| Estimating the covariance of fragmented and other related types of functional data A Delaigle, P Hall, W Huang, A Kneip Journal of the American Statistical Association 116 (535), 1383-1401, 2021 | 30 | 2021 |
| MissDAG: Causal discovery in the presence of missing data with continuous additive noise models E Gao, I Ng, M Gong, L Shen, W Huang, T Liu, K Zhang, H Bondell Advances in Neural Information Processing Systems 35, 5024-5038, 2022 | 26 | 2022 |
| A Unified Framework for Specification Tests of Continuous Treatment Effect Models W Huang, O Linton, Z Zhang Journal of Business and Economic Statistics, 2021 | 8 | 2021 |
| Generator Identification for Linear SDEs with Additive and Multiplicative Noise Y Wang, X Geng, W Huang, B Huang, M Gong Advances in Neural Information Processing Systems, 2023 | 5 | 2023 |
| Nonparametric Estimation of the Continuous Treatment Effect with Measurement Error W Huang, Z Zhang Journal of the Royal Statistical Society: Series B, 2023 | 5 | 2023 |
| Estimation of Conditional Prevalence From Group Testing Data With Missing Covariates A Delaigle, W Huang, S Lei Journal of the American Statistical Association, 2020 | 5 | 2020 |
| Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations Y Wang, W Huang, M Gong, X Geng, T Liu, K Zhang, D Tao Journal of Machine Learning Research 25 (154), 154, 2024 | 4 | 2024 |
| Causal Effect of Functional Treatment R Tan, W Huang, Z Zhang, G Yin arXiv preprint arXiv:2210.00242, 2022 | 4 | 2022 |
| On the sparse DAG structure learning based on adaptive Lasso D Xu, E Gao, W Huang, M Wang, A Song, M Gong arXiv preprint arXiv:2209.02946, 2022 | 4 | 2022 |
| Estimation and Inference for Extreme Continuous Treatment Effects W Huang, S Li, L Peng Journal of Business & Economic Statistics, 1-26, 2024 | 3* | 2024 |
| Nonparametric Estimation of Mediation Effects with A General Treatment L Huang, W Huang, O Linton, Z Zhang Econometric Reviews, 2024 | 2 | 2024 |
| A Variational Framework for Estimating Continuous Treatment Effects with Measurement Error E Gao, H Bondell, W Huang, M Gong The Twelfth International Conference on Learning Representations, 2024 | 1 | 2024 |
| Identifiability Analysis of Linear ODE Systems with Hidden Confounders Y Wang, B Huang, W Huang, X Geng, M Gong arXiv preprint arXiv:2410.21917, 2024 | | 2024 |
| Spline Techniques for Incomplete and Complex Data W Huang University of Melbourne, 2018 | | 2018 |
Zheng ZhangAssociate Professor, Institute of Statistics & Big Data, Renmin University of ChinaEmail verificata su ruc.edu.cn