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Sean Welleck

Assistant Professor
CMU
wellecks {@ | at} cmu.edu

  Thesis Review Podcast

About Me

Assistant Professor
Carnegie Mellon University
School of Computer Science
Language Technologies Institute
PI: L3 Lab

I received a PhD at New York University, advised by Kyunghyun Cho, and did a postdoc at the University of Washington, advised by Yejin Choi.
I host the Thesis Review Podcast.

Research

An overarching theme of my research is bridging informal and formal reasoning with AI. My work spans multiple areas within deep learning and generative models, including:

Some recent interests are combining AI and formal methods for mathematics [1][2][3] and code generation [1][2][3], inference algorithms and test-time scaling [1][2][3], and algorithms that enable AI to improve over time [1][2][3].

Group (L3 Lab)

PhD

MS

Please see the CMU L3 Lab to learn more about our research.

Recent & Upcoming

Preprints

Publications

Selected Talks

Teaching

Tutorials

Workshops

Past