معرفی
Xi Ma is an Assistant Teaching Professor and Chinese Language Coordinator at the University of Washington, affiliated with the Department of Asian Languages & Literature. He specializes in Chinese language education and pedagogy, integrating technology-enhanced teaching methods. His research interests span database systems and machine learning, focusing on hybrid workloads, explainable AI, and relational data structures.
Xi Ma teaches Chinese language courses and contributes to broader language programs including Bengali, Hindi, Japanese, Korean, and more. He actively publishes in areas such as tensor optimization, counterfactual explanations, and layered analytics engines, reflecting a dual commitment to teaching and cutting-edge research.
His recent work emphasizes improving data processing efficiency through innovations like the Geco framework for real-time counterfactual explanations and LMFAO for batch group-by aggregates. These contributions highlight his expertise in merging database systems with modern machine learning techniques.
