Scholar
Yuanhuiyi Lyu
Google Scholar ID: 6_lvla4AAAAJ
PhD Student, The Hong Kong University of Science and Technology (Guangzhou)
Citations & Impact
Citations
481
H-index
13
i10-index
18
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- • 'Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation', arXiv, 2025
- • 'RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning', ICML 2025
- • 'UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All', CVPR 2024
- • 'Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation', arXiv, 2024
- • 'Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities', ECCV 2024 (Oral)
- • 'Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval', ICLR 2023
- Awards:
- • Outstanding Graduation Dissertation (<2%), Northeastern University, 2023
- • Outstanding Students Scholarship, Northeastern University, 2020–2022
- Service:
- • Reviewer for CVPR, ECCV, ICCV, ICLR, ICML, NeurIPS, WACV, AAAI
- • Reviewer for journals IJCV and TIP
- Teaching:
- • Teaching Assistant for Applied Statistics (UFUG2104), HKUST Guangzhou, Feb–Jun 2025
- • Teaching Assistant for Red Bird Challenge Camp (RBCC), HKUST Guangzhou, Jul–Aug 2025
