Sotabase

Career

· Postdoctoral Researcher, MIT2025–
· PhD in Computer Science, Brown University2017–2025
· Bachelor of Science in EECS, University of California, Berkeley2013–2017

Publications (9)

Language models enable zero-shot prediction of the effects of mutations on protein function
bioRxiv · 2021
742
cited
MSA Transformer
bioRxiv · 2021
659
cited
Learning inverse folding from millions of predicted structures
bioRxiv · 2022
515
cited
TypeWriter: neural type prediction with search-based validation
ESEC/SIGSOFT FSE · 2019
132
cited
Grounding Complex Natural Language Commands for Temporal Tasks in Unseen Environments
Conference on Robot Learning · 2023
58
cited
Lang2LTL: Translating Natural Language Commands to Temporal Specification with Large Language Models
2022
39
cited
Neural query expansion for code search
MAPL@PLDI · 2019
34
cited
Neural Potts Model
bioRxiv · 2021
9
cited
Dialogue Object Search
arXiv.org · 2021
1
cited
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Xinyu (Jason) Liu | Researcher Profile | Sotabase | Sotabase