Reconfigurability and Power Issues in Computer Systems Design (link)
W.W. Ro, C. Liu, and J.-L. Gaudiot
Computing Now, vol. 7, no. 11, November 2014, IEEE Computer Society [online]

Inter-Disciplinary Research Challenges in Computer Systems for the 2020s. (acm)
Albert Cohen, Xipeng Shen, Josep Torrellas, James Tuck,
Yuanyuan Zhou, Sarita Adve, Ismail Akturk, Saurabh Bagchi,
Rajeev Balasubramonian, Rajkishore Barik, Micah Beck,
Ras Bodik, Ali Butt, Luis Ceze, Haibo Chen, Yiran Chen,
Trishul Chilimbi, Mihai Christodorescu, John Criswell,
Chen Ding, Yufei Ding, Sandhya Dwarkadas, Erik Elmroth,
Phil Gibbons, Xiaochen Guo, Rajesh Gupta, Gernot Heiser,
Hank Hoffman, Jian Huang, Hillery Hunter, John Kim, Sam King,
James Larus, Chen Liu, Shan Lu, Brandon Lucia, Saeed Maleki,
Somnath Mazumdar, Iulian Neamtiu, Keshav Pingali, Paolo Rech,
Michael Scott, Yan Solihin, Dawn Song, Jakub Szefer, Dan Tsafrir,
Bhuvan Urgaonkar, Marilyn Wolf, Yuan Xie, Jishen Zhao, Lin Zhong, and Yuhao Zhu
Technical Report. National Science Foundation, USA.

Authorea
GaRField++: Reinforced Gaussian Radiance Fields for Large-Scale Robots View Synthesis (Authorea)
Zhiliu Yang, Hanyue Zhang, Xinhe Zuo, Yuxin Tong, Ying Long, and Chen Liu
Authorea Pre-print, February 4, 2025
DOI: 10.22541/au.173866895.50173418/v1

S&P
Fast-DiM: Towards Fast Diffusion Morphs (ieee)
Zander W. Blasingame and Chen Liu
IEEE Security & Privacy, 22(4), pp. 103-114, July-August 2024
DOI: 10.1109/MSEC.2024.3410112

TBIOM
Leveraging Diffusion for Strong and High Quality Face Morphing Attacks (ieee)
Zander W. Blasingame and Chen Liu
IEEE Transactions on Biometrics, Behavior, and Identity Science, 6(1), pp. 118-131, January 2024
DOI: 10.1109/TBIOM.2024.3349857

NetMag
Unified Perception and Collaborative Mapping for Connected and Autonomous Vehicles (ieee).
Zhiliu Yang and Chen Liu
IEEE Network Magazine, 37(4), pp. 273-281, July/August 2023
DOI: 10.1109/MNET.017.2300121

TOCS
HARD-Lite: A Lightweight Hardware Anomaly Realtime Detection Framework Targeting Ransomware (ieee)
Chutitep Woralert, Chen Liu, and Zander Blasingame
IEEE Transactions on Circuits and Systems, August 2023
DOI: 10.1109/TCSI.2023.3299532

ConSci
Counting and measuring the size and stomach fullness for an intelligent shrimp farming system (T&F).
Yu-Kai Lee, Bo-Yi Lin, Tien-Hsiung Weng, Chien-Kang Huang, Chen Liu, Chih-Chin Liu, Shih-Shun Lin, and Han-Ching Wang
Connection Science, 35:1, 2023.
DOI: 10.1080/09540091.2023.2268878

IJES
Energy-aware automatic tuning on many-core platform via adaptive evolution (Inderscience)
Chen Liu, Zhiliu Yang, and Yijun Jiang
International Journal of Embedded Systems, 2021 Vol.14 No.1, pp.72 - 80
DOI: 10.1504/IJES.2021.111980

FGCS
On the Code Modernization of Shared Sampling Alpha Matting with OpenMP (ScienceDirect)
Tien-Hsiung Weng, Kuan-Ching Li, Zhiliu Yang, and ChenLiu
Future Generation Computer Systems Volume 107, June 2020, Pages 177-191

IEEE CM
Big Data Analytics for Electric Vehicle Integration in Green Smart Cities (ieee)
Boyang Li, Mithat Kisacikoglu, Chen Liu, Navjot Singh, and Melike Erol-Kantarci
IEEE Communications Magazine, Volume 55, Issue 11, pp.19-25, November 2017
DOI:10.1109/MCOM.2017.1700133

