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Hongyang Li

lhy_ustb AT pku.edu.cn

Engineer

Tusimple Inc.

Personal Site

Biography

I am a third-year CS master student of School of Electronics Engineering and Computer Science, Peking University (PKU). It’s my great honor to be here to learn from Prof. Zhouchen Lin and a lot of excellent lab-mates. Before this, I obtained my bachelor’s degree from University of Science & Technology of Beijing(USTB) and double degree in economics from National School of Development, Peking University (PKU) in 2017.

Interests

  • Computer Vision
  • Object Detection
  • Panoptic Segmentation

Education

  • MSc in Computer Science, 2017-2020

    Peking University

  • BSc in Internet of Things, 2013-2017

    University of Science & Technology of Beijing

  • BSc in Economics (Dual Degree), 2014-2017

    Peking University

Curriculum Vitae

 
 
 
 
 

Intern

Vision Technology Department, Baidu

Jun 2019 – Sep 2019 Beijing

Research on:

  • Object Detection
 
 
 
 
 

Intern

LenzTech

Sep 2018 – Jun 2019 Beijing

Research on:

  • Object Detection

Publications @ZERO Lab

Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search. CVPR, 2021.

Most differentiable neural architecture search methods construct a super-net for search and derive a target-net as its sub-graph for …
Yibo Yang , Shan You , Hongyang Li , Fei Wang , Chen Qian , Zhouchen Lin
PDF

ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding. NeurIPS, 2020.

Neural architecture search (NAS) aims to produce the optimal sparse solution from a high-dimensional space spanned by all candidate …
Yibo Yang , Hongyang Li , Shan You , Fei Wang , Chen Qian , Zhouchen Lin
PDF Code

Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families. AAAI, 2020.

Inspired from the dynamical systems, this study aims to unravel and improve ResNets.
PDF

SOGNet: Scene Overlap Graph Network for Panoptic Segmentation. AAAI, 2020.

Our study aims to explicitly predict overlap relations and resolve overlaps in a differentiable way for the panoptic output.
PDF Code Slides

Awards

Innovative Award (PKU_ZERO Team)

COCO Challenge 2019 Nov 2019
We competed on the Panoptic Segmentation track

Runner-up (PKU_360 Team)

COCO Challenge 2018 Oct 2018
We competed on the Panoptic Segmentation track

The principal medal

University of Science and Technology of Beijing Jun 2017

ACM International Collegiate Programming Contest EC-Final Bronze Medal

ACM-ICPC Dec 2016

National scholarship

University of Science and Technology of Beijing Oct 2016

Beijing merit student

University of Science and Technology of Beijing Oct 2016

National scholarship

University of Science and Technology of Beijing Oct 2015

Crown scholarship

University of Science and Technology of Beijing Oct 2014

Special People’s scholarship

University of Science and Technology of Beijing Apr 2014