Yiyang Zhao(赵一阳)

Research Scientist, Meta

Email: zyyaoiang@gmail.com

🎓 About Me

My name is Yiyang Zhao (赵一阳 in chinese), I am a Research Scientist at Meta. I completed my Ph.D in Worcester Polytechnic Institute (WPI), advised by Prof. Tian Guo. My Ph.D dissertation is available here. I was born in Tsingtao (China). Before joining to WPI, I earned my bachelor degree in Electronic and Information Engineering from Xidian University(Xi'an, China), and my master degree in Computer Engineering from Northeastern University (Boston, U.S.A.).

I am a big fan of computer game and enjoy designing and programming them. Additionally, I am a good amateur pianist, and I love playing basketball and traveling. I like technology, I like artificial intelligence, I like cute puppy and I love my life. Here is my CV.

💫 Interests

Designing deep learning (DL) models is typically reserved for experts. My primary research interest is to bridge the gap between everyday life and the field of artificial intelligence (AI), making AI and DL accessible to everybody through the use of Neural Architecture Search (NAS). I am also interested in application in machine learning and large language models.

📖 Selected Publications

Yiyang Zhao, Yunzhuo Liu, Bo Jiang, Tian Guo

CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework

38th Neural Information Processing Systems (NeurIPS 2024)

Paper · Code · Poster · Slides

Yiyang Zhao, Linnan Wang, Tian Guo

Multi-Objective Neural Architecture Search by Learning Search Space Partitions

Journal of Machine Learning Research (JMLR 2024)

Paper · Code

Yiyang Zhao, Linnan Wang, Kevin Yang, Tianjun Zhang, Tian Guo, Yuandong Tian

Multi-Objective Optimization by Learning Space Partitions

10th International Conference on Learning Representations (ICLR 2022)

Paper · Code · Poster · 知乎专栏

Yiyang Zhao*, Linnan Wang*, Yuandong Tian, Rodrigo Fonseca, Tian Guo

Few-shot Neural Architecture Search

38th International Conference on Machine Learning (ICML 2021)

Long Oral

Paper · Code · FAIR Blog · Poster · 机器之心

Linnan Wang*, Yiyang Zhao*(equally contributed), Yuu Jinnai, Yuandong Tian, and Rodrigo Fonseca

Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search

34th AAAI Conference on Artificial Intelligence (AAAI 2020)

Paper · Code · Poster

More Publications >>>
🎞 Work Experiences
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Research Scientist
2024.7 - present
Menlo Park, California, United States
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Deep Learning Algorithm Engineering Intern
2022.5 - 2022.8
Santa Clara, California, United States
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Research Intern
2021.5 - 2021.8
New York, New York, United States