متابعة
Le Song
Le Song
GenBio AI, Mohamed bin Zayed University of Artificial Intelligence
بريد إلكتروني تم التحقق منه على mbzuai.ac.ae - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
36412017
Learning combinatorial optimization algorithms over graphs‏
E Khalil, H Dai, Y Zhang, B Dilkina, L Song‏
Advances in neural information processing systems 30, 2017‏
18812017
A kernel statistical test of independence‏
A Gretton, K Fukumizu, C Teo, L Song, B Schölkopf, A Smola‏
Advances in neural information processing systems 20, 2007‏
11292007
A Hilbert space embedding for distributions‏
A Smola, A Gretton, L Song, B Schölkopf‏
International conference on algorithmic learning theory, 13-31, 2007‏
10602007
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
9322018
Scientific discovery in the age of artificial intelligence‏
H Wang, T Fu, Y Du, W Gao, K Huang, Z Liu, P Chandak, S Liu, ...‏
Nature 620 (7972), 47-60, 2023‏
9082023
Discriminative embeddings of latent variable models for structured data‏
H Dai, B Dai, L Song‏
International conference on machine learning, 2702-2711, 2016‏
8922016
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
8172017
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
8132016
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
7822017
Learning to explain: An information-theoretic perspective on model interpretation‏
J Chen, L Song, M Wainwright, M Jordan‏
International conference on machine learning, 883-892, 2018‏
7392018
Stochastic training of graph convolutional networks with variance reduction‏
J Chen, J Zhu, L Song‏
arXiv preprint arXiv:1710.10568, 2017‏
6462017
Know-evolve: Deep temporal reasoning for dynamic knowledge graphs‏
R Trivedi, H Dai, Y Wang, L Song‏
international conference on machine learning, 3462-3471, 2017‏
6282017
Variational reasoning for question answering with knowledge graph‏
Y Zhang, H Dai, Z Kozareva, A Smola, L Song‏
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018‏
5702018
Feature Selection via Dependence Maximization.‏
L Song, A Smola, A Gretton, J Bedo, K Borgwardt‏
Journal of Machine Learning Research 13 (5), 2012‏
5102012
Learning to branch in mixed integer programming‏
E Khalil, P Le Bodic, L Song, G Nemhauser, B Dilkina‏
Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016‏
5052016
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
4792007
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
4712013
Syntax-directed variational autoencoder for structured data‏
H Dai, Y Tian, B Dai, S Skiena, L Song‏
arXiv preprint arXiv:1802.08786, 2018‏
4282018
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
4212009
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مقالات 1–20