Chen Liu

Orcid: 0000-0003-1558-6836

Affiliations:
  • Clarkson University, Department of Electrical and Computer Engineering, Potsdam, NY, USA
  • Florida International University, Department of Electrical and Computer Engineering, Miami, FL, USA (2008 - 2012)
  • University of California, Irvine, Department of Electrical Engineering and Computer Science, CA, USA (PhD 2008)


According to our database1, Chen Liu authored at least 64 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Leveraging Diffusion for Strong and High Quality Face Morphing Attacks.
IEEE Trans. Biom. Behav. Identity Sci., January, 2024

2023
HARD-Lite: A Lightweight Hardware Anomaly Realtime Detection Framework Targeting Ransomware.
IEEE Trans. Circuits Syst. I Regul. Pap., December, 2023

Exploring the Design Space of Diffusion Autoencoders for Face Morphing.
CoRR, 2023

Diffusion Models For Stronger Face Morphing Attacks.
CoRR, 2023

A Comparison of One-class and Two-class Models for Ransomware Detection via Low-level Hardware Information.
Proceedings of the Asian Hardware Oriented Security and Trust Symposium, 2023

2022
Where's Waldo?: identifying anomalous behavior of data-only attacks using hardware features.
Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2021
Energy-aware automatic tuning on many-core platform via adaptive evolution.
Int. J. Embed. Syst., 2021

Heterogeneous computation in specific domain accelerations.
Future Gener. Comput. Syst., 2021

TUPPer-Map: Temporal and Unified Panoptic Perception for 3D Metric-Semantic Mapping.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Leveraging Adversarial Learning for the Detection of Morphing Attacks.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Feature Creation Towards the Detection of Non-control-Flow Hijacking Attacks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
On the code modernization of shared sampling alpha matting with OpenMP.
Future Gener. Comput. Syst., 2020

π-Map: A Decision-Based Sensor Fusion with Global Optimization for Indoor Mapping.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

High Frequency Performance Monitoring via Architectural Event Measurement.
Proceedings of the IEEE International Symposium on Workload Characterization, 2020

2019
Planning of Distributed Internet Data Center Microgrids.
IEEE Trans. Smart Grid, 2019

Detecting Non-Control-Flow Hijacking Attacks Using Contextual Execution Information.
Proceedings of the 8th International Workshop on Hardware and Architectural Support for Security and Privacy, 2019

2018
Energy-Aware Automatic Tuning of Many-Core Platform via Gradient Descent.
Proceedings of the 2018 IEEE SmartWorld, 2018

Reducing test time with FPGA accelerators using OpenCL.
Proceedings of the 27th IEEE North Atlantic Test Workshop, 2018

CNN based key frame extraction for face in video recognition.
Proceedings of the IEEE 4th International Conference on Identity, 2018

GreedyTalents: An Energy-Aware Auto-Tuning Method for Many-Core Processor.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Boosting Face in Video Recognition via CNN Based Key Frame Extraction.
Proceedings of the 2018 International Conference on Biometrics, 2018

Teaching Autonomous Driving Using a Modular and Integrated Approach.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

IoT Edge Device Based Key Frame Extraction for Face in Video Recognition.
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017
Automatic Tuning on Many-Core Platform for Energy Efficiency via Support Vector Machine Enhanced Differential Evolution.
Scalable Comput. Pract. Exp., 2017

EEG processing: a many-core approach utilising the Intel single-chip cloud computer platform.
Int. J. Embed. Syst., 2017

Accelerating Lattice Quantum Chromodynamics Simulations with Value Prediction.
Proceedings of the 2017 IEEE 7th International Symposium on Cloud and Service Computing, 2017

Distributed Simulation Platform for Autonomous Driving.
Proceedings of the Internet of Vehicles. Technologies and Services for Smart Cities, 2017

2016
Studies on inter-component communication latency based on variation number of components and packet size in SDR-SCA waveform application.
Int. J. Comput. Sci. Eng., 2016

The Impact on the Performance of Co-running Virtual Machines in a Virtualized Environment.
Proceedings of the Third International Workshop on Adaptive Resource Management and Scheduling for Cloud Computing, 2016

Can Data-Only Exploits be Detected at Runtime Using Hardware Events?: A Case Study of the Heartbleed Vulnerability.
Proceedings of the Hardware and Architectural Support for Security and Privacy 2016, 2016

