Yuwei Niu
Scholar

Yuwei Niu

Google Scholar ID: VaYRTxEAAAAJ
Chongqing university
Visual RepresentationsLanguage Priors
Citations & Impact
All-time
Citations
95
 
H-index
5
 
i10-index
4
 
Publications
9
 
Co-authors
2
list available
Resume (English only)
Academic Achievements
  • - Publications:
  • * WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
  • * LangBridge: Interpreting Image as a Combination of Language Embeddings
  • * SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models
  • * UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
  • * Test-Time Multimodal Backdoor Detection by Contrastive Prompting
  • - Community Contributions:
  • * Founder of Awesome-Unified-Multimodal
  • * Working Committee of Consistency in Video Generative Models: CVM @ AAAI '26
Research Experience
  • - Research Projects: Dedicated to building unified multimodal models and exploring their importance
  • - Position: Undergraduate Student
Education
  • - Degree: B.Eng. in Computer Science
  • - University: Chongqing University
  • - Advisor: Prof. Lei Feng
  • - Time: 2022-2026
  • - Major: Computer Science (Hongshen Stand-Out Class)
  • - Future University: Peking University
  • - Future Advisor: Prof. Li Yuan
Background
  • - Research Interests: Visual representations and language priors
  • - Field: Computer Science
  • - Background: A fourth-year undergraduate student in the Hongshen Stand-Out Class of Computer Science at Chongqing University. Closely collaborated with Prof. Lei Feng during undergraduate studies and will be joining Peking University, advised by Prof. Li Yuan.
Miscellany
  • - Personal Interests: Literature, poetry, anime, films, music, and all forms of art that embody human creativity
  • - Favorite Literary Works: Dostoevsky and Tolstoy
  • - Favorite Music: R&B (such as Stevie Wonder, Prince, David Tao, and Khalil Fong)