FARe: Fault-Aware GNN Training on ReRAM-Based PIM Accelerators. - Pratyush Dhingra; Chukwufumnanya Ogbogu; Biresh Kumar Joardar; Janardhan Rao Doppa; Ananth Kalyanaraman; Partha Pratim Pande (DATE, 2024)

HeTraX: Energy Efficient 3D Heterogeneous Manycore Architecture for Transformer Acceleration. - Pratyush Dhingra; Jana Doppa; Partha Pratim Pande (ISLPED, 2024)

HpT: Hybrid Acceleration of Spatio-Temporal Attention Model Training on Heterogeneous Manycore Architectures. - Saiman Dahal; Pratyush Dhingra; Krishu K. Thapa; Partha Pratim Pande; Ananth Kalyanaraman (IEEE Trans. Parallel Distributed Syst., 2025)

A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models. - Harsh Sharma; Pratyush Dhingra; Jana Doppa; Ümit Y. Ogras; Partha Pratim Pande (ACM Trans. Design Autom. Electr. Syst., 2025)

Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures. - Pratyush Dhingra; Janardhan Rao Doppa; Partha Pratim Pande (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)