Hello, I’m Hyemin (Helen) Bang
I’m an Master’s student at MIT studying AI + HCI.
Currently, I work with Arvind Satyanarayan in the MIT CSAIL Visualization Group. Previously, I earned a Bachelor of Science in Computer Science and Engineering from MIT, then worked as a Systems Developer at InterSystems, where I integrated machine learning capabilities into large-scale database platforms.
I’m passionate in advancing human-centered AI, exploring its alignment with human cognition and addressing challenges in interpretability and usability to create accessible, impactful systems across diverse domains.
Featured Projects
Explanation alignment measures the agreement between model-generated explanations and human annotations to distinguish models relying on spurious correlations and model biases by aggregating saliency-based metrics, such as Shared Interest and The Pointing Game, across datasets.
