Scholar
Ruiyang Zhang
Google Scholar ID: KnWCHh8AAAAJ
University of Macau
Citations & Impact
Citations
35
H-index
3
i10-index
1
Publications
5
Co-authors
2
list available
Publications
Resume (English only)
Academic Achievements
- Papers: 'Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Models' (Preprint, 2025), 'VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation' (Preprint, 2024), 'Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection' (ICCV, 2025), 'Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene' (ECCV, 2024); Awards: Second Prize of China Undergraduate Mathematical Contest in Modeling (CUMCM) in 2019, Third Class Scholarship for Outstanding Students at Fudan University in 2018 & 2019, Province First Price of Chinese Mathematical Olympiad (CMO) in 2016, First Price of National Olympiad in Informatics in Provinces (NOIP) in 2014 & 2015
Research Experience
- 2021.07 - 2023.06: Backend Development Engineer at Meituan; Academic Service: Conference Reviewer for ICLR 2025, CVPR 2025; Journal Reviewer for TOMM; Teaching: TA for CISC3021 Multimedia Forensics and Security at University of Macau
Education
- 2024.09 - Present: Ph.D. student at Faculty of Science and Technology, University of Macau, Advisor: Prof. Zhedong Zheng; 2017.09 - 2021.06: Undergraduate student in School of Computer Science, Fudan University
Background
- Research Interests: Computer vision and related topics, especially the inherent uncertainty of Multi-modal Large Language Models (MLLMs). Believes that the ultimate goal of computer vision is to make machines see like humans.
Miscellany
- Interests: Enjoys playing table tennis (was a member of the school team in primary school) and walking around parks.
