Fred Zhangzhi Peng
About Me
Hey there! I’m Fred, a Ph.D. student at Chatterjee Lab, BME, Duke University. I’m interested in machine learning with applications in protein design. Long-term problems I’m pursuing:
- Generative Models (Continuous and Discrete Diffusion)
- Protein Language Models (pLMs).
- Protein Design (motif-scaffolding, binder design)
News
- [Oct. 2024] NSF Travel Award for CIKM 2024.
- [Oct. 2024] Duke BME Travel Award for BMES 2024.
Publications
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Transparency and reproducibility are important to me. I ensure open code accompanying my first-author publications. Below are selected papers. Please refer to my Google Scholar for complete publications.
ICML24
bioRxiv
bioRxiv
Services
Conference Reviewers
Journal Reviewers
Misc
- None of my work would be possible without the amazing brains I work with, Alex Tong, Chengtong Wang, etc.
- I maintain my CV of Failure, which many find to be encouraging.
- I believe science and knowledge should be freely accessible to all people in the world.
- I like boxing, running, swimming, hooping, etc. Besides sports, I like watching loss go down and the diffusion sampling process.