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Liuyi Yao

Ph.D

University of New York at Buffalo

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I’m now a fifth year PhD student in Department of Computer Science and Engineering in University at Buffalo, working under the advisory of Prof. Aidong Zhang and Prof. Jing Gao. Before that, I got my B.S. degree in statistics from Nanjing University in 2015.

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A Survey on Causal Inference

Yao Liuyi, Chu Zhixuan,Li Sheng,Li Yaliang,Gao Jing,Zhang Aidong

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Malicious Attacks against Deep Reinforcement Learning Interpretations

Mengdi Huai, Jianhui Sun,Renqin Cai,Liuyi Yao,Aidong Zhang

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.472-482, (2020)

EIBibtex

Causal Inference Meets Machine Learning

Peng Cui,Zheyan Shen,Sheng Li,Liuyi Yao,Yaliang Li, Zhixuan Chu,Jing Gao

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.3527-3528, (2020)

EIBibtex

Recurrent Imputation for Multivariate Time Series with Missing Values

Qiuling Suo,Liuyi Yao,Guangxu Xun, Jianhui Sun,Aidong Zhang

ICHI, pp.1-3, (2019)

EIBibtex

ACE - Adaptively Similarity-Preserved Representation Learning for Individual Treatment Effect Estimation

Liuyi Yao,Sheng Li,Yaliang Li,Mengdi Huai, Jing Gao, Aidong Zhang

ICDM, pp.1432-1437, (2019)

Cited by2EIBibtex

Estimating Brain Effective Connectivity in fMRI data by Non-stationary Dynamic Bayesian Networks

Jinduo Liu,Junzhong Ji,Liuyi Yao,Aidong Zhang

EIBibtex

Deep Metric Learning - The Generalization Analysis and an Adaptive Algorithm

Mengdi Huai,Hongfei Xue, Chenglin Miao,Liuyi Yao,Lu Su,Changyou Chen,Aidong Zhang

IJCAI, pp.2535-2541, (2019)

Cited by2EIBibtex

DTEC - Distance Transformation Based Early Time Series Classification

Liuyi Yao,Yaliang Li, Yezheng Li, Hengtong Zhang,Mengdi Huai,Jing Gao,Aidong Zhang

SDM, pp.486-494, (2019)

Cited by3EIBibtex

Online Truth Discovery on Time Series Data

Liuyi Yao,Lu Su,Qi Li,Yaliang Li,Fenglong Ma,Jing Gao,Aidong Zhang

SDM, pp.162-170, (2018)

Cited by6EIBibtex

Finding Similar Medical Questions from Question Answering Websites

Yaliang Li,Liuyi Yao,Nan Du,Jing Gao,Qi Li,Chuishi Meng,Chenwei Zhang,Wei Fan

arXiv: Artificial Intelligence, (2018)

Cited by2EIBibtex

Representation Learning for Treatment Effect Estimation from Observational Data

Liuyi Yao,Sheng Li,Yaliang Li, Mengdi Huai,Jing Gao,Aidong Zhang

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018): 2638-2648

Cited by23EIBibtex

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