2019, MS in Biostatsitics, University of Michigan, Ann Arbor
2017, BSc in Bioinformatics, Shanghai Jiaotong University
2018 Summer
Hidden Markov Models (Statistical Inference in Hidden Markov Models Using k-Segment Constraints)
1. Multivariate Dynamic Mediation Analysis under a Reinforcement Learning Framework. Lan Luo*, Chengchun Shi*, Jitao Wang*, Zhenke Wu, Lexin Li (2024) ► Annals of Statistics [paper link]
2. Does the Dosing of Mobile-based Just-in-Time-Adaptive Self-Management Prompts Matter? Preliminary Findings from a Pilot Micro-Randomized Study for Caregivers. Jitao Wang, Zhenke Wu, Sung Won Choi, Srijan Sen, Xinghui Yan, Jennifer Miner, Angelle Sander, Angela Lyden, Johnathan Troost, Noelle Carlozzi (2023) ► JMIR Formative Research [paper link]
3. A Reinforcement Learning Framework for Dynamic Mediation Analysis. Lin Ge, Jitao Wang, Chengchun Shi, Zhenke Wu, Rui Song (2023) ► ICML [paper link] [code]
4. A Robust Test for the Stationarity Assumption in Sequential Decision Making. Jitao Wang, Chengchun Shi, Zhenke Wu (2023) ► ICML [paper link] [code] [pdf]
5. Effectiveness of gamified competition in the context of mHealth intervention for medical interns: a clustered micro-randomized trial. Jitao Wang, Yu Fang, Elena Frank, Maureen Walton, Margit Burmeister, Ambuj Tewari, Walter Dempsey, Timothy NeCamp, Srijan Sen, Zhenke Wu (2022) ► npj Digital Medicine. [paper link]
6. An App-Based Just-in-Time-Adaptive Self-Management Intervention for Care Partners: The CareQOL Feasibility Pilot Study. Noelle Carlozzi, Sung Won Choi, Zhenke Wu, Jonathan Troost, Angela Lyden, Jennifer Miner, Christopher Graves, Jitao Wang, Xinghui Yan, Srijan Sen (2022) ► Rehabilitation Psychology
7. Acceptability and feasibility of an app-based just-in-time-adaptive self-management intervention for care partners: Protocol for the CareQOL pilot trial. Noelle Carlozzi, Sung Won Choi, Zhenke Wu, Jennifer Miner, Angela Lyden, Christopher Graves, Angelle Sander, Jitao Wang, Srijan Sen (2021) ► JMIR: Research Protocol. [paper link]