Bella Dubrov

Researcher, Amazon

Joined

June 2024

Names

Bella Dubrov (Preferred)

Emails

****@amazon.com (Confirmed)

,

****@gmail.com

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Token-Wise Residual Latent Adapters: Steering Seq2Seq Models for Protein Fitness Extrapolation
Steven Wu, Mostafa Karimi, Sharmi Banerjee, Peng Gao, Jonah Noh, Jiachen Li, Robert Jiang, Bella Dubrov, Shang Shang, Hao Song
- GenBio 2026 Poster
- Readers: Everyone
A Hierarchical Surface Graph Framework for Protein–Protein Binding Affinity Prediction
Sharmi Banerjee, Mostafa Karimi, Sukanya Sasmal, Jonah Noh, Pete Bowry, Tommi Jaakkola, Bella Dubrov, Shang Shang
- ICLR 2026 Workshop LMRL Poster
- Readers: Everyone
Pi-SAGE: Permutation-invariant surface-aware graph encoder for binding affinity prediction
Sharmi Banerjee, Mostafa Karimi, Melih Yilmaz, Tommi Jaakkola, Bella Dubrov, Shang Shang, Ron Benson
- GenBio 2025 Poster
- Readers: Everyone
Data Distillation for extrapolative protein design through exact preference optimization
Mostafa Karimi, Sharmi Banerjee, Tommi Jaakkola, Bella Dubrov, Shang Shang, Ron Benson
- ICLR 2025 Poster
- Readers: Everyone
Extrapolative Protein Design through Triplet-based Preference Learning
Mostafa Karimi, Sharmi Banerjee, Tommi Jaakkola, Bella Dubrov, Shang Shang, Ron Benson
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone

Co-Authors