kangmintong.github.io - Mintong Kang | Champaign, Illinois

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I am Mintong Kang, a second-year Ph.D. student at UIUC CS advised by Prof. Bo Li . My research interest lies in trustworthy machine learning including robustness, fairness, and uncertainty quantification . Recently, I am interested in the trustworthiness properties of large language models and diffusion models . I am working on exploring the vulnerabilities of them and develop more robust and reliable applications with them in practice.

Before that, I got the bachelor of engineering degree from the CS department of Zhejiang University . I work with Prof. Xi Li at DCD Lab @ Zhejiang University. I also luckily work with Prof. Alan L. Yuille at CCVL Lab @ Johns Hopkins University.

DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification Mintong Kang , Dawn Song, Bo Li [NeurIPS 2023] (Thirty-seventh Conference on Neural Information Processing Systems) [ PDF ] [ Code ]

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