IEEE TSG
Planning of Distributed Internet Data Center Microgrids (ieee)
Wenbo Qi, Jie Li, Yaoqing Liu, and Chen Liu
IEEE Transactions on Smart Grid, Volume PP, Issue 99, pp.1-1, September 2017
DOI:10.1109/TSG.2017.2751756

SCPE
Automatic Tuning on Many-Core Platform for Energy Efficiency via Support Vector Machine Enhanced Differential Evolution (SCPE)
Zhiliu Yang, Zachary I. Rauen, and Chen Liu
Scalable Computing: Practice and Experience, Volume 18, issue 2, pp.117-131, 2017
DOI:10.12694/scpe.v18i2.1284

IJES
EEG Processing: A Many-Core Approach Utilizing the Intel Single-Chip Cloud Computer Platform (Inderscience)
Gildo Torres, Paul McCall, Chen Liu, Mercedes Cabrerizo, and Malek Adjouadi
International Journal of Embedded Systems (IJES), Volume 9, Issue 5, pp.464-474, 2017.
DOI:10.1504/IJES.2017.086720

IJCSE
Studies on Inter-component Communication Latency based on Variation Number of Components and Packet size in SDR-SCA Waveform Application (acm)
Pasd Putthapipat, Jean Andrian, and Chen Liu
International Journal of Computational Science and Engineering (IJCSE), Volume 12, Issue 1, pp.65-72, February 2016
DOI:10.1504/IJCSE.2016.074564

CIT JCIT
Hardware Accelerator Approach Towards Efficient Biometric Cryptosystems for Network Security (JCIT)
Charles McGuffey, Chen Liu, and Stephanie Schuckers
CIT Journal of Computing and Information Technology, Vol. 23, No.4, pp.329-340, 2015
DOI:10.2498/cit.1002764

MICPRO
A Resource Utilization Based Instruction Fetch Policy for SMT Processors (ScienceDirect)
Lichen Weng and Chen Liu
Microprocessors and Microsystems (MICPRO), Vol. 39, Issue 1, pp.1-10, February 2015
DOI:10.1016/j.micpro.2014.10.001

JPDC
How Many Cores do We Need to Run a Parallel Workload? A Test Drive of the Intel SCC Platform (ScienceDirect)
Chen Liu, Pollawat Thanarungroj, and Jean-Luc Gaudiot
Journal of Parallel and Distributed Computing (JPDC), Vol. 74, Issue 7, Pages 2582-2595, July 2014
DOI:10.1016/j.jpdc.2013.12.011

JSPS
An Auto-tuning Assisted Power-Aware Study of Iris Matching Algorithm on Intel's SCC (springer)
Gildo Torres, Chen Liu, Jed Kao-Tung Chang, Fang Hua, and Stephanie Schuckers
The Journal of Signal Processing Systems (JSPS), May 2014
DOI:10.1007/s11265-014-0901-4

IJSSOE
Adaptive Virtual Machine Management in the Cloud: A Performance-Counter-Driven Approach (acm)
Gildo Torres and Chen Liu
International Journal of Systems and Service-Oriented Engineering (IJSSOE), Vol. 4, Issue 2, Pages 28-43, April 2014
DOI:10.4018/ijssoe.2014040103

MICPRO
Practical models for energy-efficient prefetching in mobile embedded systems (ScienceDirect)
Jie Tang, Chen Liu, Shaoshan Liu, and Jean-Luc Gaudiot
Microprocessors and Microsystems (MICPRO), Volume 37, Issue 8, Part D, pp.1173-1182, November 2013
DOI:10.1016/j.micpro.2013.09.004

IEEE TC
Acceleration of XML Parsing Through Prefetching (ieee)
Jie Tang, Shaoshan Liu, Chen Liu, Zhimin Gu, and Jean-Luc Gaudiot
IEEE Transactions on Computers, Vol. 62, No. 8, pp.1616-1628, August 2013
DOI: 10.1109/TC.2012.88

JCST
Pinned OS/Services: A Case Study of XML Parsing on Intel SCC (springer)
Jie Tang, Pollawat Thanarungroj, Chen Liu, Shaoshan Liu, Zhiming Gu, and Jean-Luc Gaudiot
Journal of Computer Science and Technology (JCST), Vol. 28, No. 1, pp.3-13, 2013
DOI: 10.1007/s11390-013-1308-6

