Yujing Lou

I am a second-year Ph.D. student in the Department of Computer Science and Engineering at Shanghai Jiao Tong University, advised by Prof. Cewu Lu and Prof. Lizhuang Ma. Before that, I received my B.S degree in Computer Science and Technology from Harbin Institute of Technology in 2018, and M.S. degree in Computer Science and Technology from Shanghai Jiao Tong University in 2020. I was a member of Elite Program in Honors School of HIT.

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Research

I am interested in 3D scene/object understanding. My research experiences focus on the algorithms and applications of deep learning and robot vision, especially on facilitating semantic understanding of 3D scene by finding implicit correspondences between models which will help interacting with environment in the future work.

Education
Shanghai Jiao Tong University
Department of Computer Science and Engineering

Sep. 2020 - Present
Ph.D. Candidate

Sep. 2018 - Sep. 2020
Master of Computer Science and Technology
cs188 National University of Singapore
School of Computing

Jul. 2017 - Aug. 2017
Summer Research Program
cs188 Harbin Institute of Technology
School of Computer Science and Technology & Honors School

Sep. 2014 - Jun. 2018
Bachelor of Engineering
Publications
Localization with Sampling-Argmax
Jiefeng Li, Tong Chen, Ruiqi Shi, Yujing Lou, Yong-Lu Li and Cewu Lu

Thirty-Fifth Conference on Neural Information Processing Systems (NeurIPS), 2021
[arXiv][code]
Understanding Pixel-level 2D Image Semantics with 3D Keypoint Knowledge Engine
Yang You, Chengkun Li, Yujing Lou, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[paper]
Human Correspondence Consensus for 3D Object Semantic Understanding
Yujing Lou*, Yang You*, Chengkun Li*, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu (*=equal contribution)

European Conference on Computer Vision (ECCV), 2020
[arXiv] [paper] [code]
KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations
Yang You, Yujing Lou, Chengkun Li, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Cewu Lu, Weiming Wang

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[arXiv] [paper] [data]
Pointwise Rotation-invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution
Yang You*, Yujing Lou*, Qi Liu, Yu-Wing Tai, Lizhuang Ma, Cewu Lu, Weiming Wang (*=equal contribution)

AAAI Conference on Artificial Intelligence (AAAI), 2020
[arXiv] [paper] [code]
Public Services
  • Reviewer: NeurIPS 2021 (Datasets and Benchmarks Track).
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    Hornors and Awards
  • Top 10 Graduates of Honors School (10 in 230) • 2018
  • China National Scholarship, Ministry of Education of P.R. China • 2017
  • Samsung Scholarship • 2016
  • Selected Member of HIT Elite Program in Computer Science (Honors School of HIT) • 2015
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    Thanks for the design.