Mengqi Ji


Mengqi JI 季梦奇

Posdoc at Tsinghua University  supervised by Prof. Qionghai Dai

Research Interest: 3D perception, computional photography


  2020.07.25:  One paper is accepted by Patterns (Cell Press) to battle COVID-19!

  2020.05.18:  One paper is accepted by  IEEE TPAMI.

  2020.05.13:  One paper is accepted by  Nature Machine Intelligence.

  2019.11.22:  I joined in Prof. Qionghai Dai 's group to continue my postdoc career at Tsinghua University .

  2019.11.07:  Finally! I got Ph.D. degree in HKUST , Hong Kong.

Selected Publications

A Learning-based Model to Evaluate Hospitalization Priority in COVID-19 Pandemics

Yichao Zheng#, Yinheng Zhu#Mengqi Ji, Rongpin Wang, Xinfeng Liu, Mudan Zhang, Choo Hui Qin, Lu Fang*Shaohua Ma*

Patterns (Cell Press 2020)

[pdf] [code] [bibtex]

Augmenting Vascular Disease Diagnosis by Vasculature-aware Unsupervised Learning

Yong Wang#Mengqi Ji#, Shengwei Jiang#, Wang, Xukang, Jiamin Wu, Feng Duan, Jingtao Fan, Laiqiang Huang, Shaohua Ma*Lu Fang*Qionghai Dai*

Nature Machine Intelligence (NMI 2020)

[pdf] [code] [bibtex]

SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis

Mengqi Ji#, Jinzhi Zhang#Qionghai DaiLu Fang*

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2020)

[pdf] [ Sparse-MVS Leaderboard] [code] [bibtex]

SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis

Mengqi JiJuergen GallHaitian ZhengYebin LiuLu Fang*

IEEE Conference on Computer Vision and Pattern Recognition (ICCV 2017)

[pdf] [poster] [code] [bibtex]


  2018.04-2018.09: Prof. Andreas Geiger at MPI (Intelligent System) , Tuebingen, Germany.

  2016.09-2017.05: Prof. Juergen Gall at Uni-bonn , Bonn, Germany.

  2014.07-2015.06:  Prof. Eckehard Steinbach  at TUM , Munich, Germany.

  2012.08-2019.08: M.Sc. and Ph.D. at HKUST, Hong Kong. Supervisors:  Prof. Ling Shi and Prof. Lu Fang .

  2008.08-2012.06: B.Eng. at USTB , Beijing.