Graduate course, Tsinghua University, Department of Computer Science and Technology, 2025
This course provides a comprehensive introduction to algorithms for sparse matrices, focusing on efficient storage schemes, computational techniques, and applications in scientific computing and machine learning.
Graduate course, Tsinghua University, Department of Computer Science and Technology, 2025
This course provides a comprehensive introduction to spectral and algebraic graph theory, focusing on the interplay between graph structure and eigenvalues of associated matrices. The course covers both theoretical foundations and practical applications in computer science and engineering.