Hello! I'm Mingyang Deng, a first-year PhD student at MIT, where I'm fortunate to be advised by Prof. Kaiming He. My research focuses on machine learning.
I earned my undergraduate degree from MIT, double majoring in Mathematics and Computer Science. During my studies, I had the invaluable opportunity to collaborate with Prof. Tommi Jaakkola. His mentorship was pivotal in igniting my passion for machine learning research, and I am deeply grateful for his guidance, which has shaped my current path in the field. Additionally, I had the privilege of exploring fine-grained complexity under the guidance of Prof. Virginia Vassilevska Williams and delving into combinatorics with Prof. Yufei Zhao.
Prior to my PhD, I gained valuable industry experience through internships at Google DeepMind, Citadel Securities, and Pika.
You can contact me at dengm at mit dot edu and view my resume here.
Selected Awards
- 1st place @ 45th Annual ICPC World Finals
- Putnam Fellow @ 83rd William Lowell Putnam Competition
- Gold medal (1st place) @ 33rd International Olympiad in Informatics
- Gold medal @ 60th International Mathematical Olympiad
- 2nd place @ HackMIT 2021
- 4th place @ Google Code Jam Final 2021
Publications
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Tianhong Li, Yonglong Tian, He Li, Mingyang Deng, Kaiming He | NeurIPS 2024 (Spotlight).
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Yilun Xu*, Mingyang Deng*, Xiang Cheng*, Yonglong Tian, Ziming Liu, Tommi Jaakkola | NeurIPS 2023.
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Mingyang Deng*, Lucas Tao*, Joe Benton | NeurIPS 2023 SoLAR workshop (Spotlight).
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Mingyang Deng*, Jonathan Tidor*, Yufei Zhao* | Submitted to Mathematical Proceedings of the Cambridge Philosophical Society.
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Mingyang Deng*, Xiao Mao*, Ziqian Zhong* | SODA 2023.
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Mingyang Deng*, Ce Jin*, Xiao Mao* | SODA 2023.
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Mingyang Deng*, Yael Kirkpatrick*, Victor Rong*, Virginia Vassilevska Williams*, Ziqian Zhong* | ICALP 2022.
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Mingyang Deng*, Virginia Vassilevska Williams*, Ziqian Zhong* | MFCS 2022.
Projects
I have lots of random thoughts, so I implemented many projects.
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A great chess game, as the name suggests.
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A social media platform that limits users to reading at most one article per day, thus encouraging them to seek out new content.
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MIT has an annual ring delivery where students order gold, silver, or copper rings, but it's not very MIT-like. So we designed group delivery.
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A methodology to solve Hamiltonian paths in random graphs very quickly.