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Mengdi Huai
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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
2892018
Deep patient similarity learning for personalized healthcare
Q Suo, F Ma, Y Yuan, M Huai, W Zhong, J Gao, A Zhang
IEEE transactions on nanobioscience 17 (3), 219-227, 2018
1362018
Personalized disease prediction using a CNN-based similarity learning method
Q Suo, F Ma, Y Yuan, M Huai, W Zhong, A Zhang, J Gao
2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2017
1012017
Towards data poisoning attacks in crowd sensing systems
C Miao, Q Li, H Xiao, W Jiang, M Huai, L Su
Proceedings of the Eighteenth ACM International Symposium on Mobile Ad Hoc …, 2018
922018
Attack under disguise: An intelligent data poisoning attack mechanism in crowdsourcing
C Miao, Q Li, L Su, M Huai, W Jiang, J Gao
Proceedings of the 2018 World Wide Web Conference, 13-22, 2018
622018
Privacy-preserving naive bayes classification
M Huai, L Huang, W Yang, L Li, M Qi
Knowledge Science, Engineering and Management: 8th International Conference …, 2015
342015
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
302020
Multi-task sparse metric learning for monitoring patient similarity progression
Q Suo, W Zhong, F Ma, Y Ye, M Huai, A Zhang
2018 IEEE International Conference on Data Mining (ICDM), 477-486, 2018
302018
Pairwise learning with differential privacy guarantees
M Huai, D Wang, C Miao, J Xu, A Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 694-701, 2020
292020
Uncorrelated patient similarity learning
M Huai, C Miao, Q Suo, Y Li, J Gao, A Zhang
Proceedings of the 2018 SIAM International Conference on Data Mining, 270-278, 2018
272018
Adversarial attacks against lidar semantic segmentation in autonomous driving
Y Zhu, C Miao, F Hajiaghajani, M Huai, L Su, C Qiao
Proceedings of the 19th ACM conference on embedded networked sensor systems …, 2021
262021
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
242020
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
232019
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
232019
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
222019
Metric learning from probabilistic labels
M Huai, C Miao, Y Li, Q Suo, L Su, A Zhang
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
192018
Differentially Private Pairwise Learning Revisited.
Z Xue, S Yang, M Huai, Di Wang 0015
IJCAI, 3242-3248, 2021
132021
Privacy-aware Synthesizing for Crowdsourced Data.
M Huai, Di Wang 0015, C Miao, J Xu, A Zhang
IJCAI, 2542-2548, 2019
132019
Inductive graph unlearning
CL Wang, M Huai, D Wang
32nd USENIX Security Symposium (USENIX Security 23), 3205-3222, 2023
122023
Towards automating model explanations with certified robustness guarantees
M Huai, J Liu, C Miao, L Yao, A Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6935-6943, 2022
112022
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