Scholarly & Creative Works
selected publications
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Article
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2019Thermal-constrained energy efficient real-time scheduling on multi-core platformsFull Text via DOI: 10.1016/j.parco.2019.01.003 Web of Science: 000471087700020
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2018M-Oscillating: Performance Maximization on Temperature-Constrained Multi-Core ProcessorsFull Text via DOI: 10.1109/TPDS.2018.2835474 Web of Science: 000447046200010
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2018TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability OptimizationsFull Text via DOI: 10.1109/TCAD.2017.2783860 Web of Science: 000445264200006
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2018Efficient LDPC Code Design for Combating Asymmetric Errors in STT-RAMFull Text via DOI: 10.1145/3154836 Web of Science: 000429195300010
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2018Improving AES Core Performance via an Advanced ASBUS ProtocolFull Text via DOI: 10.1145/3110713 Web of Science: 000429195300006
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2017An Energy-Efficient GPGPU Register File Architecture Using Racetrack MemoryFull Text via DOI: 10.1109/TC.2017.2690855 Web of Science: 000407449400002
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2017Energy-Aware Adaptive Restore Schemes for MLC STT-RAM CacheFull Text via DOI: 10.1109/TC.2016.2625245 Web of Science: 000399245300004
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Conference
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2019A Fault-Tolerant Neural Network ArchitectureFull Text via DOI: 10.1145/3316781.3317742 Web of Science: 000482058200055
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2019Deep-Evasion: Turn Deep Neural Network into Evasive Self-Contained Cyber-Physical Malware. 320-321.Full Text via DOI: 10.1145/3317549.3326311 Web of Science: 000477981300047
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2019Game Theoretic-based Approaches for Cybersecurity-aware Virtual Machine Placement in Public Cloud Clusters. 272-281.Full Text via DOI: 10.1109/CCGRID.2019.00041 Web of Science: 000483058700032
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2019E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. 69-80.Full Text via DOI: 10.1109/HPCA.2019.00028 Web of Science: 000469766300006
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2019
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2018An ECC-Free MLC STT-RAM based Approximate Memory Design for Multimedia Applications. 142-147.Full Text via DOI: 10.1109/ISVLSI.2018.00035 Web of Science: 000443443500025
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2018Enhancing the Robustness of Deep Neural Networks from "Smart" Compression. 528-532.Full Text via DOI: 10.1109/ISVLSI.2018.00102 Web of Science: 000443443500092
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2018DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression FrameworkFull Text via DOI: 10.1145/3195970.3196022 Web of Science: 000446034500053
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2018SIN2: Stealth Infection on Neural Network - A Low-cost Agile Neural Trojan Attack Methodology. 227-230.Web of Science: 000436024900037
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2018Understanding Adversarial Attack and Defense towards Deep Compressed Neural NetworksFull Text via DOI: 10.1117/12.2305226 Web of Science: 000449558300020
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2018
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2018
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2017
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2017
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2017A Statistical STT-RAM Retention Model for Fast Memory Subsystem Designs. 720-725.Web of Science: 000403609600134
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2017Design of A Pre-Scheduled Data Bus for Advanced Encryption Standard Encrypted System-on-Chips. 506-511.Web of Science: 000403609600099
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2016A Data Locality-aware Design Framework for Reconfigurable Sparse Matrix-Vector Multiplication KernelFull Text via DOI: 10.1145/2966986.2966987 Web of Science: 000390297800014
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2016Security of Neuromorphic Computing: Thwarting Learning Attacks Using Memristor's Obsolescence EffectFull Text via DOI: 10.1145/2966986.2967074 Web of Science: 000390297800097
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2016Performance Maximization via Frequency Oscillation on Temperature Constrained Multi-core Processors. 526-535.Full Text via DOI: 10.1109/ICPP.2016.67 Web of Science: 000387089600060
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2016Efficient Low-Density Parity-Check (LDPC) Code Decoding for Combating Asymmetric Errors in STT-RAM. 266-271.Full Text via DOI: 10.1109/ISVLSI.2016.9 Web of Science: 000389508400046
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2016Hardware Security Challenges Beyond CMOS: Attacks and Remedies. 200-205.Full Text via DOI: 10.1109/ISVLSI.2016.93 Web of Science: 000389508400035
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2016AOS: Adaptive Overwrite Scheme for Energy-Efficient MLC STT-RAM CacheFull Text via DOI: 10.1145/2897937.2897987 Web of Science: 000390302500170
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2016NVSim-VXs: An Improved NVSim for Variation Aware STT-RAM SimulationFull Text via DOI: 10.1145/2897937.2898053 Web of Science: 000390302500070
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2016On Harmonic Fixed-Priority Scheduling of Periodic Real-Time Tasks with Constrained DeadlinesFull Text via DOI: 10.1145/2897937.2898055 Web of Science: 000390302500131
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2016
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2016Sliding Basket: An Adaptive ECC Scheme for Runtime Write Failure Suppression of STT-RAM Cache. 762-767.Web of Science: 000382679200139
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2016A Novel PUF based on Cell Error Rate Distribution of STT-RAM. 342-347.Web of Science: 000384642200064
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2016
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2015
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Research
principal investigator on
- SPX: Collaborative Research: Scalable Neural Network Paradigms to Address Variability in Emerging Device based Platforms for Large Scale Neuromorphic Computing awarded by National Science Foundation 2019 - 2023
- SHF: Small: Collaborative Research: Retraining-free Concurrent Test and Diagnosis in Emerging Neural Network Accelerators awarded by National Science Foundation 2019 - 2022
- EAGER: Invisible Shield: Can Compression Harden Deep Neural Networks Universally Against Adversarial Attacks? awarded by National Science Foundation 2018 - 2020
- Helmet: Deep Neural Network Protection Against Adversarial Attacks awarded by University of South Florida 2017 - 2018
subproject principal investigator on
visualizations
publication subject areas
Citation index-derived subject areas the researcher has published in