Yan Liu
Yan Liu
Associate Professor, Computer Science
Verified email at usc.edu - Homepage
TitleCited byYear
Topic-link LDA: joint models of topic and author community
Y Liu, A Niculescu-Mizil, W Gryc
proceedings of the 26th annual international conference on machine learning …, 2009
3142009
Recurrent neural networks for multivariate time series with missing values
Z Che, S Purushotham, K Cho, D Sontag, Y Liu
Scientific reports 8 (1), 6085, 2018
2572018
Temporal causal modeling with graphical granger methods
A Arnold, Y Liu, N Abe
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
2142007
The DARPA Twitter bot challenge
VS Subrahmanian, A Azaria, S Durst, V Kagan, A Galstyan, K Lerman, ...
Computer 49 (6), 38-46, 2016
1992016
Text mining for product attribute extraction
R Ghani, K Probst, Y Liu, M Krema, A Fano
ACM SIGKDD Explorations Newsletter 8 (1), 41-48, 2006
1922006
Kernel conditional random fields: representation and clique selection
J Lafferty, X Zhu, Y Liu
Proceedings of the twenty-first international conference on Machine learning, 64, 2004
1922004
On predicting rare classes with SVM ensembles in scene classification
R Yan, Y Liu, R Jin, A Hauptmann
Acoustics, Speech, and Signal Processing, 2003. Proceedings.(ICASSP'03 …, 2003
1692003
Collaborative topic regression with social matrix factorization for recommendation systems
S Purushotham, Y Liu, CCJ Kuo
arXiv preprint arXiv:1206.4684, 2012
1592012
Grouped graphical Granger modeling for gene expression regulatory networks discovery
AC Lozano, N Abe, Y Liu, S Rosset
Bioinformatics 25 (12), i110-i118, 2009
1432009
Deep computational phenotyping
Z Che, D Kale, W Li, MT Bahadori, Y Liu
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
1422015
EBM: an entropy-based model to infer social strength from spatiotemporal data
H Pham, C Shahabi, Y Liu
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
1282013
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting
Y Li, R Yu, C Shahabi, Y Liu
ICLR, 2018
118*2018
Csi: A hybrid deep model for fake news detection
N Ruchansky, S Seo, Y Liu
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
115*2017
What is tumblr: A statistical overview and comparison
Y Chang, L Tang, Y Inagaki, Y Liu
ACM SIGKDD Explorations Newsletter 16 (1), 21-29, 2014
1022014
Spatial-temporal causal modeling for climate change attribution
AC Lozano, H Li, A Niculescu-Mizil, Y Liu, C Perlich, J Hosking, N Abe
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
982009
Segmentation conditional random fields (SCRFs): A new approach for protein fold recognition
Y Liu, J Carbonell, P Weigele, V Gopalakrishnan
Research in Computational Molecular Biology, 408-422, 2005
93*2005
A new boosting algorithm using input-dependent regularizer
R Jin, Y Liu, L Si, JG Carbonell, A Hauptmann
80*2003
GLAD: group anomaly detection in social media analysis
R Yu, X He, Y Liu
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
792014
Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning
MT Bahadori, QR Yu, Y Liu
Advances in Neural Information Processing Systems, 3491-3499, 2014
782014
Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction
S Seo, J Huang, H Yang, Y Liu
Proceedings of the Eleventh ACM Conference on Recommender Systems, 297-305, 2017
772017
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