Qi Li

A closed-loop reinforcement learning framework for rapid compound directed optimization

This paper introduces RCDO, a closed-loop reinforcement learning framework that accelerates compound optimization by integrating experimental feedback with generative models, achieving significant improvements in drug candidate properties.

Specification of embryonic shoot stem cells via a small RNA-driven morphogenic circuit

This paper identifies a small RNA-driven morphogenic circuit in maize embryos that regulates shoot stem cell specification through auxin signaling and cell division patterning.

Extracellular salicylic acid activates immune signaling through cell-surface receptors

This study shows extracellular salicylic acid activates immune signaling via cell-surface receptors LecRK-I.8 and LecRK-VI.2 in Arabidopsis.

RSG-YOLO: Detection of rice seed germination rate based on enhanced YOLOv8 and multi-scale attention feature fusion

This paper introduces RSG-YOLO, an enhanced YOLOv8 model for rice seed germination rate detection, achieving a 4% improvement in mAP50 over YOLOv8.