Publications
Faster cnns with direct sparse convolutions and guided pruning." In 5th International Conference on Learning Representations, Iclr 2017 Conference Track Proceedings. 2019.
"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.
"FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021.
"Fine-grained dynamic voltage scaling on OLED display." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 807-812. 2012.
"FingerShadow: An OLED power optimization based on smartphone touch interactions." In 6th Workshop on Power Aware Computing and Systems, Hotpower 2014. 2014.
"FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 19-25. Vol. 2020-January. 2020.
"FlexLevel: A novel NAND flash storage system design for LDPC latency reduction." In Proceedings Design Automation Conference. Vol. 2015-July. 2015.
"FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective." In Advances in Neural Information Processing Systems, 12613-12624. Vol. 15. 2021.
"Footfall-GPS polling scheduler for power saving on wearable devices." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 563-568. Vol. 25-28-January-2016. 2016.
"Fork path: Improving efficiency of ORAM by removing redundant memory accesses." In Proceedings of the Annual International Symposium on Microarchitecture, Micro, 102-114. Vol. 05-09-December-2015. 2015.
"FPGA acceleration of recurrent neural network based language model." In Proceedings 2015 Ieee 23rd Annual International Symposium on Field Programmable Custom Computing Machines, Fccm 2015, 111-118. 2015.
"An FPGA design framework for CNN sparsification and acceleration." In Proceedings Ieee 25th Annual International Symposium on Field Programmable Custom Computing Machines, Fccm 2017. 2017.
"GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures." In Proceedings International Symposium on Computer Architecture, 433-445. Vol. 2020-May. 2020.
"Gated decap: Gate leakage control of on-chip decoupling capacitors in scaled technologies." In CICC: PROCEEDINGS OF THE IEEE 2005 CUSTOM INTEGRATED CIRCUITS CONFERENCE, 775-778. 2005.
"Gated Decap: Gate leakage control of on-chip decoupling capacitors in scaled technologies." In Proceedings of the Custom Integrated Circuits Conference, 775-778. Vol. 2005. 2005.
"Generalized inverse optimization through online learning." In Advances in Neural Information Processing Systems, 86-95. Vol. 2018-December. 2018.
"Geometry variations analysis of TiO2 thin-film and spintronic memristors." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 25-30. 2011.
"Giant spin hall effect (GSHE) logic design for low power application." In Proceedings Design, Automation and Test in Europe, Date, 1000-1005. Vol. 2015-April. 2015.
"GLSVLSI'14 chairs' welcome." In Proceedings of the Acm Great Lakes Symposium on Vlsi, Glsvlsi. 2014.
"GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation." In Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, Date 2020, 228-233. 2020.
"GraphR: Accelerating Graph Processing Using ReRAM." In Proceedings International Symposium on High Performance Computer Architecture, 531-543. Vol. 2018-February. 2018.
"Group Scissor: Scaling Neuromorphic Computing Design to Large Neural Networks." In Proceedings Design Automation Conference. Vol. Part 128280. 2017.
"Hardware acceleration for neuromorphic computing: An evolving view." In 2015 15th Non Volatile Memory Technology Symposium, Nvmts 2015. 2016.
"Hardware fault tolerance for binary RRAM crossbars." In Proceedings International Test Conference. Vol. 2019-November. 2019.
"Hardware implementation of echo state networks using memristor double crossbar arrays." In Proceedings of the International Joint Conference on Neural Networks, 2171-2177. Vol. 2017-May. 2017.
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