Publications
* denotes corresponding author, † denotes equal contribution
Xiaohui Yin, Avijit Mitra, Ying Zhou*, Kun Chen, Hong Yu. (2026). Scalable counterfactual risk estimation for rare events in longitudinal data. 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026), 6234–6245.
Amanda A. Uliaszek, Ali Barazanchi, Aqsa Zahid, Ying Zhou. (2026). The impact of COVID-19 on access and uptake of children and youth mental health care services. Canadian Journal of Community Mental Health, 44(4), 1–10.
Ying Zhou*. (2026). Reinforcement learning: a statistical perspective. Journal of Data Science, 24(1), 86–105.
Georgia E. Hadjis, Alex Barnett, Andrew Yu, Amy Y. Lin, Ying Zhou, Dehan Kong, David A. Seminowicz, Mary Pat McAndrews, Massieh Moayedi. (2025). Salience or value: what drives priority in pain–cognition interactions? PAIN, 166(12), 2851–2862.
Ying Zhou*. (2025). Causal inference with secondary outcomes. Statistics in Biosciences, 17, 3–16.
Ying Zhou, Dingke Tang, Dehan Kong, Linbo Wang. (2024). Promises of parallel outcomes. Biometrika, 111(2), 537–550.
(IMS Hannan Graduate Student Travel Award)
(ICSA Student Paper Award)
Ying Zhou, Xinyi Zhang. (2023). Discussion of 'Vintage factor analysis with varimax performs statistical inference'. Journal of the Royal Statistical Society: Series B, 85(4), 1093–1094.
Michael Best, Sylvia Romanowska, Ying Zhou, Linbo Wang, Talia Leibovitz, Karin A. Onno, Shreya Jagtap, Christopher Bowie. (2022). Efficacy of remotely delivered evidence-based psychosocial treatments for schizophrenia-spectrum disorders: a series of systematic reviews and meta-analyses. Schizophrenia Bulletin, 49(4), 973–986.
Biao Han, Qing Li, Chao Wang, Prashant Chandrasekaran, Ying Zhou, Ling Qin, X. Sherry Liu, Motomi Enomoto-Iwamoto, Dehan Kong, Renato V. Iozzo, David E. Birk, and Lin Han. (2021). Differentiated activities of decorin and biglycan in the progression of post-traumatic osteoarthritis. Osteoarthritis Cartilage, 29(8), 1181–1192.
Daphney R Chery, Biao Han, Ying Zhou, Chao Wang, Sheila M Adams, Prashant Chandrasekaran, Bryan Kwok, Su-Jin Heo, Motomi Enomoto-Iwamoto, X Lucas Lu, Dehan Kong, Renato V Iozzo, David E Birk, Robert L Mauck, Lin Han. (2021). Decorin regulates cartilage pericellular matrix micromechanobiology. Matrix Biology, 96, 1–17.
Daphney R Chery, Biao Han, Qing Li, Ying Zhou, Su-Jin Heo, Bryan Kwok, Prashant Chandrasekaran, Chao Wang, Ling Qin, X Lucas Lu, Dehan Kong, Motomi Enomoto-Iwamoto, Robert L Mauck, Lin Han. (2020). Early changes in cartilage pericellular matrix micromechanobiology portend the onset of post-traumatic osteoarthritis. Acta Biomaterialia, 111, 267–278.