JOIN
Introducing the Extremely Heterogeneous Architecture (World Scientific)
Shaoshan Liu, Won W. Ro, Chen Liu, Alfredo C. Salas, Christophe Cerin, Jian-Jun Han, and Jean-Luc Gaudiot
Journal of Interconnection Networks (JOIN), Vol. 13, No. 03n04, September-December 2012
DOI:10.1142/S0219265912500107

JIPS
Energy Efficient Architecture Using Hardware Acceleration for Software Defined Radio Components (JIPS-K)
Chen Liu, Omar Granados, Rolando Duarte, and Jean Andrian
Journal of Information Processing Systems (JIPS), Vol. 8, No. 1, pp.133-144, 2012.
DOI: 10.3745/JIPS.2012.8.1.133

IJACT
Critical Path Based Hardware Acceleration for Cryptosystems (ResearchGate)
Chen Liu, Roland Duarte, Omar Granados, Jie Tang, Shaoshan Liu, and Jean Andrian
International Journal of Advancements in Computing Technology (IJACT), Vol. 4, No. 1, pp.438-452, 2012.
DOI: 10.4156/ijact.vol4.issue1.50

IEEE CAL
Prefetching in Embedded Mobile Systems Can Be Energy-Efficient (acm, ieee)
Jie Tang, Shaoshan Liu, Zhimin Gu, Chen Liu, and Jean-Luc Gaudiot
IEEE Computer Architecture Letters, Vol. 10, No. 1, pp.8-11, January - June 2011.
DOI: 10.1109/L-CA.2011.2

IJPP
The Impact of Speculative Execution on SMT Processors (acm, springer)
Dongsoo Kang, Chen Liu, and Jean-Luc Gaudiot
International Journal of Parallel Programming (IJPP), Vol. 36, No. 4, pp. 361-385 August 2008.
DOI: 10.1007/s10766-007-0052-3

ICLR 2025
Greed is Good: Guided Generation from a Greedy Perspective (arXiv)
Zander Blasingame and Chen Liu
The Thirteenth International Conference on Learning Representations (ICLR 2025) Workshop on Frontiers in Probabilistic Inference: Learning meets Sampling (FPI), Singapore EXPO, April 24-28, 2025

ICLR 2025
A Reversible Solver for Diffusion SDEs (arXiv)
Zander Blasingame and Chen Liu
The Thirteenth International Conference on Learning Representations (ICLR 2025) Workshop on Deep Generative Model in Machine Learning: Theory (DeLTa), Singapore EXPO, April 24-28, 2025

NeurIPS 2024
AdjointDEIS: Efficient Gradients for Diffusion Modes (arXiv)
Zander Blasingame and Chen Liu
The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, December 10-15, 2024

HASP 2024
Towards Effective Machine Learning Models for Ransomware Detection via Low-Level Hardware Information (acm)
Chutitep Woralert, Chen Liu, and Zander Blasingame
In Proceedings of the 13th International Workshop on Hardware and Architectural Support for Security and Privacy (HASP 24), Austin, Texas, USA, November 2, 2024

IJCB 2024
Greedy-DiM: Greedy Algorithms for Unreasonably Effective Face Morphs (ieee)
Zander Blasingame and Chen Liu
2024 IEEE International Joint Conference on Biometrics (IJCB 2024), Buffalo, New York, USA, September 15-18, 2024

IJCB 2024
The Impact of Print-and-Scan in Heterogeneous Morph Evaluation Scenarios (ieee)
Richard Neddo, Zander Blasingame, and Chen Liu
2024 IEEE International Joint Conference on Biometrics (IJCB 2024), Buffalo, New York, USA, September 15-18, 2024

AsianHOST 2023
A Comparison of One-class and Two-class Models for Ransomware Detection via Low-level Hardware Information (ieee)
Chutitep Woralert, Chen Liu, and Zander Blasingame
Asian Hardware Oriented Security and Trust Symposium (AsianHOST), Tianjin, China, December 13-15, 2023

SPIE DCS 2023
Millimeter Wave Radar-based Road Segmentation (spie)
Mark Southcott, Leo Zhang, and Chen Liu
SPIE 12535, Radar Sensor Technology XXVII, 125350Q (14 June 2023)

