Synopsis of recent research by authors named "Xinyu Lyu"
- Xinyu Lyu's recent research predominantly focuses on advancing copper-catalyzed annulation reactions, contributing to the selective and efficient synthesis of complex indole and pyrrolinone compounds, which are important in medicinal chemistry.
- Key findings demonstrate innovative methodologies that utilize dual activation of substrates, yielding diverse structures such as 5-hydroxyindoles and dihydroindolizine-fused pyrrolidinones, showcasing enhanced regioselectivity and stereoselectivity.
- In addition to synthetic organic chemistry, Lyu has explored machine learning applications in scene graph generation, addressing challenges in predicate distinction and enhancing model performance to improve scene understanding in computer vision.
