Ming Yin

I am a first-year Ph.D. student in the ECE department at Duke University, where I am fortunate enough to be supervised by Prof. Yiran Chen and Prof. Helen Li.

I received my B.E. in Computer Science from School of the Gifted Young, University of Science and Technology of China (USTC) in 2024. During my undergraduate studies, I worked closely with some outstanding people, such as Prof. Neil Gong and Prof. Weiming Zhang.

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Research Interest

I am very interested in Machine Learning, especially Trustworthy AI.
I sincerely aspire to enhance the trustworthiness of AI through my endeavors, thereby enabling AI to better serve humanity.

Publications

(* indicates Equal Contribution)
Poisoning Federated Recommender Systems with Fake Users

Ming Yin*, Yichang Xu*, Minghong Fang, Neil Gong

WWW 2024
Robust Federated Learning Mitigates Client-side Training Data Distribution Inference Attacks

Yichang Xu*, Ming Yin*, Minghong Fang, Neil Gong

WWW 2024

More About Me

My Chinese name is '殷明', with 'Ming' as my given name. In Chinese, it combines the characters for 'sun'(日) and 'moon'(月), representing the meaning of brightness and light.
As my name implies, I lead an active lifestyle, and enjoy a diverse range of hobbies.

Thanks Jon Barron for the template.