Liuyi Yao

A Survey on Causal Inference

Liuyi Yao, Zhixuan Chu, Sheng Li et al. · ACM Transactions on Knowledge Discovery from Data · 2021 · 413 citations · Full text

Causal Effect, Recent Machine Learning, Preventive Medicine +13

Representation Learning for Treatment Effect Estimation from Observational Data

Liuyi Yao, Sheng Li, Yaliang Li et al. · Neural Information Processing Systems · 2018 · 140 citations

Individual Treatment Effect, Engineering, Machine Learning +15

FederatedScope: A Flexible Federated Learning Platform for Heterogeneity

Yuexiang Xie, Zhen Wang, Dawei Gao et al. · Proceedings of the VLDB Endowment · 2023 · 75 citations

Artificial Intelligence, Engineering, Data Science +12

FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning

Zhen Wang, Weirui Kuang, Yuexiang Xie et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 66 citations

Artificial Intelligence, Geometric Learning, Engineering +17

Causal Inference Meets Machine Learning

Peng Cui, Zheyan Shen, Sheng Li et al. · 2020 · 49 citations

Artificial Intelligence, Engineering, Machine Learning +17