Cheng Lin 林铖

Researcher, Tencent

I'm currently a researcher at Tencent Game AI. I received my Ph.D. from The Univeristy of Hong Kong (HKU), advised by Prof. Wenping Wang. I visited Visual Computing Group at Technical University of Munich (TUM), advised by Prof. Matthias Nießner. Before that, I did my bachelor's degree in Shandong University and was a Research Asistant at the Research Center of Digital Media Technology. My research interests include geometric modeling, 3D vision, shape analysis and computer graphics.

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Coverage Axis: Inner Point Selection for 3D Shape Skeletonization
Eurographics(EG) 2022
Adaptive Surface Normal Constraint for Depth Estimation
ICCV 2021
Point2Skeleton: Learning Skeletal Representations from Point Clouds
CVPR 2021 (Oral)
Learnable Motion Coherence for Correspondence Pruning
CVPR 2021
Modeling 3D Shapes by Reinforcement Learning
ECCV 2020
Most discussed CS papers on Twitter [Hot Computer Science]
SEG-MAT: 3D Shape Segmentation Using Medial Axis Transform
Adaptive Compact Attention For Few-shot Video-to-video Translation
Arxiv 2020
Floorplan-Jigsaw: Jointly Estimating Scene Layout and Aligning Partial Scans
ICCV 2019
Image-based Reconstruction of Wire Art
Supporting easy physical-to-virtual creation of mobile vr maze games: a new genre
CHI 2017
A Novel Workbench for Collaboratively Constructing 3D Virtual Environment
IIKI 2017

Invited Talks

  • Geometric Learning and Analysis for High-level Shape Understanding
    Tencent AI Lab
    October, 2021

  • Point2Skeleton: Learning Skeletal Representations of Point Clouds
    Vision and Learning Seminar (VALSE Webinar)
    August, 2021

  • State-of-the-art Applications of Medial Axis Transform in 3D Vision and Shape Analysis
    Advanced Computer Graphics, ShanghaiTech University
    March, 2021

  • Modeling 3D Shapes by Reinforcement Learning
    Holistic Scene Structures for 3D Vision, European Conference on Computer Vision 2020 Workshop
    August, 2020
  • Awards

  • Computer Science Postgraduate Scholarship [2016, 2018]
  • Postgraduate Scholarship [2016-2020]
  • Google Excellence Scholarship [2015]
  • President’s Scholarship (the highest honor in Shandong University) [2015]
  • Baosteel Scholarship [2015]
  • CCF (China Computer Federation) Top 100 Outstanding CS Students of China [2015]
  • National Scholarship of China [2013, 2014, 2015]
  • Patents

  • A mixed-reality game system based on ubiquitous computing
    China Invention Patent (Granted) CN105373224B

  • A collaborative scene modeling system based on wide-angle folding touch screens
    China Invention Patent (Granted) CN106406430B

  • A collaborative scene modeling system based on mobile terminals and holographic display
    China Invention Patent (Granted) CN104794752B

  • ©Cheng Lin.  Last updated: 14 Feb., 2022.