Publications

Accepted Manuscripts

  • Feng Li, Loc Tran, Kim-Han Thung, Shuiwang Ji, Dinggang Shen, and Jiang Li
    A Robust Deep Model for Improved Classification of AD/MCI Patients
    IEEE Journal of Biomedical and Health Informatics (Accepted)

2015

  • Wenlu Zhang, Rongjian Li, Tao Zeng, Qian Sun, Sudhir Kumar, Jieping Ye, and Shuiwang Ji
    Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis
    The 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2015

  • Sen Yang, Qian Sun, Shuiwang Ji, Peter Wonka, Ian Davidson, Jieping Ye
    Structural Graphical Lasso for Learning Mouse Brain Connectivity
    The 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2015

  • Rongjian Li, Wenlu Zhang, Yao Zhao, Zhenfeng Zhu, and Shuiwang Ji
    Sparsity Learning Formulations for Mining Time-Varying Data
    IEEE Transactions on Knowledge and Data Engineering, 27(5): 1411-1423, 2015

  • Tao Yang, Xinlin Zhao, Binbin Lin, Tao Zeng, Shuiwang Ji, and Jieping Ye
    Automated Gene Expression Pattern Annotation in the Mouse Brain
    The 20th Pacific Symposium on Biocomputing (PSB), 144-155, 2015

2014

  • Rongjian Li, Wenlu Zhang, Heung-Il Suk, Li Wang, Jiang Li, Dinggang Shen, and Shuiwang Ji
    Deep Learning Based Imaging Data Completion for Improved Brain Disease Diagnosis
    The Seventeenth International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 305-312, 2014

  • Feng Li, Loc Tran, Kim-Ham Thung, Shuiwang Ji, Dinggang Shen, and Jiang Li
    Robust Deep Learning for Improved Classification of AD/MCI Patients
    The Fifth MICCAI Workshop on Machine Learning in Medical Imaging (MLMI), 2014

2013

2012

2011

2010

2009

2008

  • Shuiwang Ji, Liang Sun, Rong Jin and Jieping Ye
    Multi-Label Multiple Kernel Learning
    The Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), 777-784, 2008

  • Jianhui Chen, Shuiwang Ji, Betul Ceran, Qi Li, Mingrui Wu and Jieping Ye
    Learning Subspace Kernels for Classification
    The Fourteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), 106-114, 2008

2007