Publications
Emerging non-volatile memory technologies: From materials, to device, circuit, and architecture." In 2007 50th Midwest Symposium on Circuits and Systems, 1-4. 2010.
"Emerging sensing techniques for emerging memories." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 204-210. 2011.
"Energy efficient neural networks for big data analytics." In Proceedings Design, Automation and Test in Europe, Date. 2014.
"Energy efficient RRAM spiking neural network for real time classification." In Proceedings of the Acm Great Lakes Symposium on Vlsi, Glsvlsi, 189-194. Vol. 20-22-May-2015. 2015.
"Energy efficient spiking neural network design with RRAM devices." In Proceedings of the 14th International Symposium on Integrated Circuits, Isic 2014, 268-271. 2015.
"Enhance the robustness to time dependent variability of ReRAM-based neuromorphic computing systems with regularization and 2R synapse." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2019-May. 2019.
"Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 145-150. Vol. 2020-January. 2020.
"An ensemble approach to activity recognition based on binary sensor readings." In 2017 Ieee 19th International Conference on E Health Networking, Applications and Services, Healthcom 2017, 1-5. Vol. 2017-December. 2017.
"ESCALATE: Boosting the efficiency of sparse CNN accelerator with kernel decomposition." In Proceedings of the Annual International Symposium on Microarchitecture, Micro, 992-1004. 2021.
"ESLAM: An energy-efficient accelerator for real-time ORB-SLAM on FPGA platform." In Proceedings Design Automation Conference. 2019.
"The evolutionary spintronic technologies and their usage in high performance computing." In International System on Chip Conference, 350-355. Vol. 2016-February. 2016.
"Exploration of Automatic Mixed-Precision Search for Deep Neural Networks." In Proceedings 2019 Ieee International Conference on Artificial Intelligence Circuits and Systems, Aicas 2019, 276-278. 2019.
"Exploration of GPGPU register file architecture using domain-wall-shift- write based racetrack memory." In Proceedings Design Automation Conference. 2014.
"Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment." In Proceedings 5th Workshop on Energy Efficient Machine Learning and Cognitive Computing, Emc2 Nips 2019, 1-5. 2019.
"Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 109-112. Vol. 2018-January. 2018.
"Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss." In Proceedings of the 2016 Ieee/Acm International Symposium on Nanoscale Architectures, Nanoarch 2016, 185-190. 2016.
"Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 764-769. 2017.
"Fast IR Drop Estimation with Machine Learning : Invited Paper." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2020-November. 2020.
"Fast statistical model of TiO 2 thin-film memristor and design implication." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 345-352. 2011.
"Faster cnns with direct sparse convolutions and guided pruning." In 5th International Conference on Learning Representations, Iclr 2017 Conference Track Proceedings. 2019.
"Faster cnns with direct sparse convolutions and guided pruning." In 5th International Conference on Learning Representations, Iclr 2017 Conference Track Proceedings. 2017.
"Feature space perturbations yield more transferable adversarial examples." In Proceedings of the Ieee Computer Society Conference on Computer Vision and Pattern Recognition, 7059-7067. Vol. 2019-June. 2019.
"FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning." In Proceedings of the Ieee Computer Society Conference on Computer Vision and Pattern Recognition, 10092-10101. Vol. 2022-June. 2022.
"FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking." In Sensys 2021 Proceedings of the 2021 19th Acm Conference on Embedded Networked Sensor Systems, 42-55. 2021.
"FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices." In Sensys 2022 Proceedings of the 20th Acm Conference on Embedded Networked Sensor Systems, 106-119. 2022.
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