IWBF 2023
A Multi-Tasked Approach Towards Face Detection and Face Quality Assessment (ieee)
Rod Izadi and Chen Liu
The 11th International Workshop on Biometrics and Forensics (IWBF 2023), Barcelona, Spain, April 19-20, 2023

AsianHOST 2022
HARD-Lite: A Lightweight Hardware Anomaly Realtime Detection Framework Targeting Ransomware (ieee)
Chutitep Woralert, Chen Liu, and Zander Blasingame
The 2022 Asian Hardware Oriented Security and Trust Symposium (AsianHOST), December 14-16, 2022, Singapore. (Best Paper Nominee)

CF 2022
Where’s Waldo? Identifying Anomalous Behavior of Data-Only Attacks Using Hardware Features (acm)
Gildo Torres and Chen Liu
The 19th ACM International Conference on Computing Frontiers (CF 2022), May 17-19, 2022, Turin, Piedmont, Italy.

IROS 2021
TUPPer-Map: Temporal and Unified Panoptic Perception for 3D Metric-Semantic Mapping (ieee)
Zhiliu Yang and Chen Liu
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), September 27 - October 1, 2021. Prague, Czech Republic.

ICANN 2021
Feature Creation Towards the Detection of Non-control-Flow Hijacking Attacks (acm)
Zander Blasingame, Chen Liu, and Xin Yao
The 30th International Conference on Artificial Neural Networks (ICANN 2021)

IJCB 2021
Leveraging Adversarial Learning for the Detection of Morphing Attacks (ieee)
Zander Blasingame and Chen Liu
2021 IEEE International Joint Conference on Biometrics (IJCB), August 4-7, 2021, Shenzhen, China

MetroCAD 2021
FPGA-Based Candidate Scoring Acceleration towards LiDAR Mapping (ieee)
Josh Frank, Zhiliu Yang, and Chen Liu
The Fourth International Conference on Connected and Autonomous Driving (MetroCAD 2021), Detroit USA, April 29, 2021

IISWC 2020
High Frequency Performance Monitoring via Architectural Event Measurement (ieee)
Chutitep Woralert, James Bruska, Chen Liu, and Lok Yan
2020 IEEE International Symposium on Workload Characterization (IISWC 2020), October 27-29, 2020

IROS 2020
pi-Map: A Decision-Based Sensor Fusion with Global Optimization for Indoor Mapping (ieee)
Zhiliu Yang, Bo Yu, Wei Hu, Jie Tang, Shaoshan Liu, and Chen Liu
The IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020), October 25-29, 2020, Las Vegas, NV, USA.

SPIE DCS 2020
Compression Artifact Mitigation for Face in Video Recognition (pdf) (spie)
Xuan Qi and Chen Liu
SPIE, Disruptive Technologies in Information Sciences IV, 27 April - 1 May 2020

MetroCAD 2020

HASP 2019
Detecting Non-Control-Flow Hijacking Attacks Using Contextual Execution Information (acm)
Gildo Torres, Zhiliu Yang, Zander Blasingame, James Bruska, and Chen Liu
Hardware and Architectural Support for Security and Privacy (HASP) 2019, in conjunction with ISCA 2019, Phoenix, Arizona, USA, June 23, 2019.

ArchEdge 2019
Enabling Deep Learning on IoT Edge: Approaches and Evaluation (ieee)
Xuan Qi and Chen Liu
ArchEdge: The 1st Workshop on Computing Architecture for Edge Computing. Bellevue, WA, October 25-27, 2018

SmartWorld 2018
Energy-Aware Automatic Tuning of Many-Core Platform via Gradient Descent. (ieee)
Samer Akiki, Zhiliu Yang, Chen Liu, Jie Tang, and Shaoshan Liu.
2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing,
Scalable Computing & Communications, Cloud & Big Data Computing,
Internet of People and Smart City Innovation (SmartWorld/SCALCOM/ UIC/ATC/CBDCom/IOP/SCI), Guangzhou, China, October 8-12, 2018, pp.258-265.

COMPSAC 2018
Teaching Autonomous Driving Using a Modular and Integrated Approach. (ieee)
Jie Tang, Shaoshan Liu, Songwen Pei, Stephane Zuckerman, Chen Liu, Weisong Shi, and Jean-Luc Gaudiot.
2018 IEEE 42nd Annual Computer Software & Applications Conference (COMPSAC), Tokyo, Japan, July 23-27, 2018, pp.361-366.

