Dongjin Song
Dongjin Song
Research Staff Member @ NEC Labs America (Ph.D, UC San Diego)
Verified email at ucsd.edu
TitleCited byYear
Biologically inspired feature manifold for scene classification
D Song, D Tao
IEEE Transactions on Image Processing 19 (1), 174-184, 2010
2162010
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
Y Qin, D Song, H Cheng, W Cheng, G Jiang, G Cottrell
International Joint Conference on Artificial Intelligence (IJCAI), 2017, 2017
1302017
High resolution population estimates from telecommunications data
RW Douglass, DA Meyer, M Ram, D Rideout, D Song
EPJ Data Science 4 (1), 4, 2015
632015
Top Rank Supervised Binary Coding for Visual Search
D Song, W Liu, R Ji, DA Meyer, J Smith
The IEEE International Conference on Computer Vision (ICCV), 1922-1930, 2015
462015
Learning deep network representations with adversarially regularized autoencoders
W Yu, C Zheng, W Cheng, CC Aggarwal, D Song, B Zong, H Chen, ...
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
272018
Recommending positive links in signed social networks by optimizing a generalized AUC
D Song, DA Meyer
Twenty-ninth AAAI conference on artificial intelligence, 2015
272015
Efficient latent link recommendation in signed networks
D Song, DA Meyer, D Tao
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
262015
C1 units for scene classification
D Song, D Tao
2008 19th International Conference on Pattern Recognition, 1-4, 2008
192008
Rank preserving hashing for rapid image search
D Song, W Liu, DA Meyer, D Tao, R Ji
2015 Data Compression Conference, 353-362, 2015
172015
A deep neural network for unsupervised anomaly detection and diagnosis in multivariate time series data
C Zhang, D Song, Y Chen, X Feng, C Lumezanu, W Cheng, J Ni, B Zong, ...
Proceedings of the AAAI Conference on Artificial Intelligence 33, 1409-1416, 2019
162019
Analyzing social divisions using cell phone data
O Bucicovschi, RW Douglass, DA Meyer, M Ram, D Rideout, D Song
D4D book: mobile phone data for development. Analysis of mobile phone …, 2013
152013
Link sign prediction and ranking in signed directed social networks
D Song, DA Meyer
Social network analysis and mining 5 (1), 52, 2015
142015
Efficient Robust Conditional Random Fields
D Song, W Liu, T Zhou, D Tao, DA Meyer
IEEE Transactions on Image Processing 24 (10), 3124-3136, 2015
142015
Top-k Link Recommendation in Social Networks
D Song, DA Meyer, D Tao
IEEE International Conference on Data Mining, 2015
142015
Fast nonnegative matrix factorization with rank-one admm
D Song, DA Meyer, MR Min
NIPS 2014 Workshop on Optimization for Machine Learning (OPT2014), 2014
142014
Fast Structural Binary Coding
D Song, W Liu, DA Meyer
International Joint Conference on Artificial Intelligence (IJCAI), 2018-2024, 2016
112016
Deep r-th root of rank supervised joint binary embedding for multivariate time series retrieval
D Song, N Xia, W Cheng, H Chen, D Tao
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
92018
A model of consistent node types in signed directed social networks
D Song, DA Meyer
Proceedings of the 2014 IEEE/ACM International Conference on Advances in …, 2014
82014
Discriminative geometry preserving projections
D Song, D Tao
Image Processing (ICIP), 2009 16th IEEE International Conference on, 2457-2460, 2009
72009
Large margin high-order deep learning with auxiliary tasks for video-based anomaly detection
R Min, D Song, E Cosatto
US Patent 9,864,912, 2018
62018
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