남우정 교수(IT대학 컴퓨터학부)

o (2012) B.A., Hanyang University
o (2022) Integrated M.S. & Ph.D., Korea University

o (2023~Present) Assistant Professor, Kyungpook National University, Daegu
o (2022~2023) Postdoctoral Researcher, Artificial Intelligence Research Center, Korea University, Seoul

Explainable Artificial Intelligence,
Computer Vision, Machine Learning, Medical Image Analysis, Deep Learning

o “Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations”, Proceedings
of the AAAI Conference on Artificial Intelligence (AAAI) 2021.
o “Relative attributing
propagation: Interpreting the comparative contributions of individual units in deep neural networks”,
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2020.
o “Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance”, Proceedings of
the AAAI Conference on Artificial Intelligence (AAAI) 2023.
o “Toward Practical and Plausible Counterfactual
Explanation through Latent Adjustment in Disentangled Space”, Expert Systems with Applications
2023.