Making a Case for Partially Connected 3D NoC: NFIC versus TSV. - Aqeeb Iqbal Arka; Srinivasan Gopal; Janardhan Rao Doppa; Deukhyoun Heo; Partha Pratim Pande (ACM J. Emerg. Technol. Comput. Syst., 2020)

ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks. - Aqeeb Iqbal Arka; Janardhan Rao Doppa; Partha Pratim Pande; Biresh Kumar Joardar; Krishnendu Chakrabarty (DATE, 2021)

3D++: Unlocking the Next Generation of High-Performance and Energy-Efficient Architectures using M3D Integration. - Biresh Kumar Joardar; Aqeeb Iqbal Arka; Janardhan Rao Doppa; Partha Pratim Pande (DATE, 2021)

DARe: DropLayer-Aware Manycore ReRAM architecture for Training Graph Neural Networks. - Aqeeb Iqbal Arka; Biresh Kumar Joardar; Janardhan Rao Doppa; Partha Pratim Pande; Krishnendu Chakrabarty (ICCAD, 2021)

Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs: (ICCAD Special Session Paper). - Biresh Kumar Joardar; Aqeeb Iqbal Arka; Janardhan Rao Doppa; Partha Pratim Pande; Hai Li 001; Krishnendu Chakrabarty (ICCAD, 2021)

HeM3D: Heterogeneous Manycore Architecture Based on Monolithic 3D Vertical Integration. - Aqeeb Iqbal Arka; Biresh Kumar Joardar; Ryan Gary Kim; Dae Hyun Kim 004; Janardhan Rao Doppa; Partha Pratim Pande (ACM Trans. Design Autom. Electr. Syst., 2021)

Performance and Accuracy Tradeoffs for Training Graph Neural Networks on ReRAM-Based Architectures. - Aqeeb Iqbal Arka; Biresh Kumar Joardar; Janardhan Rao Doppa; Partha Pratim Pande; Krishnendu Chakrabarty (IEEE Trans. Very Large Scale Integr. Syst., 2021)

Fault-Tolerant Deep Learning Using Regularization. - Biresh Kumar Joardar; Aqeeb Iqbal Arka; Janardhan Rao Doppa; Partha Pratim Pande (ICCAD, 2022)

Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet. - Chukwufumnanya Ogbogu; Aqeeb Iqbal Arka; Biresh Kumar Joardar; Janardhan Rao Doppa; Hai Helen Li; Krishnendu Chakrabarty; Partha Pratim Pande (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning. - Chukwufumnanya Ogbogu; Aqeeb Iqbal Arka; Lukas Pfromm; Biresh Kumar Joardar; Janardhan Rao Doppa; Krishnendu Chakrabarty; Partha Pratim Pande (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)