Welcome to my academic base!

I am a first-year graduate student (2026–2028) at Tsinghua University, pursuing my Master’s degree in Software Engineering. I am advised by Prof. Yue Gao at the iMoon Lab.

Research Interests 🔬

• Multimodal Large Models: Exploring multimodal foundation models that integrate visual, textual, and other modalities, with a focus on cross-modal understanding, reasoning, and generation.

• Visual Content Generation: Developing generative models for image and video content creation, editing, and enhancement, with an emphasis on controllability, fidelity, and generalization.

• Hypergraph Learning: Investigating hypergraph-based models to capture high-order relationships, enhance representation learning, and improve structural modeling in complex data.

Education 🎓

Tsinghua University

Sep 2026 –

M.S. in Software Engineering
Advised by Prof. Yue Gao at iMoon Lab

Nankai University

Sep 2022 – Jun 2026

B.E. in Software Engineering
Rank 1/130, Outstanding Graduate, National Scholarship

News 📰

• 2026.06 I graduated from Nankai University. I was also featured in the university’s admissions publicity, appearing in the same post as Zhang Yiming, founder of ByteDance. A memorable way to conclude my undergraduate journey! 🎓

• 2025.05 I have set up a Blog Site, welcome everyone to visit!

Internships 🧪

Media Computing Lab
2024.08 – 2025.10
Research assistant, advised by Yun Liu and Ming-Ming Cheng

Publications 📚

under review

Hypergraph as Language
Mengqi Lei, Guohuan Xie, Shihui Ying, Shaoyi Du, Jun-Hai Yong, Siqi Li, and Yue Gao†
[arXiv][Code][Demo]

under review

Make It Up: Fake Images, Real Gains in Generalized Few-shot Semantic Segmentation
Guohuan Xie, Xin He, Dingying Fan, Le Zhang, Ming-Ming Cheng, and Yun Liu†
[arXiv][Code][Demo]

under review

A Comprehensive Survey on Video Scene Parsing: Advances, Challenges, and Prospects
Guohuan Xie, Syed Ariff Syed Hesham, Wenya Guo, Bing Li, Ming-Ming Cheng, Guolei Sun, and Yun Liu†
[arXiv][Code][Demo]

Projects 💻

Immortal Verse: The Journey of Li Bai
2025 Migu M-Zone Most Valuable Application Award (3/1143, Top 0.3%) – 50,000 CNY.
[Code] [Demo] [Report]

Academic Service ✍️

• reviewer:IJCAI2026,ICMR2026

Awards 🏆

• 2026: Outstanding Graduate of Nankai University
• 2025: BYD Scholarship – 10,000 CNY
• 2024,2025: National Scholarship(1/127, 1/130, Top 0.8%) – 10,000 CNY
• 2024: Second Prize, National Level, China Mathematical Contest in Modeling（Top 2%）
• 2023: Gong-Neng Scholarship of Nankai University(5%) - 5000CNY
• 2023,2024,2025: Outstanding Student of Nankai University