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Alan Sun

MSCS Student
Carnegie Mellon University
awsun (at) cmu.edu


About Me

I am a second-year MSCS student at Carnegie Mellon University and a recipient of the NSF Graduate Research Fellowship.

Before CMU, I was a visiting scholar at the Max-Planck Institute for Software Systems advised by Mariya Toneva. I earned my undergraduate degree in Computer Science and Mathematics at Dartmouth College with highest honors. At Dartmouth, I conducted research with Soroush Vosoughi where I worked to create a mathematical framework that enables the characterization of robustness of language models. My honors thesis, Acheiving Domain-Independent Certified Robustness via Knowledge Continuity, was awarded First Prize for Oustanding Research in Computational Sciences by the Neukom Institute as well as the John G. Kemeny Computing Prize for Innovation.

Research

I am interested in exploring the duality between the generality of deep networks and their interpretability.



  1. Alan Sun, Chiyu Ma, Kenneth Ge, Soroush Vosoughi
    NeurIPS (2024)


  2. Weicheng Ma, Henry Scheible, Brian Wang, Goutham Veeramachaneni, Pratim Chowdhary, Alan Sun, Andrew Koulogeorge, Lili Wang, Diyi Yang, Soroush Vosoughi
    EMNLP (2023)