Jun Yuan
A Data Storyteller with a strong enthusiasm for AI fairness and human-centered decision-making.
Department of Data Science
New Jersey Institute of Technology
Newark, NJ 07102
I am a PhD candidate in Data Science, with a background in Mathematics and Statistics. My research interest lies in the intersection of human-centered AI and information visualization.
Currently, I am working on designing visual-conversational analytic interfaces for ranking interpretation on high-stake decision-making (e.g., student course evaluation, AI hiring practice); adapting Learning-to-rank for fairness, accountability, and transparency; adversarial attacks and detection on explainable AI methods; information-seeking in crisis.
news
Sep 11, 2024 | Our submission has been accepted to the VISxAI workshop at IEEEVIS24! The title is “TalkToRanker: A Conversational Interface for Ranking-based Decision-Making.” |
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Dec 16, 2023 | Presented poster at the “XAI in action workshop at NeurIPS’23,” on the paper titled “A Simple Scoring Function to Fool SHAP: Stealing from the One Above.” |
Nov 20, 2023 | Awarded 3rd place at NJIT Research Day Competition 2023. |
Sep 23, 2023 | Presented poster at the “2023 Asian American Engineer of the Year Award Annual Convention” with the title “Ranking Al Visualization for Transparent Decision-making.” |