@inproceedings{DBLP:conf/aaai/Mu16,
  author    = {Yadong Mu},
  title     = {Fixed-Rank Supervised Metric Learning on Riemannian Manifold},
  booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
               February 12-17, 2016, Phoenix, Arizona, {USA.}},
  pages     = {1941--1947},
  year      = {2016}
}
  

 @article{tkde_ym16,
  author    = {Yadong Mu and Wei Liu and Xiaobai Liu and Wei Fan},
  title     = {Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization},
  journal	= {to appear in IEEE Transactions on Knowledge and Data Engineering (TKDE)},
  year      = {2016}
}
  

@article{DBLP:journals/corr/ShenMLYS16,
  author    = {Fumin Shen and
               Yadong Mu and
               Wei Liu and
               Yang Yang and
               Heng Tao Shen},
  title     = {Learning Binary Codes and Binary Weights for Efficient Classification},
  journal   = {CoRR},
  volume    = {abs/1603.04116},
  year      = {2016}
}
  

  @inproceedings{DBLP:conf/icde/LuoYCLFHM15,
  author    = {Ge Luo and
               Ke Yi and
               Siu{-}Wing Cheng and
               Zhenguo Li and
               Wei Fan and
               Cheng He and
               Yadong Mu},
  title     = {Piecewise linear approximation of streaming time series data with
               max-error guarantees},
  booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
               Seoul, South Korea, April 13-17, 2015},
  pages     = {173--184},
  year      = {2015}
}
  

 @article{DBLP:journals/sigpro/DengLML15,
  author    = {Cheng Deng and
               Xianglong Liu and
               Yadong Mu and
               Jie Li},
  title     = {Large-scale multi-task image labeling with adaptive relevance discovery
               and feature hashing},
  journal   = {Signal Processing},
  volume    = {112},
  pages     = {137--145},
  year      = {2015}
}
  

 @article{DBLP:journals/tcyb/LiuMZLL15,
  author    = {Xianglong Liu and
               Yadong Mu and
               Danchen Zhang and
               Bo Lang and
               Xuelong Li},
  title     = {Large-Scale Unsupervised Hashing with Shared Structure Learning},
  journal   = {{IEEE} Trans. Cybernetics},
  volume    = {45},
  number    = {9},
  pages     = {1811--1822},
  year      = {2015}
}
  

 @article{DBLP:journals/cviu/MuYCYT14,
  author    = {Yadong Mu and
               Yi Yang and
               Liangliang Cao and
               Shuicheng Yan and
               Qi Tian},
  title     = {Guest Editorial: Special issue on large scale multimedia semantic indexing},
  journal   = {Computer Vision and Image Understanding},
  volume    = {124},
  pages     = {1--2},
  year      = {2014}
}
  

 @article{DBLP:journals/tcsv/MuLY14,
  author    = {Yadong Mu and
               Wei Liu and
               Shuicheng Yan},
  title     = {Video De-Fencing},
  journal   = {{IEEE} Trans. Circuits Syst. Video Techn.},
  volume    = {24},
  number    = {7},
  pages     = {1111--1121},
  year      = {2014}
}
  

 @article{DBLP:journals/tomccap/LiuMLC14,
  author    = {Xianglong Liu and
               Yadong Mu and
               Bo Lang and
               Shih{-}Fu Chang},
  title     = {Mixed image-keyword query adaptive hashing over multilabel images},
  journal   = {{TOMCCAP}},
  volume    = {10},
  number    = {2},
  pages     = {22},
  year      = {2014}
}
  

 @inproceedings{DBLP:conf/cvpr/MuHFC14,
  author    = {Yadong Mu and
               Gang Hua and
               Wei Fan and
               Shih{-}Fu Chang},
  title     = {Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification},
  booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
               {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages     = {979--986},
  year      = {2014}
}
  

