Manyi Li (李曼祎)

I'm currently a postdoc working with Prof. Hao (Richard) Zhang in GrUVi Lab at Simon Fraser University, Canada. I'm also a intern research scientist in Intelligent Project Solutions Inc. working on Layout digitalization and editing projects.

I got my Ph.D degree on December 2018 from Shandong University, supervised by Prof. Changhe Tu. During my Ph.D career, I have visited and collaborated closely with Prof. Hao (Richard) Zhang (supported by China Scholarship Council (CSC)), Prof. Daniel Cohen-Or, Prof. Wenping Wang, Prof. Falai Chen.

My research focuses on Computer Graphics and Computer Vision. Specifically, I'm interested in 3D content creation and understanding of objects and scenes. My recent works involve object reconstruction from X (single-view image, point clouds) and scene generation from X (random vector, text). Our goal is to learn high-level understanding information and utilize it in 3D object and scene modeling.

profile photo

Email  /  CV  /  Github


Research
CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly,
Fenggen Yu, Zhiqin Chen, Manyi Li, Aditya Sanghi, Hooman Shayani, Ali Mahdavi-Amiri, Hao Zhang,
2021
project page / arXiv

D^2IM-Net: Learning Detail Disentangled Implicit Fields from Single Images,
Manyi Li and Hao Zhang,
CVPR, 2021
project page / arXiv

LayoutGMN: Neural Graph Matching for Structural Layout Similarity,
Akshay Gadi Patil, Manyi Li, Matthew Fisher, Manolis Savva, Hao Zhang,
CVPR, 2021
project page / arXiv

GRAINS: Generative Recursive Autoencoders for INdoor Scenes,
Manyi Li, Akshay Gadi Patil, Kai Xu, Siddhartha Chaudhuri, Owais Khan, Ariel Shamir, Changhe Tu, Baoquan Chen, Daniel Cohen-Or, Hao Zhang,
Transactions on Graphics (Special Issue of SIGGRAPH 2019)
project page / arXiv

Language-Driven Synthesis of 3D Scenes Using Scene Databases,
Rui Ma* Akshay Gadi Patil*, Matthew Fisher, Manyi Li, Sören Pirk, Binh-Son Hua, Sai-Kit Yeung, Xin Tong, Leonidas Guibas, Hao Zhang,
SIGGRAPH-Asia, Tokyo, 2018
project page / pdf

Class-Sensitive Shape Dissimilarity Metric,
Manyi Li, Noa Fish, Lili Cheng, Changhe Tu, Daniel Cohen-Or, Hao Zhang, Baoquan Chen
Graphical Models, 2018
pdf

Sparse RBF surface representations,
Manyi Li, Falai Chen, Wenping Wang, Changhe Tu
Computer Aided Geometric Design, 2016
pdf


Experiences
  • 09.2017 - 09.2018, Visiting PhD, Simon Fraser University
  • 04.2017 - 05.2017, Visiting Scholar, Tel Aviv University
  • 03.2014 - 06.2014, Visiting Scholar, University of Science and Technology of China
  • 11.2013 - 01.2014, Research Assistant, The University of Hong Kong