EMBARK: Memory Bounded Architectural Improvement in CSR-CSC Sparse Matrix Multiplication. - Shakya Jayakody; Jun Wang (CIC, 2023)

AIRES: Accelerating Out-of-Core GCNs via Algorithm-System Co-Design. - Shakya Jayakody; Youpeng Zhao; Jun Wang (ASAP, 2025)

EdgeProfiler: A Fast Profiling Framework for Lightweight LLMs on Edge Using Analytical Model. - Alyssa Pinnock; Shakya Jayakody; Kawsher A. Roxy; Md Rubel Ahmed (CoRR, 2025)