Xiaomin Li(李小民)

Xiaomin Li(李小民)

Dalian University of Technology

Hi there! My name is Xiaomin Li (李小民), currently a fourth-year PhD student at the IIAU-Lab, Dalian University of Technology, advised by Prof. Huchuan Lu（IEEE Fellow） and Prof. Xu Jia. I obtained my Master’s degree and Bachelor’s degree from Jilin University supervised by Prof. Hao Xu. My current research interests primarily focus on Video/Image Generation and Multimodal Large Language Models. Please feel free to contact me if you are interested in my research or potential collaborations.

🔥 News

  • 2026.04:  🎉🎉 One Paper is accepted by ACL Findings 2026.
  • 2026.03:  🎉🎉 One Paper is accepted by CVPR 2026.
  • 2025.06:  🎉🎉 One Paper is accepted by ICCV 2025.
  • 2025.03:  🎉🎉 One Paper is accepted by CVPR 2025 Highlight.

📝 Publications

ACL Findings 2026
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Seek-and-Solve: Benchmarking MLLMs for Visual Clue-Driven Reasoning in Daily Scenarios

Xiaomin Li*, Tala Wang*, Zichen Zhong*, Ying Zhang, Zirui Zheng, Takashi Isobe, Dezhuang Li, Huchuan Lu, You He, Xu Jia✉

*Equal Contribution ✉Corresponding Author

[Project Page] [Code] [Paper]

CVPR 2025 Highlight
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ReNeg: Learning Negative Embedding with Reward Guidance

Xiaomin Li*, Yixuan Liu*, Takashi Isobe, Xu Jia✉, Qinpeng Cui, Dong Zhou, Dong Li, You He, Huchuan Lu, Zhongdao Wang✉, Emad Barsoum

*Equal Contribution ✉Corresponding Author

[Code] [Paper]

ACM MM 2024
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MoTrans: Customized Motion Transfer with Text-driven Video Diffusion Models

Xiaomin Li*, Xu Jia✉, Qinghe Wang, Haiwen Diao, Mengmeng Ge, Pengxiang Li, You He, Huchuan Lu

*Equal Contribution ✉Corresponding Author

[Paper]

TCSVT 2024
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MoBox: Enhancing Video Object Segmentation with Motion-Augmented Box Supervision

Xiaomin Li*, Qinghe Wang, Dezhuang Li, Mengmeng Ge, Xu Jia✉, You He, Huchuan Lu

*Equal Contribution ✉Corresponding Author

[Paper]

ICCV 2025
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CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting

Lei Tian, Xiaomin Li, Liqian Ma, Hao Yin, Zirui Zheng, Hefei Huang, Taiqing Li, Huchuan Lu, Xu Jia✉

✉Corresponding Author

[Paper]

IEEE TIP 2025
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CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

Qinghe Wang, Baolu Li, Xiaomin Li, Bing Cao, Liqian Ma, Huchuan Lu, Xu jia✉. ✉Corresponding Author

[Project Page] [Gradio Demo🤗] [Paper] [Code]

💻 Internships

  • 2025.09 - now, Tencent WeChat, China.
  • 2024.05 - 2025.08, AMD, China.

🎖 Honors and Awards

  • 2025.12 Awarded as an Outstanding Graduate of Liaoning Province.
  • 2025.03 One paper accepted as CVPR 2025 Highlight.
  • 2025.10 Received the Sonosray Scholarship.
  • 2025.09 Received the Doctoral Dissertation Excellence Scholarship.
  • 2024.10 Received the Doctoral Graduate Excellence Scholarship.
  • 2021.10 Received the National Scholarship.

📖 Educations

  • 2022.06 - now, PhD, Dalian University of Technology, Dalian.
  • 2019.09 - 2022.06, Master, Jilin University, Changchun.
  • 2015.09 - 2019.06, Undergraduate, Jilin University, Changchun.