Liang Yifan

Liang Yifan

Huazhong University of Science and Technology

👋 About me

I am Yifan Liang, a graduate student pursuing M.S. in Intelligent Science and Technology at AIA School of Artificial Intelligence and Automation (AIA), HUST Huazhong University of Science and Technology (HUST).

My study interests lie in out-of-distribution detection (with a CVPR 2025 Highlight paper) and LLM post-training (with industry collaboration).</p>

📖 Educations

  • 2021.09 - 2025.06, B.S. in Artificial Intelligence @ AIA AIA, HUST HUST, Wuhan, China.
  • 2025.09 - 2028.06 (expected), M.S. in Intelligent Science and Technology @ AIA AIA, HUST HUST, Wuhan, China.

🎖 Honors and Awards

  • 2024.11 National First Prize of the 18th “Challenge Cup” National College Student Extracurricular Academic and Technological Works Competition
  • 2025.06 Honored Graduate of HUST
  • 2025.06 Outstanding Undergraduate Thesis of HUST

🔥 News

  • 2025.06:  🎉🎉 I was awarded Honored Graduate and Outstanding Undergraduate Thesis by HUST.
  • 2025.03:  🎉🎉 One paper has been selected as a Highlight @ CVPR 2025 (top 2.98%) .

📝 Publications

CVPR 2025
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Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection

Zhuo Xu1*, Xiang Xiang1*†, Yifan Liang1

1School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China

*Equal contribution

†Corresponding author

Paper | Project | Code | Dataset

  • Highlight Paper @ CVPR 2025. This work addresses the shortcut problem in VLMs for robust OOD detection and propose a new OOD dataset ImageNet-Bg.

🚀 Projects

💻 Internships

  • Open to internship opportunities in LLM post-training, agent application and so on. Feel free to contact me 😊