@inproceedings{DBLP:conf/kdd/ZhangTMF14,
  author    = {Junbo Zhang and
               Guangjian Tian and
               Yadong Mu and
               Wei Fan},
  title     = {Supervised deep learning with auxiliary networks},
  booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
               and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
               2014},
  pages     = {353--361},
  year      = {2014}
}
  

@article{DBLP:journals/ijon/Mu13,
  author    = {Yadong Mu},
  title     = {Computational facial attractiveness prediction by aesthetics-aware
               features},
  journal   = {Neurocomputing},
  volume    = {99},
  pages     = {59--64},
  year      = {2013}
}
  

@article{DBLP:journals/tomccap/ChenMLYRC13,
  author    = {Xiangyu Chen and
               Yadong Mu and
               Hairong Liu and
               Shuicheng Yan and
               Yong Rui and
               Tat{-}Seng Chua},
  title     = {Large-scale multilabel propagation based on efficient sparse graph
               construction},
  journal   = {{TOMCCAP}},
  volume    = {10},
  number    = {1},
  pages     = {6},
  year      = {2013}
}
  

@inproceedings{DBLP:conf/iccv/TalwalkarMMCJ13,
  author    = {Ameet Talwalkar and
               Lester W. Mackey and
               Yadong Mu and
               Shih{-}Fu Chang and
               Michael I. Jordan},
  title     = {Distributed Low-Rank Subspace Segmentation},
  booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
               Australia, December 1-8, 2013},
  pages     = {3543--3550},
  year      = {2013}
}
  

@article{DBLP:journals/ijmir/MuCLCY12,
  author    = {Yadong Mu and
               Xiangyu Chen and
               Xianglong Liu and
               Tat{-}Seng Chua and
               Shuicheng Yan},
  title     = {Multimedia semantics-aware query-adaptive hashing with bits reconfigurability},
  journal   = {{IJMIR}},
  volume    = {1},
  number    = {1},
  pages     = {59--70},
  year      = {2012}
}
  

@inproceedings{DBLP:conf/eccv/MuWC12,
  author    = {Yadong Mu and
               John Wright and
               Shih{-}Fu Chang},
  title     = {Accelerated Large Scale Optimization by Concomitant Hashing},
  booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
               Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {I}},
  pages     = {414--427},
  year      = {2012}
}
  

@inproceedings{DBLP:conf/eccv/CaoMNCHS12,
  author    = {Liangliang Cao and
               Yadong Mu and
               Apostol Natsev and
               Shih{-}Fu Chang and
               Gang Hua and
               John R. Smith},
  title     = {Scene Aligned Pooling for Complex Video Recognition},
  booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
               Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {II}},
  pages     = {688--701},
  year      = {2012}
}
  

@inproceedings{trecvid12,
author    = {Liangliang Cao and
	Shih-Fu Chang and
	Noel Codella and
	Courtenay Cotton and
	Dan Ellis and
	Leiguang Gong and
	Matthew hill and
	Gang Hua and
	John Kender and
	Michele Merler and
	Yadong Mu and
	John R. Smith and
	Felix X. Yu},
  title     = {IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems},
  booktitle = {NIST TRECVID Workshop},
  year      = {2012}
}
  

@inproceedings{DBLP:conf/icml/LiuWMKC12,
  author    = {Wei Liu and
               Jun Wang and
               Yadong Mu and
               Sanjiv Kumar and
               Shih{-}Fu Chang},
  title     = {Compact Hyperplane Hashing with Bilinear Functions},
  booktitle = {Proceedings of the 29th International Conference on Machine Learning,
               {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  year      = {2012}
}
  

@inproceedings{DBLP:conf/mir/LiuMLC12,
  author    = {Xianglong Liu and
               Yadong Mu and
               Bo Lang and
               Shih{-}Fu Chang},
  title     = {Compact hashing for mixed image-keyword query over multi-label images},
  booktitle = {International Conference on Multimedia Retrieval, {ICMR} '12, Hong
               Kong, China, June 5-8, 2012},
  pages     = {18},
  year      = {2012}
}
  

