Hu, Pingzhao

5 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 Knockoff Statistics-Driven Interpretable Deep Learning Models for Uncovering Potential Biomarkers for COVID-19 Severity Prediction Qian Liu, Daryl Fung, Huanjing Liu, 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

NeurIPS 2025 Uncertainty-Aware Multi-Objective Reinforcement Learning-Guided Diffusion Models for 3D De Novo Molecular Design Lianghong Chen, Dongkyu Eugene Kim, Mike Domaratzki, Pingzhao Hu