Le Song
Le Song
Verified email at cc.gatech.edu - Homepage
Title
Cited by
Cited by
Year
Sphereface: Deep hypersphere embedding for face recognition
W Liu, Y Wen, Z Yu, M Li, B Raj, L Song
Proceedings of the IEEE conference on computer vision and pattern …, 2017
14282017
A Hilbert space embedding for distributions
A Smola, A Gretton, L Song, B Schölkopf
International Conference on Algorithmic Learning Theory, 13-31, 2007
7072007
A kernel statistical test of independence.
A Gretton, K Fukumizu, CH Teo, L Song, B Schölkopf, AJ Smola
Nips 20, 585-592, 2007
5742007
Learning combinatorial optimization algorithms over graphs
H Dai, EB Khalil, Y Zhang, B Dilkina, L Song
arXiv preprint arXiv:1704.01665, 2017
5062017
Discriminative embeddings of latent variable models for structured data
H Dai, B Dai, L Song
International conference on machine learning, 2702-2711, 2016
3862016
Recurrent marked temporal point processes: Embedding event history to vector
N Du, H Dai, R Trivedi, U Upadhyay, M Gomez-Rodriguez, L Song
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
3432016
Feature selection via dependence maximization.
L Song, A Smola, A Gretton, J Bedo, K Borgwardt
Journal of Machine Learning Research 13 (5), 2012
3302012
Supervised feature selection via dependence estimation
L Song, A Smola, A Gretton, KM Borgwardt, J Bedo
Proceedings of the 24th international conference on Machine learning, 823-830, 2007
3152007
Estimating time-varying networks
M Kolar, L Song, A Ahmed, EP Xing
Annals of Applied Statistics 4 (1), 94-123, 2010
2962010
GRAM: graph-based attention model for healthcare representation learning
E Choi, MT Bahadori, L Song, WF Stewart, J Sun
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
2942017
Learning social infectivity in sparse low-rank networks using multi-dimensional hawkes processes
K Zhou, H Zha, L Song
Artificial Intelligence and Statistics, 641-649, 2013
2942013
Scalable influence estimation in continuous-time diffusion networks
N Du, L Song, M Gomez-Rodriguez, H Zha
Advances in neural information processing systems 26, 3147, 2013
2872013
The ‘when’and ‘where’of perceiving signals of threat versus non-threat
LM Williams, D Palmer, BJ Liddell, L Song, E Gordon
Neuroimage 31 (1), 458-467, 2006
2842006
Deep fried convnets
Z Yang, M Moczulski, M Denil, N De Freitas, A Smola, L Song, Z Wang
Proceedings of the IEEE International Conference on Computer Vision, 1476-1483, 2015
2812015
Influence estimation and maximization in continuous-time diffusion networks
M Gomez-Rodriguez, L Song, N Du, H Zha, B Schölkopf
ACM Transactions on Information Systems (TOIS) 34 (2), 1-33, 2016
2502016
Neural network-based graph embedding for cross-platform binary code similarity detection
X Xu, C Liu, Q Feng, H Yin, L Song, D Song
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017
2432017
Hilbert space embeddings of conditional distributions with applications to dynamical systems
L Song, J Huang, A Smola, K Fukumizu
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
2382009
Adversarial attack on graph structured data
H Dai, H Li, T Tian, X Huang, L Wang, J Zhu, L Song
International conference on machine learning, 1115-1124, 2018
2292018
A state-space mixed membership blockmodel for dynamic network tomography
EP Xing, W Fu, L Song
Annals of Applied Statistics 4 (2), 535-566, 2010
2272010
Hilbert space embeddings of hidden Markov models
L Song, B Boots, S Siddiqi, GJ Gordon, A Smola
2212010
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Articles 1–20