@inproceedings{DBLP:conf/mm/CaoLMC12,
  author    = {Liangliang Cao and
               Zhenguo Li and
               Yadong Mu and
               Shih{-}Fu Chang},
  title     = {Submodular video hashing: a unified framework towards video pooling
               and indexing},
  booktitle = {Proceedings of the 20th {ACM} Multimedia Conference, {MM} '12, Nara,
               Japan, October 29 - November 02, 2012},
  pages     = {299--308},
  year      = {2012}
}
  

@article{DBLP:journals/ijon/MuZ11,
  author    = {Yadong Mu and
               Bingfeng Zhou},
  title     = {Non-uniform multiple kernel learning with cluster-based gating functions},
  journal   = {Neurocomputing},
  volume    = {74},
  number    = {7},
  pages     = {1095--1101},
  year      = {2011}
}
  

@inproceedings{trecvid11,
  author    = {Liangliang Cao and
  					Shih-Fu Chang and
  					Noel Codella and
  					Courtenay Cotton and
  					Dan Ellis and
  					Leiguang Gong and
  					Matthew hill and
  					Gang Hua and
  					John Kender and
  					Michele Merler and
               Yadong Mu and
               Apostol Natsev and
               John R. Smith},
  title     = {IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System},
  booktitle = {NIST TRECVID Workshop},
  year      = {2011}
}
  

@article{DBLP:journals/pr/BaoNMY11,
  author    = {Bing{-}Kun Bao and
               Bingbing Ni and
               Yadong Mu and
               Shuicheng Yan},
  title     = {Efficient region-aware large graph construction towards scalable multi-label
               propagation},
  journal   = {Pattern Recognition},
  volume    = {44},
  number    = {3},
  pages     = {598--606},
  year      = {2011}
}
  

@inproceedings{DBLP:conf/cvpr/MuDYY11,
  author    = {Yadong Mu and
               Jian Dong and
               Xiaotong Yuan and
               Shuicheng Yan},
  title     = {Accelerated low-rank visual recovery by random projection},
  booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
               {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
  pages     = {2609--2616},
  year      = {2011}
}
  

@inproceedings{DBLP:conf/icdm/LiuYMHCZ11,
  author    = {Dong Liu and
               Shuicheng Yan and
               Yadong Mu and
               Xian{-}Sheng Hua and
               Shih{-}Fu Chang and
               Hong{-}Jiang Zhang},
  title     = {Towards Optimal Discriminating Order for Multiclass Classification},
  booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
               Vancouver, BC, Canada, December 11-14, 2011},
  pages     = {388--397},
  year      = {2011}
}
  

@inproceedings{DBLP:conf/mir/MuCCY11,
  author    = {Yadong Mu and
               Xiangyu Chen and
               Tat{-}Seng Chua and
               Shuicheng Yan},
  title     = {Learning reconfigurable hashing for diverse semantics},
  booktitle = {Proceedings of the 1st International Conference on Multimedia Retrieval,
               {ICMR} 2011, Trento, Italy, April 18 - 20, 2011},
  pages     = {7},
  year      = {2011}
}
  

@article{DBLP:journals/ijdar/HuTGM10,
  author    = {Kui Hu and
               Zhi Tang and
               Liangcai Gao and
               Yadong Mu},
  title     = {{MC-JBIG2:} an improved algorithm for Chinese textual image compression},
  journal   = {{IJDAR}},
  volume    = {13},
  number    = {4},
  pages     = {271--284},
  year      = {2010}
}
  

@article{DBLP:journals/tmm/MuZY10,
  author    = {Yadong Mu and
               Bingfeng Zhou and
               Shuicheng Yan},
  title     = {Information-Theoretic Analysis of Input Strokes in Visual Object Cutout},
  journal   = {{IEEE} Trans. Multimedia},
  volume    = {12},
  number    = {8},
  pages     = {843--852},
  year      = {2010}
}
  

