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Wen, Wujie
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Scholarly & Creative Works
Research
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Scholarly & Creative Works
selected scholarly works & creative activities
Article
2019
Thermal-constrained energy efficient real-time scheduling on multi-core platforms
Full Text via DOI:
10.1016/j.parco.2019.01.003
Web of Science:
000471087700020
2018
M-Oscillating: Performance Maximization on Temperature-Constrained Multi-Core Processors
.
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
. 29:2528-2539.
Full Text via DOI:
10.1109/TPDS.2018.2835474
Web of Science:
000447046200010
2018
TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations
.
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
. 37:1985-1998.
Full Text via DOI:
10.1109/TCAD.2017.2783860
Web of Science:
000445264200006
2018
Efficient LDPC Code Design for Combating Asymmetric Errors in STT-RAM
.
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS
. 14.
Full Text via DOI:
10.1145/3154836
Web of Science:
000429195300010
2018
Improving AES Core Performance via an Advanced ASBUS Protocol
.
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS
. 14.
Full Text via DOI:
10.1145/3110713
Web of Science:
000429195300006
2017
An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory
.
IEEE TRANSACTIONS ON COMPUTERS
. 66:1478-1490.
Full Text via DOI:
10.1109/TC.2017.2690855
Web of Science:
000407449400002
2017
Energy-Aware Adaptive Restore Schemes for MLC STT-RAM Cache
.
IEEE TRANSACTIONS ON COMPUTERS
. 66:786-798.
Full Text via DOI:
10.1109/TC.2016.2625245
Web of Science:
000399245300004
Conference
2019
A Fault-Tolerant Neural Network Architecture
Full Text via DOI:
10.1145/3316781.3317742
Web of Science:
000482058200055
2019
Deep-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
2019
E-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
2019
Game 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
2019
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks
. 5369-5376.
Web of Science:
000485292605049
2018
An ECC-Free MLC STT-RAM based Approximate Memory Design for Multimedia Applications
.
2014 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI)
. 142-147.
Full Text via DOI:
10.1109/ISVLSI.2018.00035
Web of Science:
000443443500025
2018
DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework
Full Text via DOI:
10.1145/3195970.3196022
Web of Science:
000446034500053
2018
Enhancing the Robustness of Deep Neural Networks from "Smart" Compression
.
2014 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI)
. 528-532.
Full Text via DOI:
10.1109/ISVLSI.2018.00102
Web of Science:
000443443500092
2018
PT-Spike: A Precise-Time-Dependent Single Spike Neuromorphic Architecture with Efficient Supervised Learning
. 568-573.
Web of Science:
000426987100109
2018
SIN
2
: Stealth Infection on Neural Network - A Low-cost Agile Neural Trojan Attack Methodology
. 227-230.
Web of Science:
000436024900037
2018
Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks
. 721-726.
Web of Science:
000426987100133
2018
Special Session on Reliability and Vulnerability of Neuromorphic Computing Systems
.
2018 IEEE 36TH VLSI TEST SYMPOSIUM (VTS 2018)
.
Web of Science:
000435280400014
2018
Understanding Adversarial Attack and Defense towards Deep Compressed Neural Networks
.
ADVANCED BIOMEDICAL AND CLINICAL DIAGNOSTIC SYSTEMS VII
.
Full Text via DOI:
10.1117/12.2305226
Web of Science:
000449558300020
2017
A Fast and Ultra Low Power Time-based Spiking Neuromorphic Architecture for Embedded Applications
.
PROCEEDINGS OF THE EIGHTEENTH INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN (ISQED)
. 19-22.
Web of Science:
000403335900004
2017
A Statistical STT-RAM Retention Model for Fast Memory Subsystem Designs
. 720-725.
Web of Science:
000403609600134
2017
Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems
. 788-793.
Web of Science:
000403609600145
2017
Design of A Pre-Scheduled Data Bus for Advanced Encryption Standard Encrypted System-on-Chips
. 506-511.
Web of Science:
000403609600099
2017
MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation
.
2015 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN (ICCAD)
. 450-457.
Web of Science:
000424863100060
2017
Processor/Memory Co-scheduling Using Periodic Resource Server for Real-Time Systems Under Peak Temperature Constraints
.
PROCEEDINGS OF THE EIGHTEENTH INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN (ISQED)
. 360-366.
Web of Science:
000403335900060
2017
XNOR-POP: A Processing-in-Memory Architecture for Binary Convolutional Neural Networks in Wide-I02 DRAMs
Web of Science:
000411105200011
2016
A Data Locality-aware Design Framework for Reconfigurable Sparse Matrix-Vector Multiplication Kernel
.
2015 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN (ICCAD)
.
Full Text via DOI:
10.1145/2966986.2966987
Web of Science:
000390297800014
2016
A Holistic Tri-region MLC STT-RAM Design with Combined Performance, Energy, and Reliability Optimizations
. 1285-1290.
Web of Science:
000382679200238
2016
A Novel PUF based on Cell Error Rate Distribution of STT-RAM
. 342-347.
Web of Science:
000384642200064
2016
AOS: Adaptive Overwrite Scheme for Energy-Efficient MLC STT-RAM Cache
Full Text via DOI:
10.1145/2897937.2897987
Web of Science:
000390302500170
2016
Efficient Low-Density Parity-Check (LDPC) Code Decoding for Combating Asymmetric Errors in STT-RAM
.
2014 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI)
. 266-271.
Full Text via DOI:
10.1109/ISVLSI.2016.9
Web of Science:
000389508400046
2016
Hardware Security Challenges Beyond CMOS: Attacks and Remedies
.
2014 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI)
. 200-205.
Full Text via DOI:
10.1109/ISVLSI.2016.93
Web of Science:
000389508400035
2016
Improving Read Performance of STT-MRAM based Main Memories through Smash Read and Flexible Read
. 31-36.
Web of Science:
000384642200014
2016
NVSim-VX
s
: An Improved NVSim for Variation Aware STT-RAM Simulation
Full Text via DOI:
10.1145/2897937.2898053
Web of Science:
000390302500070
2016
On Harmonic Fixed-Priority Scheduling of Periodic Real-Time Tasks with Constrained Deadlines
Full Text via DOI:
10.1145/2897937.2898055
Web of Science:
000390302500131
2016
Performance 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
2016
Security of Neuromorphic Computing: Thwarting Learning Attacks Using Memristor's Obsolescence Effect
.
2015 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN (ICCAD)
.
Full Text via DOI:
10.1145/2966986.2967074
Web of Science:
000390297800097
2016
Sliding Basket: An Adaptive ECC Scheme for Runtime Write Failure Suppression of STT-RAM Cache
. 762-767.
Web of Science:
000382679200139
2015
Recent Progresses of STT Memory Design and Applications
Web of Science:
000398709000164
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
Towards Robust Deep Learning Systems Against Adaptive Adversarial Attacks
awarded by
University of Central Florida
2019 - 2020
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Map of Science
publication subject areas
Computer Science
Engineering
Science & Technology - Other Topics
Citation index-derived subject areas the researcher has published in