Muhang Tian

According to our database, Muhang Tian authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Fast and interpretable mortality risk scores for critical care patients.

Chloe Qinyu Zhu, Muhang Tian, Lesia Semenova, Jiachang Liu, Jack Xu, Joseph Scarpa, Cynthia Rudin

J. Am. Medical Informatics Assoc., 2025

Multi-objective Reinforcement Learning with Nonlinear Preferences: Provable Approximation for Maximizing Expected Scalarized Return.

Nianli Peng, Muhang Tian, Brandon Fain

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

2024

Reliable generation of privacy-preserving synthetic electronic health record time series via diffusion models.

Muhang Tian, Bernie Chen, Allan Guo, Shiyi Jiang, Anru R. Zhang

J. Am. Medical Informatics Assoc., 2024

2023

Fast and Reliable Generation of EHR Time Series via Diffusion Models.

Muhang Tian, Bernie Chen, Allan Guo, Shiyi Jiang, Anru R. Zhang

CoRR, 2023

Welfare and Fairness in Multi-objective Reinforcement Learning.

Zimeng Fan, Nianli Peng, Muhang Tian, Brandon Fain

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023