Publications

Papers & Publications

*Equal First Author, #Corresponding Author

. Exemplar Normalization for Learning Deep Representation . CVPR 2020

arxiv

. MetaSelection: Metaheuristic Sub-Structure Selection for Neural Network Pruning Using Evolutionary Algorithm . ECAI 2020
. AN EFFICIENT HYBRID MODEL FOR KIDNEY TUMOR SEGMENTATION IN CT IMAGES . ISBI 2020
. PROGRESSIVE ABDOMINAL SEGMENTATION WITH ADAPTIVELY HARD REGION PREDICTION AND FEATURE ENHANCEMENT . ISBI 2020
. Semi-Supervised Video Salient Object Detection Using Pseudo-Labels . ICCV 2019

arxiv

. Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model . PLOS Computational Biology, 2017. (official 1st for CASP12, Highly cited paper of web of science, PLOS Computational Biology Research Prize 2018 in the category Breakthrough Advance/Innovation.).

arxiv link to CASP12

. High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference . ICCV 2017(spotlight, 2.61%)

arxiv

. Folding membrane proteins by deep transfer learning , Cell Systems,2017 5(3):202-211.(Cover Letter Paper)

cell page

. Predicting membrane protein contacts from non-membrane proteins by deep transfer learning . The 21st International Conference on Research in Computational Molecular Biology (RECOMB) 2017

arxiv

, Protein Secondary Structure Prediction Using Cascaded Convolutional and Recurrent Neural Networks , Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI), New York

IJCAI page Paper repo on Github

. LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling . European Conference on Computer Vision (ECCV), Amsterdam

arxiv Paper repo on Github

Highlighted

Highlighted Projects

International Conference on Computer Vision (ICCV), Venice, October 2017. (ICCV spotlight, 2.61%)

Cell Systems,2017 5(3):202-211.(Cover Letter Paper)

PLOS Computational Biology, 2017 (official 1st for CASP12, Highly cited paper of web of science, PLOS Computational Biology Research Prize 2018 in the category Breakthrough Advance/Innovation.)

ECCV 2016

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI), New York

In Progress

papers on the way, arxiv papers & others

. MetaSelection: Metaheuristic Sub-Structure Selection for Neural Network Pruning Using Evolutionary Algorithm . ECAI 2020
. AN EFFICIENT HYBRID MODEL FOR KIDNEY TUMOR SEGMENTATION IN CT IMAGES . ISBI 2020
. PROGRESSIVE ABDOMINAL SEGMENTATION WITH ADAPTIVELY HARD REGION PREDICTION AND FEATURE ENHANCEMENT . ISBI 2020

Projects

projects & Github repo

PointASNL

code for the CVPR 2020 paper: PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling

Awards

Awards & Honors

  • CCF-Tencent Rhino bird 2019 Award.
  • PLOS Computational Biology Research Prize 2018 in the category Breakthrough Advance/Innovation.

Professional activities

Conference Reviewer/Program Committee & Journal Reviewer

Conference Reviewer/Program Committee

  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 2020
  • European Conference on Computer Vision (ECCV): 2020
  • AAAI Conference on Artificial Intelligence (AAAI): 2020
  • Medical Image Computing and Computer Assisted Intervention (MICCAI): 2020
  • International Conference on Computer Vision (ICCV): 2019

Journal Reviewer

  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020
  • IEEE Transactions on Multimedia (TMM), 2018

Teaching

Classroom & Workshop leadership

CIE6032&MDS6232

  • Deep Learning and its Applicaitons

EIE4512

  • Digital Image Processing

Contact