Lin Ge

Researcher, Amazon

Joined

May 2021

Names

Lin Ge (Preferred)

Emails

****@ncsu.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@amazon.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2024 – Present

PhD student

Department of Statistics, North Carolina State University (ncsu.edu)

2019 – 2024

Undergrad student

Department of Statistics, North Carolina State University (ncsu.edu)

2015 – 2018

Advisors, Relations & Conflicts

PhD Advisor

2020 – Present

Expertise

Causal Inference

Present

Reinforcement Learning

Present

Large Language Model

Present

Publications

Continuous-Time Hidden Markov Factor Model for Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae
Lin Ge, Xinming An, Donglin Zeng, Samuel McLean, Ronald Kessler, Rui Song
- IEEE BHI'24
- Readers: Everyone
LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model
Haitao Jiang, Lin Ge, Yuhe Gao, Jianian Wang, Rui Song
- COLM
- Readers: Everyone
A Reinforcement Learning Framework for Dynamic Mediation Analysis
Lin Ge, Jitao Wang, Chengchun Shi, Zhenke Wu, Rui Song
- ICML 2023 Poster
- Readers: Everyone
Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models
Runzhe Wan, Lin Ge, Rui Song
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors