Research

Selected Publications

Q. Huang, M. Kang, G. Dinh, T. Norell, A. Kalaiah, J. Demmel, J. Wawrzynek, Y. S. Shao. CoSA: Scheduling by Constrained Optimization for Spatial Accelerators. ISCA 2021. PDF download

G. Dinh and J. Demmel. Communication-Optimal Tilings for Projective Nested Loops with Arbitrary Bounds. Brief announcement at SPAA ’20, full paper under submission. PDF download

J. Demmel and G. Dinh . Communication-Optimal Convolutional Neural Nets. Talk at MDS ’20 (rescheduled due to pandemic). PDF download.

Reading Groups

I am currently organizing a reading group on the intersections of theory and hardware.