2 papers
cs.MA2026
Auditing Cascading Risks in Multi-Agent Systems via Semantic-Geometric Co-evolution
Zixun Luo, Yuhang Fan, Hengyu Lin +2
Large Language model (LLM)-based Multi-Agent Systems (MAS) are prone to cascading risks, where early-stage interactions remain semantically fluent and policy-compliant, yet the und…
cs.AI2025
The Docking Game: Loop Self-Play for Fast, Dynamic, and Accurate Prediction of Flexible Protein-Ligand Binding
Youzhi Zhang, Yufei Li, Gaofeng Meng +2
Molecular docking is a crucial aspect of drug discovery, as it predicts the binding interactions between small-molecule ligands and protein pockets. However, current multi-task lea…