You can also find my publications on Google Scholar.
GRANII : Selection and Ordering of Primitives in GRAph Neural Networks using Input Inspection
Code Generation and Optimization (CGO) 2026
A technique to select and order optimizations in GNNs
GALA: A High Performance Graph Neural Network Acceleration LAnguage and Compiler
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) 2025
A GNN DSL and Compiler for combining optimizations of different granularities.
COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning
ICML 2025
Transfer learning to train cost models for sparse accelerators.
SPADE: A Flexible and Scalable Accelerator for SpMM and SDDMM
International Symposium on Computer Architecture (ISCA) 2023
An accelerator for SpMM and SDDMM
Comic Based Learning for Students with Visual Impairments
International Journal of Disability, Development and Education 2023
Comic Based Learning for Students with Visual Impairments
Prediction of paddy cultivation using deep learning on land cover variation for sustainable agriculture
Deep Learning for Sustainable Agriculture 2022
Prediction of paddy cultivation using deep learning on land cover variation for sustainable agriculture
Hybrid Cloud and HPC Approach to High-Performance Dataframes
IEEE International Conference on Big Data (Big Data) 2022
Cylon
Extraction of Semantic Content and Styles in Comic Books
The International Journal on Advances in ICT for Emerging Regions 2020
Extraction of Semantic Content and Styles in Comic Books
An Adapter Architecture for Heterogeneous Data Processing in Bioinformatics Pipelines
Moratuwa Engineering Research Conference (MERCon) 2019
An Adapter Architecture for Heterogeneous Data Processing in Bioinformatics Pipelines