCV 2025)

T-PAMI 2024
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A Curriculum-style Self-training Approach for Source-free Semantic Segmentation [Paper] [code]

Yuxi Wang, Jian Liang, Zhaoxiang Zhang.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2024)

IJCV 2024
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Pulling target to source: A new perspective on domain adaptive semantic segmentation [Paper]

Haochen Wang, Yujun Shen, Jingjing Fei, Wei Li, Liwei Wu, Yuxi Wang#, Zhaoxiang Zhang.

International Journal of Computer Vision (IJCV 2024)

TPAMI 2024
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Enhancing Sound Source Localization via False Negative Elimination [Paper] [Code]

Zengjie Song, Jiangshe Zhang, Yuxi Wang, Junsong Fan, Zhaoxiang Zhang.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2024)

TPAMI 2023
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MMT: Cross Domain Few-shot Learning via Meta-memory Transfer [Paper]

Wenjian Wang, Lijuan Duan, Yuxi Wang, Junsong Fan, Zhaoxiang Zhang.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2023)

TIP 2021
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Multi-domain image-to-image translation via a unified circular framework [Paper]

Yuxi Wang, Zhaoxiang Zhang, Wangli Hao, Chunfeng Song.

IEEE Transactions on Image Processing (IEEE TIP 2021)

TIP 2021
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Attention guided multiple source and target domain adaptation [Paper]

Yuxi Wang, Zhaoxiang Zhang, Wangli Hao, Chunfeng Song.

IEEE Transactions on Image Processing (IEEE TIP 2021)

AAAI 2025
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SceneX : Procedural Controllable Large-scale Scene Generation [Paper] [Project]

Mengqi Zhou*, Yuxi Wang*, Jun Hou, Shougao Zhang, Yiwei Li, Chuanchen Luo, Junran Peng, Zhaoxiang Zhang.

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2025)

ACM MM 2024
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Materialseg3d: Segmenting dense materials from 2d priors for 3d assets [Paper] [Code] [Project][Data]

Zeyu Li, Ruitong Gan, Chuanchen Luo, Yuxi Wang, Jiaheng Liu, Ziwei Zhu, Qing Li, Xucheng Yin, Man Zhang, Zhaoxiang Zhang, Junran Peng.

Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM 2024) (Oral)

ACM MM 2024
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Stablemofusion: Towards robust and efficient diffusion-based motion generation framework [Paper][Code][Project]

Yiheng Huang, Hui Yang, Chuanchen Luo, Yuxi Wang, Shibiao Xu, Zhaoxiang Zhang, Man Zhang, Junran Peng.

Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM 2024) (Oral)

ECCV 2024
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Open vocabulary 3d scene understanding via geometry guided self-distillation [Paper] [Code]

Pengfei Wang, Yuxi Wang, Shuai Li, Zhaoxiang Zhang, Zhen Lei, Lei Zhang.

European Conference on Computer Vision (ECCV 2024)

CVPR 2024
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Hardmo: A large-scale hardcase dataset for motion capture [Paper] [Project]

Jiaqi Liao, Chuanchen Luo, Yinuo Du, Yuxi Wang, Xucheng Yin, Man Zhang, Zhaoxiang Zhang, Junran Peng.

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)

CVPR 2024
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Continual forgetting for pre-trained vision models [Paper] [Code]

Hongbo Zhao, Bolin Ni, Junsong Fan, Yuxi Wang, Yuntao Chen, Gaofeng Meng, Zhaoxiang Zhang.

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)

NeurIPS 2023
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DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions [Paper][Code]

Haochen Wang, Junsong Fan, Yuxi Wang, Kaiyou Song, Tong Wang, Zhaoxiang Zhang.

Advances in Neural Information Processing Systems (NeurIPS 2023)

ICCV 2023
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SSF: Accelerating training of spiking neural networks with stabilized spiking flow [Paper]

Jingtao Wang, Zengjie Song, Yuxi Wang, Jun Xiao, Yuran Yang, Shuqi Mei, Zhaoxiang Zhang.

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV 2023)

ICCV 2023
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Informative data mining for one-shot cross-domain semantic segmentation [Paper] [Code]

Yuxi Wang, Jian Liang, Jun Xiao, Shuqi Mei, Yuran Yang, Zhaoxiang Zhang.

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV 2023)

CVPR 2022
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Hard patches mining for masked image modeling [Paper] [Code]

Haochen Wang, Kaiyou Song, Junsong Fan, Yuxi Wang, Jin Xie, Zhaoxiang Zhang.

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022)

ICCV 2021
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Uncertainty-aware pseudo label refinery for domain adaptive semantic segmentation [Paper]

Yuxi Wang, Junran Peng, Zhaoxiang Zhang.

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV 2021)

📖 Experiences

🌏 Collaborators

I am honored to have a deep collaboration with:

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