Scholar
Yuheng Liu
Google Scholar ID: zhiPMtoAAAAJ
PhD Student, UC Irvine
Citations & Impact
Citations
42
H-index
2
i10-index
1
Publications
6
Co-authors
0
Publications
Resume
Academic Achievements
- - Publications:
- - 'Learning Unified Representation of 3D Gaussian Splatting' (submitted)
- - 'Controllable 3D Outdoor Scene Generation via Scene Graphs' (accepted by ICCV 2025)
- - 'Enhancing Sampling Protocol for Robust Point Cloud Classification' (accepted by IJCAI 2025)
- - 'Deep Hierarchical Learning for 3D Semantic Segmentation' (accepted by IJCV)
- - 'Pyramid Diffusion for Fine 3D Large Scene Generation' (accepted by ECCV 2024 and oral presentation)
- - Open Source Project: PointSegBase (official codebase for Deep Hierarchical Learning for 3D Semantic Segmentation)
- - Awards:
- - Best Student Award (September 2024)
- - National Scholarship (November 2023, top 0.2% nationwide)
- - Outstanding Graduate (Sichuan Province, June 2024)
- - Best Bachelor Thesis (June 2024)
- - Ranked first in major (September 2023, junior year)
Research Experience
- - Research Intern: Adobe Research
- - Collaborators: Dr. Yiwei Hu, Dr. Zifan Shi
- - Close Collaboration: Prof. Xinke Li
- - Research Intern: UC Merced
- - Collaborators: Prof. Lu Qi, Dr. Xueting Li
- - Supervisor: Prof. Ming-Hsuan Yang
Education
- - Degree: CS Ph.D. student
- - University: UC Irvine
- - Advisors: Prof. Xiaohui Xie, Prof. Alexander C. Berg
- - Time: Fall 2025
- - Bachelor's Degrees: B.Eng. from Southwest Jiaotong University and B.Sc. from University of Leeds
- - Graduation: 2024
- - Advisor: Prof. Chongshou Li
Background
- - Research Interests: 3D vision and scene generation
- - Current Work: Scene generation through video generation techniques, aiming to construct controllable and photorealistic environments that support large-scale exploration
Miscellany
- - Personal Interests: Not provided