Liuyi Yao
Liuyi Yao
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Title
Cited by
Cited by
Year
Representation learning for treatment effect estimation from observational data
L Yao, S Li, Y Li, M Huai, J Gao, A Zhang
Advances in Neural Information Processing Systems 31, 2018
592018
A survey on causal inference
L Yao, Z Chu, S Li, Y Li, J Gao, A Zhang
arXiv preprint arXiv:2002.02770, 2020
112020
Online truth discovery on time series data
L Yao, L Su, Q Li, Y Li, F Ma, J Gao, A Zhang
Proceedings of the 2018 siam international conference on data mining, 162-170, 2018
112018
DTEC: Distance transformation based early time series classification
L Yao, Y Li, Y Li, H Zhang, M Huai, J Gao, A Zhang
Proceedings of the 2019 SIAM International Conference on Data Mining, 486-494, 2019
102019
On the estimation of treatment effect with text covariates
L Yao, S Li, Y Li, H Xue, J Gao, A Zhang
International Joint Conference on Artificial Intelligence, 2019
62019
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm.
M Huai, H Xue, C Miao, L Yao, L Su, C Chen, A Zhang
IJCAI, 2535-2541, 2019
62019
Recurrent Imputation for Multivariate Time Series with Missing Values
Q Suo, L Yao, G Xun, J Sun, A Zhang
2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2019
52019
Ace: Adaptively similarity-preserved representation learning for individual treatment effect estimation
L Yao, S Li, Y Li, M Huai, J Gao, A Zhang
2019 IEEE International Conference on Data Mining (ICDM), 1432-1437, 2019
42019
Causal Inference Meets Machine Learning
P Cui, Z Shen, S Li, L Yao, Y Li, Z Chu, J Gao
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
22020
Finding similar medical questions from question answering websites
Y Li, L Yao, N Du, J Gao, Q Li, C Meng, C Zhang, W Fan
arXiv preprint arXiv:1810.05983, 2018
22018
Malicious Attacks against Deep Reinforcement Learning Interpretations
M Huai, J Sun, R Cai, L Yao, A Zhang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
2020
EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks
J Liu, J Ji, G Xun, L Yao, M Huai, A Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4852-4859, 2020
2020
Representation Learning for Treatment Effect Estimation
L Yao
PQDT-Global, 2020
2020
Estimating Brain Effective Connectivity in fMRI data by Non-stationary Dynamic Bayesian Networks
J Liu, J Ji, L Yao, A Zhang
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
2019
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