Liuyi Yao
Alibaba Group (China)(CN)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Advanced Causal Inference Techniques, Topic Modeling, Statistical Methods and Inference, Bayesian Modeling and Causal Inference
Most-Cited Works
- → A Survey on Causal Inference(2021)423 cited
- Representation Learning for Treatment Effect Estimation from Observational Data(2018)
- → FederatedScope: A Flexible Federated Learning Platform for Heterogeneity(2023)77 cited
- → FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning(2022)67 cited
- → Causal Inference Meets Machine Learning(2020)49 cited
- → Recurrent Imputation for Multivariate Time Series with Missing Values(2019)36 cited
- → Online Truth Discovery on Time Series Data(2018)32 cited
- → EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks(2020)30 cited
- → Malicious Attacks against Deep Reinforcement Learning Interpretations(2020)27 cited
- → On the Estimation of Treatment Effect with Text Covariates(2019)26 cited