Mingming Gong

Research Fellow
Department of Biomedical Informatics
University of Pittsburgh
Cubicle 520c, 5607 Baum Bouevard, Pittsburgh, PA 15206

Email: gongmingnjuatgmaildotcom


Home              Research              Publications              CV



Journals



Large Cone Non-negative Matrix Factorization [PDF]
Tongliang Liu, Mingming Gong, and Dacheng Tao.
IEEE Transactions on Neural Networks and Learning Systems 28(9): 2129-2142 (2017).



DERF: Distinctive Efficient Robust Features From the Biological Modeling of the P Ganglion Cells. [PDF]
Dawei Weng, Yunhong Wang, Mingming Gong, Dacheng Tao, Hui Wei, and Di Huang.
IEEE Transactions on Image Processing 24(8): 2287-2302 (2015).



Local Metric Learning for Exemplar-Based Object Detection. [PDF]
Xinge You, Qiang Li, Dacheng Tao, Weihua Ou, and Mingming Gong.
IEEE Transactions on Circuits and Systems for Video Technology: 1265-1276 (2014).



Spatial Pooling For Measuring Color Printing Quality Attributes. [PDF]
Mingming Gong and Marius Pedersen.
Journal of Visual Communication and Image Representation 23(5), pages: 685-696 (2012).



A Method Using Long Digital Straight Segments for Fingerprint Recognition. [PDF]
Xiubao Jiang, Xinge You, Yuan Yuan, and Mingming Gong.
Neurocomputing 77(1), pages: 28-35 (2012).


Conferences



Deep Ordinal Regression Network for Monocular Depth Estimation. [PDF][KITTI]
Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, and Dacheng Tao.
Accepted to 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018).



An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption.
Xiyu Yu, Tongliang Liu, Mingming Gong, Kayhan Batmanghelich, and Dacheng Tao.
Accepted to 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018).



Domain Generalization via Conditional Invariant Representations. [PDF][CODE]
Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, and Dacheng Tao.
Accepted to the 32nd AAAI Conference on Artificial Intelligence (AAAI 2018).



A Coarse-Fine Network for Keypoint Localization. [PDF]
Shaoli Huang, Mingming Gong, and Dacheng Tao.
2017 IEEE International Conference on Computer Vision (ICCV 2017), pages: 3047-3056.



Causal Discovery from Temporally Aggregated Time Series. [PDF]
Mingming Gong, Kun Zhang, Bernhard Schölkopf, Clark Glymour, and Dacheng Tao.
Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence (UAI 2017).



Domain Adaptation with Conditional Transferable Components. [PDF][CODE]
Mingming Gong, Kun Zhang, Tongliang Liu, Dacheng Tao, Clark Glymour, and Bernhard Schölkopf.
Proceedings of the 33rd International Conference on Machine Learning (ICML 2016), pages: 2839-2848.



Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components. [PDF][CODE]
Philipp Geiger, Kun Zhang, Mingming Gong, Bernhard Schölkopf, and Dominik Janzing.
Proceedings of the 32nd International Conference on Machine Learning (ICML 2015), pages: 1917-1925.



Discovering Temporal Causal Relations from Subsampled Data. [PDF][CODE]
Mingming Gong*, Kun Zhang*, Bernhard Schölkopf, Dacheng Tao, and Philipp Geiger. (*Co-first author)
Proceedings of the 32nd International Conference on Machine Learning (ICML 2015), pages: 1898–1906.



Multi-Source Domain Adaptation: A Causal View. [PDF][CODE]
Kun Zhang, Mingming Gong, and Bernhard Schölkopf.
Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015), pages: 3150-3157.



Efficient Group Learning with Hypergraph Partition in Multi-task Learning. [PDF]
Quanming Yao, Xiubao Jiang, Mingming Gong, Xinge You, Yu Liu, and Duanquan Xu.
Proceedings of the 5th Chinese Conference on Pattern Recognition (CCPR 2012), pages: 9-16.



Structured Sparse Coding for Image Representation based on L1-graph. [PDF]
Weihua Ou, Xinge You, Yiu-ming Cheung, Qinmu Peng, Mingming Gong, and Xiubao Jiang.
Proceedings of the 21st International Conference on Pattern Recognition (ICPR 2012), pages: 3220-3223.



Long digital straight segments for fingerprint matching. [PDF]
Xiubao Jiang, Long Zhou, Mingming Gong, and Xinge You.
Proceedings of 9th International Conference on Machine Learning and Cybernetics (ICMLC 2010), pages: 769-774.