On April 27, 2025, Dr. Chen Song was invited to deliver a presentation at "The 18^th Chinese Chemical Society National Conference on Computer Chemistry of China", held in Xi'an. He introduced Ruihan's research on Virtual Directed Evolution of Antimicrobial Peptides through Deep Reinforcement Learning. The draft of this work is available on bioRxiv.