Junxiang Qiu is currently a PhD student at the USTC Lab for Data Science, where he is supervised by Prof. Xinting Hu and Dr. Shuo Wang. He earned his B.E. degree from NEU and his research interests now focus on AI Efficiency, including LLM pre-training (MoE, Sparse Attention) and Diffusion Acceleration.