Publications

Papers & Publications

*Equal First Author, #Corresponding Author

. PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling . CVPR 2020

arxiv Github

. 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

, WaveNano: a signal-level nanopore base-caller via simultaneous prediction of nucleotide labels and move labels through bi-directional WaveNets. . Quantitative Biology, 2018.

Springer link

. 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

CVPR 2020
PDF Paper repo on Github

ECAI 2020

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

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

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.)
PLOS page link to CASP12

ECCV 2016
PDF Paper repo on Github

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

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