World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
46
Citations
8666
World Ranking
5134
National Ranking
995

Overview

Yang Liu is affiliated with Microsoft Research Asia (China) and has a research portfolio primarily focused on computer science and engineering. Their scholarly contributions span several subfields including computational mechanics, computer graphics and computer-aided design, computer vision and pattern recognition, mechanical engineering, and artificial intelligence.

Their notable recent papers include:

  • Locally Attentional SDF Diffusion for Controllable 3D Shape Generation, 2023, ACM Transactions on Graphics
  • OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples, 2020, IEEE Transactions on Visualization and Computer Graphics
  • ComplexGen, 2022, ACM Transactions on Graphics
  • Dual octree graph networks for learning adaptive volumetric shape representations, 2022, ACM Transactions on Graphics
  • Epilepsy prediction through optimized multidimensional sample entropy and Bi-LSTM, 2020, Biomedical Signal Processing and Control

Yang Liu has collaborated frequently with a number of coauthors, notably including:

  • Xin Tong
  • Peng-Shuai Wang
  • Hao Pan
  • Haoxiang Guo
  • Yufei Pang

Their publication record shows consistent contributions to several venues, including:

  • arXiv (Cornell University)
  • SSRN Electronic Journal
  • ACM Transactions on Graphics
  • Computational Visual Media
  • Thin-Walled Structures

Yang Liu's primary fields of study encompass computer science and engineering, supported by a significant number of publications in these areas. Their research includes detailed investigations in computational mechanics and computer graphics, as well as topics related to computer vision and mechanical engineering methods.

The main research topics covered by Yang Liu consist of:

  • 3D Shape Modeling and Analysis
  • Computer Graphics and Visualization Techniques
  • Advanced Numerical Analysis Techniques
  • Advanced Vision and Imaging
  • Computational Geometry and Mesh Generation
  • 3D Surveying and Cultural Heritage
  • Cellular and Composite Structures

Best Publications

  • O-CNN: octree-based convolutional neural networks for 3D shape analysis

    Peng-Shuai Wang;Yang Liu;Yu-Xiao Guo;Chun-Yu Sun

  • On centroidal voronoi tessellation—energy smoothness and fast computation

    Yang Liu;Wenping Wang;Bruno Lévy;Feng Sun

  • Geometric modeling with conical meshes and developable surfaces

    Yang Liu;Helmut Pottmann;Johannes Wallner;Yong-Liang Yang

  • Fitting B-spline curves to point clouds by curvature-based squared distance minimization

    Wenping Wang;Helmut Pottmann;Yang Liu

  • Computation of rotation minimizing frames

    Wenping Wang;Bert Jüttler;Dayue Zheng;Yang Liu

  • Lp Centroidal Voronoi Tessellation and its applications

    Bruno Lévy;Yang Liu

  • StoryFlow: Tracking the Evolution of Stories

    Shixia Liu;Yingcai Wu;Enxun Wei;Mengchen Liu

  • Isotropic remeshing with fast and exact computation of Restricted Voronoi Diagram

    Dong-Ming Yan;Bruno Lévy;Yang Liu;Feng Sun

  • Geometry of multi-layer freeform structures for architecture

    Helmut Pottmann;Yang Liu;Johannes Wallner;Alexander Bobenko

  • Adaptive O-CNN: a patch-based deep representation of 3D shapes

    Peng-Shuai Wang;Chun-Yu Sun;Yang Liu;Xin Tong

  • All-hex meshing using singularity-restricted field

    Yufei Li;Yang Liu;Weiwei Xu;Wenping Wang

  • Motion-guided mechanical toy modeling

    Lifeng Zhu;Weiwei Xu;John Snyder;Yang Liu

  • Variational mesh segmentation via quadric surface fitting

    Dong-Ming Yan;Wenping Wang;Yang Liu;Zhouwang Yang

  • Mesh denoising via cascaded normal regression

    Peng-Shuai Wang;Yang Liu;Xin Tong

  • Computing locally injective mappings by advanced MIPS

    Xiao-Ming Fu;Yang Liu;Baining Guo

  • Continuous Collision Detection for Two Moving Elliptic Disks

    Yi-king Choi;Wenping Wang;Yang Liu;Myung-Soo Kim

  • Quadric surface extraction by variational shape approximation

    Dong-Ming Yan;Yang Liu;Wenping Wang

  • NTIRE 2022 challenge on perceptual image quality assessment

    Unknown

  • Assembling self-supporting structures

    Mario Deuss;Daniele Panozzo;Emily Whiting;Yang Liu

  • Fast B-spline curve fitting by L-BFGS

    Wenni Zheng;Pengbo Bo;Yang Liu;Wenping Wang

Frequent Co-Authors

Wenping Wang
Wenping Wang Texas A&M University
Xin Tong
Xin Tong Microsoft Research Asia (China)
Dong-Ming Yan
Dong-Ming Yan Chinese Academy of Sciences
Bruno Levy
Bruno Levy French Institute for Research in Computer Science and Automation - INRIA
Baining Guo
Baining Guo Microsoft (United States)
Xuedong Huang
Xuedong Huang Microsoft (United States)
John Snyder
John Snyder Microsoft (United States)
Mirella Lapata
Mirella Lapata University of Edinburgh
Alla Sheffer
Alla Sheffer University of British Columbia

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Best Scientists Citing Yang Liu

Trending Scientists