Recent & Upcoming Talks

2024

Generative and Experimental Perspectives for Biomolecular Design

Co-organize The Generative and Experimental Perspectives for Biomolecular Design (GEM) workshop at ICLR 2024 to foster collaboration between machine learning experts and experimental scientists.

May 11, 2024 8:50 AM — 5:00 PM Vienna, Austria

Chenghao Liu, Jarrid Rector-Brooks, Jason Yim, Soojung Yang, Sidney Lisanza, Francesca-Zhoufan Li, Pranam Chatterjee, Tommi Jaakkola, Regina Barzilay, David Baker, Frances Arnold, Yoshua Bengio

Generative and Experimental Perspectives for Biomolecular Design

2023

Leveraging Sequence and Structure for Machine Learning-Assisted Protein Engineering

A poster presentation on multi-modal representation learning for predicting top protein fitness from combinatorial and random mutagenesis libraries

May 23, 2023 10:30 AM — May 25, 2023 4:00 PM Oakland Marriott

Francesca-Zhoufan Li, Jason Yang, Kadina Johnston, Yisong Yue, Frances Arnold

2022

Pretrained protein language model transfer learning: is the final layer representation what we want?

A video abstract on Pretrained protein language model transfer learning: is the final layer representation what we want?

Dec 3, 2022 9:00 AM — 3:00 PM The New Orleans Convention Center

Francesca-Zhoufan Li, Ava P. Amini, Kevin K. Yang, Alex X. Lu