Janarthanan, Sugitha

3 publications

ICLR 2025 CL-MFAP: A Contrastive Learning-Based Multimodal Foundation Model for Molecular Property Prediction and Antibiotic Screening Gen Zhou, Sugitha Janarthanan, Yutong Lu, Pingzhao Hu

ICLRW 2025 Leveraging Transfer Learning and Multimodal Foundation Models for Antibiotic Discovery Against Data-Scarce Escherichia Coli Strains Sugitha Janarthanan, Gen Zhou, Yan Yi Li, Zihao Jing, Pingzhao Hu

NeurIPS 2025 Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning Zihao Jing, Yan Sun, Yan Yi Li, Sugitha Janarthanan, Alana Deng, Pingzhao Hu