| Partial functional linear quantile regression for neuroimaging data analysis D Yu, L Kong, I Mizera Neurocomputing 195, 74-87, 2016 | 58 | 2016 |
| Decreases in suicidality following psychedelic therapy: A meta-analysis of individual patient data across clinical trials RJ Zeifman, D Yu, N Singhal, G Wang, SM Nayak, CR Weissman The Journal of clinical psychiatry 83 (2), 39235, 2022 | 28 | 2022 |
| Sparse wavelet estimation in quantile regression with multiple functional predictors D Yu, L Zhang, I Mizera, B Jiang, L Kong Computational statistics & data analysis 136, 12-29, 2019 | 27 | 2019 |
| Predictors of change in suicidal ideation across treatment phases of major depressive disorder: analysis of the STAR* D data CR Weissman, I Hadas, D Yu, B Jones, D Kong, BH Mulsant, ... Neuropsychopharmacology 46 (7), 1293-1299, 2021 | 20 | 2021 |
| Word embeddings via causal inference: Gender bias reducing and semantic information preserving L Ding, D Yu, J Xie, W Guo, S Hu, M Liu, L Kong, H Dai, Y Bao, B Jiang Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 11864 …, 2022 | 17 | 2022 |
| Mapping the genetic-imaging-clinical pathway with applications to alzheimer’s disease D Yu, L Wang, D Kong, H Zhu Journal of the American Statistical Association 117 (540), 1656-1668, 2022 | 13 | 2022 |
| Conformalized Fairness via Quantile Regression M Liu, L Ding, D Yu, W Liu, L Kong, B Jiang Advances in Neural Information Processing Systems 35, 11561-11572, 2022 | 7 | 2022 |
| Linglong Kong, Hongsheng Dai, Yanchun Bao, and Bei Jiang. 2022. Word embeddings via causal inference: Gender bias reducing and semantic information preserving L Ding, D Yu, J Xie, W Guo, S Hu, M Liu Proceedings of the AAAI Conference on Artificial Intelligence 36, 11864-11872, 2022 | 6 | 2022 |
| Smpl: Simulated industrial manufacturing and process control learning environments M Zhang, X Wang, B Decardi-Nelson, B Song, A Zhang, J Liu, S Tao, ... Advances in Neural Information Processing Systems 35, 26631-26644, 2022 | 5 | 2022 |
| Beyond scalar treatment: A causal analysis of hippocampal atrophy on behavioral deficits in Alzheimer’s studies D Yu, L Wang, D Kong, H Zhu arXiv preprint arXiv:2007.04558, 2020 | 4 | 2020 |
| Treatment outcomes in major depressive disorder in patients with comorbid alcohol use disorder: A STAR* D analysis VM Tang, D Yu, CR Weissman, BDM Jones, G Wang, ME Sloan, ... Journal of Affective Disorders 339, 691-697, 2023 | 3 | 2023 |
| Multivariate functional response low‐rank regression with an application to brain imaging data X Ding, D Yu, Z Zhang, D Kong Canadian Journal of Statistics 49 (1), 150-181, 2021 | 3 | 2021 |
| Quantile regression methods in functional data analysis D Yu | 2 | 2017 |
| Functional Linear Partial Quantile Regression with Guaranteed Convergence for Neuroimaging Data Analysis D Yu, M Pietrosanu, I Mizera, B Jiang, L Kong, W Tu Statistics in Biosciences, 1-17, 2024 | 1 | 2024 |
| Responsible AI for labour market equality (BIAS) A Konnikov, I Rets, KD Hughes, JA Al-Ani, N Denier, L Ding, S Hu, Y Hu, ... How to Manage International Multidisciplinary Research Projects, 75-87, 2022 | 1 | 2022 |
| An Alternative Approach to Functional Linear Partial Quantile Regression D Yu, M Pietrosanu, I Mizera, B Jiang, L Kong, W Tu arXiv preprint arXiv:1709.02069, 2017 | 1 | 2017 |
| Corrigendum to “Decreases in Suicidality Following Psychedelic Therapy: A Meta-Analysis of Individual Patient Data Across Clinical Trials” RJ Zeifman, D Yu, N Singhal, G Wang, SM Nayak, CR Weissman The Journal of Clinical Psychiatry 83 (3), 40898, 2022 | | 2022 |
| Nonparametric principal subspace regression Y Zhou, M Koudstaal, D Yu, D Kong, F Yao Journal of Machine Learning Research 23 (237), 1-28, 2022 | | 2022 |
| Nonparametric principal subspace regression M Koudstaal, D Yu, D Kong, F Yao arXiv preprint arXiv:1910.02866, 2019 | | 2019 |
| Comparison of three methods of generating robust statistical designs D Yu University of Alberta (Canada), 2013 | | 2013 |
Linglong KongProfessor, Canada Research Chair in Statistical Learning, UAlberta, and Canada CIFAR AI Chair, AmiiVerified email at ualberta.ca
