Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
projects
Explainable Reinforcement Learning in Real Strategy Games
Published:
Developed a visualization-based XRL tool to enhance human understanding of RL agents. Applied to the complex microRTS game, the dashboard provided multi-level explanations—tactical insights through visualizations and strategic reasoning via causal models.
Machine Learning Approach in Legal Epidemiology
Published:
Applied Bayesian machine learning methods in epidemiology to estimate the effectiveness of public health policies on adverse health outcomes using observational data.
Large Language Model Assisted Causal Model Auditing and Development
Published:
Utilized LLMs and visualization techniques to refine causal graphs by identifying latent variables and generating interpretable justifications. Explored diverse, persona-informed causal structures tailored to varied contextual scenarios.
Causal Lens for Algorithmic Fairness
Published:
Engineerd a causal-methodology pipeline to assess subgroup fairness across sensitive and non-sensitive attributes, decomposing bias pathways through mediation analysis to isolate and measure path-specific effects driving inequities.
publications
An explainable AI approach to large language model assisted causal model auditing and development
Published in Journal 1, 2023
IEEE VIS 2023 NL-VIZ Workshop, Melbourne, Australia – October 2023
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Download Paper | Download Slides |
CausalChat: Interactive Causal Model Development and Refinement Using Large Language Models
Published in Journal 1, 2025
IEEE Transactions on Visualization and Computer Graphics – August 2025
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Download Paper | Download Slides |
XplainAct: Visualization for Personalized Intervention Insights
Published in Journal 1, 2025
IEEE VIS 2025 Short Papers, Vienna, Austria – November 2025
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Download Paper | Download Slides |
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.