research DumplingGNN: Hybrid GNN for ADC Drug Discovery A hybrid graph neural network for antibody-drug conjugate payload activity prediction OmniMedical: Multi-Agent Explainable Drug Discovery Platform An end-to-end, multi-agent and explainable AI platform for small-molecule drug discovery and intelligent delivery Spatial Transcriptomics & Drug Sensitivity Research Multi-modal spatial transcriptomics and histology image registration for drug response prediction Drug Repurposing Research AI-driven computational drug repurposing using multi-modal frameworks Adversarial Attack Optimization & Cross-Architecture Robustness Multi-dimensional optimization framework for efficient adversarial attacks application OmniHealth Medical AI Applications Large-scale medical AI model development and commercialization OmniSafe Multi-modal Risk Content Detection AI-generated content detection and early warning system AI-Powered Education System Intelligent learning platform for middle school history exam preparation