Li Yi

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Charles R. Qi, Li Yi, Hao Su et al. · arXiv (Cornell University) · 2017 · 2.1K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +18

A scalable active framework for region annotation in 3D shape collections

Li Yi, Vladimir G. Kim, Duygu Ceylan et al. · ACM Transactions on Graphics · 2016 · 1.2K citations

Artificial Intelligence, Structured Prediction, Geometric Learning +29

SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation

Li Yi, Hao Su, Xingwen Guo et al. · 2017 · 468 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud

Li Yi, Wang Zhao, He Wang et al. · 2019 · 336 citations

Engineering, Machine Learning, Point Cloud Processing +19

StructureNet

Kaichun Mo, Paul Guerrero, Li Yi et al. · ACM Transactions on Graphics · 2019 · 229 citations

Geometric Learning, Engineering, Machine Learning +16