2015
An Auto-tuning Assisted Power-Aware Study of Iris Matching Algorithm on Intel's SCC.
J. Signal Process. Syst., 2015

A resource utilization based instruction fetch policy for SMT processors.
Microprocess. Microsystems, 2015

Hardware Accelerator Approach Towards Efficient Biometric Cryptosystems for Network Security.
J. Comput. Inf. Technol., 2015

Parallel BP Neural Network on Single-chip Cloud Computer.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

How can Garbage Collection be energy efficient by dynamic offloading?
Proceedings of the 26th IEEE International Conference on Application-specific Systems, 2015

2014
How many cores do we need to run a parallel workload: A test drive of the Intel SCC platform?
J. Parallel Distributed Comput., 2014

Adaptive Virtual Machine Management in the Cloud: A Performance-Counter-Driven Approach.
Int. J. Syst. Serv. Oriented Eng., 2014

An Energy and Memory Trade-off Study on Resource Constrained Embedded JVM.
Proceedings of the 43rd International Conference on Parallel Processing Workshops, 2014

2013
Acceleration of XML Parsing through Prefetching.
IEEE Trans. Computers, 2013

Practical models for energy-efficient prefetching in mobile embedded systems.
Microprocess. Microsystems, 2013

Pinned OS/Services: A Case Study of XML Parsing on Intel SCC.
J. Comput. Sci. Technol., 2013

Using Hardware Acceleration to Improve the Security of Wi-Fi Client Devices.
Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

Enhancement for Potential Target in Cryptography Algorithms by Applying Processor-in-Memory Architecture.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

A Power-Aware Study of Iris Matching Algorithms on Intel's SCC.
Proceedings of the 42nd International Conference on Parallel Processing, 2013

Auto-tuning multi-programmed workload on the SCC.
Proceedings of the International Green Computing Conference, 2013

Hardware Acceleration for Cryptography Algorithms by Hotspot Detection.
Proceedings of the Grid and Pervasive Computing - 8th International Conference, 2013

Scheduling optimization in multicore multithreaded microprocessors through dynamic modeling.
Proceedings of the Computing Frontiers Conference, 2013

OCP: Offload Co-Processor for energy efficiency in embedded mobile systems.
Proceedings of the 24th International Conference on Application-Specific Systems, 2013

2012
Introducing the Extremely Heterogeneous Architecture.
J. Interconnect. Networks, 2012

Energy Efficient Architecture Using Hardware Acceleration for Software Defined Radio Components.
J. Inf. Process. Syst., 2012

Power-Efficient Schemes via Workload Characterization on the Intel's Single-Chip Cloud Computer.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011
Workload characterization of cryptography algorithms for hardware acceleration (abstracts only).
SIGMETRICS Perform. Evaluation Rev., 2011

Prefetching in Embedded Mobile Systems Can Be Energy-Efficient.
IEEE Comput. Archit. Lett., 2011

Workload Characterization of Cryptography Algorithms for Hardware Acceleration.
Proceedings of the ICPE'11, 2011

Memory-Side Acceleration for XML Parsing.
Proceedings of the Network and Parallel Computing - 8th IFIP International Conference, 2011

Power and energy consumption analysis on intel SCC many-core system.
Proceedings of the 30th IEEE International Performance Computing and Communications Conference, 2011

PCOUNT: A power aware fetch policy in Simultaneous Multithreading processors.
Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

2010
The Performance Analysis and Hardware Acceleration of Crypto-computations for Enhanced Security.
Proceedings of the 16th IEEE Pacific Rim International Symposium on Dependable Computing, 2010

Hardware-assisted security mechanism: The acceleration of cryptographic operations with low hardware cost.
Proceedings of the 29th International Performance Computing and Communications Conference, 2010

On Better Performance from Scheduling Threads According to Resource Demands in MMMP.
Proceedings of the 39th International Conference on Parallel Processing, 2010

2009
The Impact of Resource Sharing Control on the Design of Multicore Processors.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2009

2008
The Impact of Speculative Execution on SMT Processors.
Int. J. Parallel Program., 2008

Resource sharing control in Simultaneous MultiThreading microarchitectures.
Proceedings of the 13th Asia-Pacific Computer Systems Architecture Conference, 2008

2005
Static Partitioning vs Dynamic Sharing of Resources in Simultaneous MultiThreading Microarchitectures.
Proceedings of the Advanced Parallel Processing Technologies, 6th International Workshop, 2005


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