Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models
Francesca-Zhoufan Li, Ava P. Amini, Yisong Yue, Kevin Yang, Alex Lu
ICML 2024 | February 2024
Alex Lu
Senior Researcher
Publications
Publications by Year
-
-
Assessing the limits of zero-shot foundation models in single-cell biology
Kasia Z. Kedzierska, Lorin Crawford, Ava P. Amini, Alex Lu
November 2023
-
Protein structure generation via folding diffusion
Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini
arXiv | September 2022
Discovering molecular features of intrinsically disordered regions by using evolution for contrastive learning
Alex X. Lu, Amy X. Lu, Iva Pritišanac, Taraneh Zarin, Julie D. Forman-Kay, Alan M. Moses
PLOS Computational Biology | July 2022, Vol 18(6)
Publications by Research Area
-
Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models
Francesca-Zhoufan Li, Ava P. Amini, Yisong Yue, Kevin Yang, Alex Lu
ICML 2024 | February 2024
Assessing the limits of zero-shot foundation models in single-cell biology
Kasia Z. Kedzierska, Lorin Crawford, Ava P. Amini, Alex Lu
November 2023
Protein structure generation via folding diffusion
Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini
arXiv | September 2022
Discovering molecular features of intrinsically disordered regions by using evolution for contrastive learning
Alex X. Lu, Amy X. Lu, Iva Pritišanac, Taraneh Zarin, Julie D. Forman-Kay, Alan M. Moses
PLOS Computational Biology | July 2022, Vol 18(6)
-
Protein structure generation via folding diffusion
Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini
arXiv | September 2022
Discovering molecular features of intrinsically disordered regions by using evolution for contrastive learning
Alex X. Lu, Amy X. Lu, Iva Pritišanac, Taraneh Zarin, Julie D. Forman-Kay, Alan M. Moses
PLOS Computational Biology | July 2022, Vol 18(6)
Publications by Type
-
Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models
Francesca-Zhoufan Li, Ava P. Amini, Yisong Yue, Kevin Yang, Alex Lu
ICML 2024 | February 2024
-
Assessing the limits of zero-shot foundation models in single-cell biology
Kasia Z. Kedzierska, Lorin Crawford, Ava P. Amini, Alex Lu
November 2023
-
Protein structure generation via folding diffusion
Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini
arXiv | September 2022
Discovering molecular features of intrinsically disordered regions by using evolution for contrastive learning
Alex X. Lu, Amy X. Lu, Iva Pritišanac, Taraneh Zarin, Julie D. Forman-Kay, Alan M. Moses
PLOS Computational Biology | July 2022, Vol 18(6)