Mahbub, Sazan

8 publications

ICLRW 2025 PRISM: Enhancing Protein Inverse Folding Through Fine-Grained Retrieval on Structure-Sequence Multimodal Representations Sazan Mahbub, Souvik Kundu, Eric P. Xing

NeurIPSW 2024 A Large-Scale Foundation Model for RNA Function and Structure Prediction Shuxian Zou, Tianhua Tao, Sazan Mahbub, Caleb Ellington, Robin Jonathan Algayres, Dian Li, Yonghao Zhuang, Hongyi Wang, Le Song, Eric P. Xing

NeurIPSW 2024 Accurate and General DNA Representations Emerge from Genome Foundation Models at Scale Caleb Ellington, Ning Sun, Nicholas Ho, Tianhua Tao, Sazan Mahbub, Dian Li, Yonghao Zhuang, Hongyi Wang, Eric P. Xing, Le Song

NeurIPSW 2024 BiRNA-BERT: Adaptive Tokenization for Efficient RNA Language Modeling Md Toki Tahmid, Haz Sameen Shahgir, Sazan Mahbub, Yue Dong, Md Shamsuzzoha Bayzid

NeurIPSW 2024 From One to Zero: RAG-IM Adapts Language Models for Interpretable Zero-Shot Clinical Predictions Sazan Mahbub, Caleb Ellington, Sina Alinejad, Kevin Wen, Yingtao Luo, Ben Lengerich, Eric P. Xing

NeurIPSW 2024 From One to Zero: RAG-IM Adapts Language Models for Interpretable Zero-Shot Predictions on Clinical Tabular Data Sazan Mahbub, Caleb Ellington, Sina Alinejad, Kevin Wen, Yingtao Luo, Ben Lengerich, Eric P. Xing

NeurIPSW 2024 Mixture of Experts Enable Efficient and Effective Protein Understanding and Design Ning Sun, Shuxian Zou, Tianhua Tao, Sazan Mahbub, Dian Li, Yonghao Zhuang, Hongyi Wang, Xingyi Cheng, Le Song, Eric P. Xing

NeurIPSW 2023 Multimodal Neural Surface Reconstruction: Recovering the Geometry and Appearance of 3D Scenes from Events and Grayscale Images Sazan Mahbub, Brandon Feng, Christopher Metzler