@inproceedings{DBLP:conf/aaai/MuY10,
  author    = {Yadong Mu and
               Shuicheng Yan},
  title     = {Non-Metric Locality-Sensitive Hashing},
  booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
               {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
  year      = {2010}
}
  

@inproceedings{DBLP:conf/cvpr/MuSY10,
  author    = {Yadong Mu and
               Jialie Shen and
               Shuicheng Yan},
  title     = {Weakly-supervised hashing in kernel space},
  booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
               Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
  pages     = {3344--3351},
  year      = {2010}
}
  

@inproceedings{DBLP:conf/eccv/MuSHCY10,
  author    = {Yadong Mu and
               Ju Sun and
               Tony X. Han and
               Loong Fah Cheong and
               Shuicheng Yan},
  title     = {Randomized Locality Sensitive Vocabularies for Bag-of-Features Model},
  booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer
               Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
               Part {III}},
  pages     = {748--761},
  year      = {2010}
}
  

@inproceedings{DBLP:conf/icmcs/SunMYC10,
  author    = {Ju Sun and
               Yadong Mu and
               Shuicheng Yan and
               Loong Fah Cheong},
  title     = {Activity recognition using dense long-duration trajectories},
  booktitle = {Proceedings of the 2010 {IEEE} International Conference on Multimedia
               and Expo, {ICME} 2010, 19-23 July 2010, Singapore},
  pages     = {322--327},
  year      = {2010}
}
  

@inproceedings{DBLP:conf/mm/ChenMYC10,
  author    = {Xiangyu Chen and
               Yadong Mu and
               Shuicheng Yan and
               Tat{-}Seng Chua},
  title     = {Efficient large-scale image annotation by probabilistic collaborative
               multi-label propagation},
  booktitle = {Proceedings of the 18th International Conference on Multimedia 2010,
               Firenze, Italy, October 25-29, 2010},
  pages     = {35--44},
  year      = {2010}
}
  

@inproceedings{DBLP:conf/icassp/MuZ09,
  author    = {Yadong Mu and
               Bingfeng Zhou},
  title     = {Connectivity similarity based transductive learning for interactive
               image segmentation},
  booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
               and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
  pages     = {1233--1236},
  year      = {2009}
}
  

@inproceedings{DBLP:conf/icmcs/MuZ09,
  author    = {Yadong Mu and
               Bingfeng Zhou},
  title     = {Prior-guided automatic object cutout in personal album},
  booktitle = {Proceedings of the 2009 {IEEE} International Conference on Multimedia
               and Expo, {ICME} 2009, June 28 - July 2, 2009, New York City, NY,
               {USA}},
  pages     = {538--541},
  year      = {2009}
}
  

@article{DBLP:journals/vc/MuYHZ08,
  author    = {Yadong Mu and
               Shuicheng Yan and
               Thomas S. Huang and
               Bingfeng Zhou},
  title     = {Contextual motion field-based distance for video analysis},
  journal   = {The Visual Computer},
  volume    = {24},
  number    = {7-9},
  pages     = {595--603},
  year      = {2008}
}
  

@inproceedings{DBLP:conf/cvpr/MuYLHZ08,
  author    = {Yadong Mu and
               Shuicheng Yan and
               Yi Liu and
               Thomas S. Huang and
               Bingfeng Zhou},
  title     = {Discriminative local binary patterns for human detection in personal
               album},
  booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
               Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
  year      = {2008}
}
  

@inproceedings{DBLP:conf/accv/MuZ07,
  author    = {Yadong Mu and
               Bingfeng Zhou},
  title     = {Co-segmentation of Image Pairs with Quadratic Global Constraint in
               MRFs},
  booktitle = {Computer Vision - {ACCV} 2007, 8th Asian Conference on Computer Vision,
               Tokyo, Japan, November 18-22, 2007, Proceedings, Part {II}},
  pages     = {837--846},
  year      = {2007}
}