Efficient N:M Sparse DNN Training Using Algorithm, Architecture, and
Dataflow Co-DesignIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2023 |
Gradient Backpropagation based Feature Attribution to Enable
Explainable-AI on the EdgeIEEE/IFIP International Conference on Very Large Scale Integration of System-on-Chip (VLSI-SoC), 2022 |
GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous PlatformsSymposium on Field Programmable Gate Arrays (FPGA), 2019 |
Single-Net Continual Learning with Progressive Segmented Training (PST)International Conference on Machine Learning and Applications (ICMLA), 2019 |