Biography
Major interests
- Exploratory data analysis with manifold learning and deep learning
- Applied harmonic analysis, spectral graph theory, and diffusion geometry
- Graph signal processing and geometric deep learning
- Data-driven characterization of nonlinear structrures, patterns, and dynamics
- Biomedical big data applications (e.g., genomics and neuroscience)