Discover World
from the points
Yangyan Li(李扬彦)
Biography
Yangyan Li is currently working in Alibaba Group. He was a professor in School of Computer Science and Technology, Shandong University. Before that, he was a postdoctoral research fellow in Stanford University with Prof. Leonidas J. Guibas and Tel Aviv University with Prof. Daniel Cohen-Or. Yangyan received his PhD degree from University of the Chinese Academy of Sciences in 2013, under supervision of Prof. Baoquan Chen. His primary research interests fall in the field of Computer Graphics and Computer Vision, with an emphasis on 3D learning and vision.
I am hiring full-time R&D with Master/PhD degrees (but not short-term interns), with strong interests in learning and vision problems, including but not limited to point cloud/image/video related recognition, detection, segmentation and synthesis. Please contact me if you are interested.
Publications (Google Scholar)
PointCNN: Convolution on X-Transformed Points
Yangyan Li,
Rui Bu，
Mingchao Sun,
Wei Wu, Xinhan Di,
Baoquan Chen
Code
NIPS 2018.
Active Assembly Guidance with Online Video Parsing
Bin Wang, Guofeng Wang,
Andrei Sharf,
Yangyan Li,
Fan Zhong,
Xueying Qin,
Daniel Cohen-Or,
Baoquan Chen
IEEE VR 2018.
Bundle Optimization for Multi-aspect Embedding
Qiong Zeng
*,
Wenzheng Chen
*, Zhuo Han, Mingyi Shi,
Yanir Kleiman,
Daniel Cohen-Or,
Baoquan Chen,
Yangyan Li (
*Joint first authors)
Visual Informatics.
FPNN: Field Probing Neural Networks for 3D Data
Yangyan Li,
Soeren Pirk,
Hao Su,
Charles R. Qi,
Leonidas Guibas
Code
NIPS 2016.
A Holistic Approach for Data-Driven Object Cutout
Huayong Xu,
Yangyan Li,
Wenzheng Chen,
Dani Lischinski,
Daniel Cohen-Or,
Baoquan Chen
ACCV 2016.
Synthesizing Training Images for Boosting Human 3D Pose Estimation
Wenzheng Chen, Huan Wang,
Yangyan Li,
Hao Su,
Zhenhua Wang,
Changhe Tu,
Dani Lischinski,
Daniel Cohen-Or,
Baoquan Chen
3DV 2016 Oral.
Knowledge-Based Trajectory Completion from Sparse GPS Samples
Yang Li,
Yangyan Li,
Dimitrios Gunopulos,
Leonidas Guibas
SIGSPATIAL 2016.
Joint Embeddings of Shapes and Images via CNN Image Purification
Yangyan Li
*
,
Hao Su
*,
Charles R. Qi,
Noa Fish,
Daniel Cohen-Or,
Leonidas Guibas
(
*Joint first authors)
Code and Data
SIGGRAPH Asia 2015.
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views
Hao Su
*,
Charles R. Qi
*,
Yangyan Li,
Leonidas Guibas
(
*Joint first authors)
Code and Data
ICCV 2015 Oral.
Activity-centric Scene Synthesis for Functional 3D Scene Modeling
Matthew Fisher,
Manolis Savva,
Yangyan Li,
Pat Hanrahan,
Matthias Nießner
SIGGRAPH Asia 2015.
Database-Assisted Object Retrieval for Real-Time 3D Reconstruction
Yangyan Li,
Angela Dai,
Leonidas Guibas,
Matthias Niessner
Eurographics 2015.
A Tool-Free Calibration Method for Turntable-based 3D Scanning Systems
Xufang Pang,
Rynson W.H. Lau, Zhan Song,
Yangyan Li and
Shengfeng He
IEEE Computer Graphics and Applications
Estimating Depth in Images using Shape Collections
Hao Su,
Qixing Huang,
Niloy J. Mitra,
Yangyan Li and
Leonidas Guibas
SIGGRAPH 2014.
Point Cloud based 3D Reconstruction and Morphological Event Analysis
Yangyan Li, PhD Thesis, University of Chinese Academy of Sciences, 2013.
Analyzing Growing Plants from 4D Point Cloud Data
Yangyan Li, Xiaochen Fan,
Niloy J. Mitra,
Daniel Chamovitz,
Daniel Cohen-Or,
Baoquan Chen
SIGGRAPH Asia 2013.
2D-3D Fusion for Layer Decomposition of Urban Facades
Yangyan Li,
Qian Zheng,
Andrei Sharf,
Daniel Cohen-Or,
Baoquan Chen,
Niloy J. Mitra
ICCV 2011.
GlobFit: Consistently Fitting Primitives by Discovering Global Relations
Yangyan Li,
Xiaokun Wu,
Yiorgos Chrysanthou,
Andrei Sharf,
Daniel Cohen-Or,
Niloy J. Mitra
SIGGRAPH 2011.
Non-local Scan Consolidation for 3D Urban Scene
Qian Zheng,
Andrei Sharf,
Guowei Wan,
Yangyan Li,
Niloy J. Mitra,
Baoquan Chen,
Daniel Cohen-Or,
SIGGRAPH 2010.