Yanming Zhang

Yanming Zhang

Explainable AI, Causal Inference, Visual Analytics

Publications

Fairness Beyond Populations: Subgroup-Specific Causal Diagnosis for Algorithmic Decision Auditing

Fairness Beyond Populations: Subgroup-Specific Causal Diagnosis for Algorithmic Decision Auditing

Y. Zhang, K. Mueller

ACM EAAMO 2026, München, Germany – Nov 2026

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CausalXRL: Explainable Reinforcement Learning through Causal Graph Reasoning

CausalXRL: Explainable Reinforcement Learning through Causal Graph Reasoning

Y. Zhang, E. Papenhausen, K. Mueller

ICML 2026, Seoul, South Korea – July 2026

PDF Poster Code Slides
XplainAct: Visualization for Personalized Intervention Insights

XplainAct: Visualization for Personalized Intervention Insights

Y. Zhang, K. Hegde, K. Mueller

IEEE VIS 2025 Short Papers, Vienna, Austria – November 2025

PDF Video Presentation Slides
CausalChat: Interactive Causal Model Development and Refinement Using Large Language Models

CausalChat: Interactive Causal Model Development and Refinement Using Large Language Models

Y. Zhang, A. Kota, E. Papenhausen, K. Mueller

IEEE Transactions on Visualization and Computer Graphics – August 2025

PDF Demo Code Video
An explainable AI approach to large language model assisted causal model auditing and development

An explainable AI approach to large language model assisted causal model auditing and development

Y. Zhang, B. Fitzgibbon, D. Garofolo, A. Kota, E. Papenhausen, K. Mueller

IEEE VIS 2023 NL-VIZ Workshop, Melbourne, Australia – October 2023

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