About me

I am currently an undergraduate student at Xidian University, class of 2021. I started my research internship in 2023 under the supervision of Professor De Cheng and Professor Chaowei Fang. In 2024, my first-author conference paper was accepted at NeurIPS 2024: PDF. After studying various generative models and their applications, I became particularly interested in generative models and multimodal generation. My goal is to build a unified multimodal large model capable of both understanding and generation. I am currently preparing for PhD applications for 2025. If you’re interested in my work, feel free to reach out to me via email: yycfq@foxmail.com.

Personal Interests

• Generative Models
• Multimodal Generation and Understanding
• Anomaly Detection

Publications

• Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection, NeurIPS 2024
  PDF | Code

Awards

• 2022: Finalist Winner at the Mathematical Contest in Modeling (MCM) (Top 1.8%)
• 2023: National Undergraduate Mathematical Contest in Modeling, Provincial First Prize (Top 5%)
• 2023: Gratitude Society Modern Scientist Scholarship (Top 1%)