I am currently a Ph.D. candidate in the Computer Vision and Robotic Perception (CVRP) laboratory at National University of Singapore (NUS), supervised by Prof. Gim Hee Lee. My research interests lie in 3D computer vision, especially in sequential 3D reconstruction, understanding and generation. Before entering NUS, I was an research intern in Computational Cognition, Vision, and Learning (CCVL) laboratory at Johns Hopkins University under Prof. Alan Yuille. I recived my B.S. degree in Computer Science and Technology from ShenYuan Honors College at Beihang University in 2021, advised by Prof. Si Liu.
News
🚀 [07.2024] Three papers UNIKD TreeSBA URS-NeRF are accepted at ECCV 2024!!
🚀 [03.2024] One paper GNeSF is accepted at NeurIPS 2023!
🚀 [06.2023] One paper HeiChole is accepted at Medical Image Analysis 2023!
🚀 [06.2022] One paper CGPart is accepted at CVPR 2022 (oral)!
Featured Works
TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly
Mengqi Guo*, Chen Li*, Yuyang Zhao, Gim Hee Lee
ECCV, 2024
[Project Page] [PDF] [Code]
GNeSF: Generalizable Neural Semantic Fields
Hanlin Chen, Chen Li, Mengqi Guo, Zhiwen Yan, Gim Hee Lee
NeurIPS, 2023
[Project Page] [PDF] [Code]
Other Publications / Preprints
Mengqi Guo, Yutong Bai, Zhishuai Zhang, Adam Kortylewski, Alan Yuille. Unsupervised Part Discovery via Feature Alignment. ArXiv.
Martin Wagner, …, Mengqi Guo, …, Sebastian Bodenstedt. Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark. Medical Image Analysis (MedIA), 2023 [Dataset]