RESEC 2018
Data Exploits Using Low-level Hardware Information: A Short Time Series Approach (acm)
Chen Liu, Zhiliu Yang, Zander Blasingame, Gildo Torres, and James Bruska
Proceedings of the First Workshop on Radical and Experiential Security RESEC'18, June 2018.

IPDPSW-2018
GreedyTalents: An Energy-Aware Auto-Tuning Method for Many-Core Processor. (ieee)
Tim Platt, Chen Liu, and Zhiliu Yang.
2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). Vancouver, BC, Canada, May 25, 2018, pp.1076-1083.

NATW 2018
Reducing Test Time with FPGA Accelerators Using OpenCL. (ieee)
Tim Platt and Chen Liu
2018 IEEE 27th North Atlantic Test Workshop (NATW), Essex, VT, USA, May 7-9, 2018, pp.1-9.

ICB 2018
Boosting Face in Video Recognition via CNN based Key Frame Extraction (ieee)
Xuan Qi, Chen Liu, and Stephanie Schuckers
The 11th IAPR International Conference on Biometrics (ICB 2018), Gold Coast, Austrlia, February 20-23, 2018

ICFEC 2018
IoT device based Key-Frame Extraction Engine for Face Recognition in Video Surveillance (ieee)
Xuan Qi, Chen Liu, and Stephanie Schuckers
The 2nd IEEE International Conference on Fog and Edge Computing (ICFEC 2018) January 31, 2018

ISBA 2018
CNN Based Key Frame Extraction for Face in Video Recognition (ieee)
Xuan Qi, Chen Liu, and Stephanie Schuckers
The IEEE International Conference on Identity, Security and Behavior Analysis (ISBA 2018), Singapore, January 10-12, 2018

IEEE-SC2 2017
Accelerating Lattice Chromodynamics (LQCD) Simulations with Value Prediction (ieee)
Jie Tang, Shaoshan Liu, Chen Liu, Christine Eisenbeis, and Jean-Luc Gaudiot
The 2017 IEEE International Symposium on Cloud and Services Computinng (IEEE-SC2 2017), Kanazawa, Japan, November 22-25, 2017

IOV 2017
Distributed Simulation Platform for Autonomous Driving (springer)
Jie Tang, Shaoshan Liu, Chao Wang, and Chen Liu
The 2017 International Conference on Internet of Vehicles (IOV 2017), Kanazawa, Japan, November 22-25, 2017

SPIE-DSS 2017
Verification of OpenSSL version via hardware performance counters (spie)
James Bruska, Zander Blasingame, and Chen Liu
Disruptive Technologies in Sensors and Sensor Systems, SPIE DSS 2017, Anaheim, California, USA, April 2017 DOI:10.1117/12.2263029

CSCI 2016
Key-Frame Analysis for Face Related Video on GPU-Accelerated Embedded Platform (ieee) (pdf)
Xuan Qi, Chen Liu, and Stephanie Schuckers
Computational Science and Computational Intelligence (CSCI), 2016 International Conference on. IEEE, 2016

PASA 2016
Energy-Aware Automatic Tuning on Many-Core Platform via Differential Evolution (ieee)(pdf)
Yijun Jiang, Xuan Qi, and Chen Liu
The 5th International Workshop on Power-aware Algorithms, Systems, and Architectures (PASA 2016), in conjunction with ICPP 2016, Philadelphia, PA,USA, August 16, 2016

ARMS-CC 2016
The Impact on the Performance of Co-running Virtual Machines in a Virtualized Environment (acm)(pdf)
Gildo Torres and Chen Liu
Workshop on Adaptive Resource Management and Scheduling for Cloud Computing (ARMS-CC), Held in conjunction with PODC-2016, Chicago, Illinois, July 29, 2016

HASP 2016
Can Data-Only Exploits be Detected at Runtime using Hardware Events?: A Case Study of the Heartbleed Vulnerability (pdf) (acm)
Gildo Torres and Chen Liu
Hardware and Architectural Support for Security and Privacy (HASP 2016), in conjunction with ISCA 2016, Seoul, South Korea, June 18, 2016

DSVCC 2015
GPU-Accelerated Key Frame Analysis for Face Detection in Video (ieee)
Xuan Qi and Chen Liu
The 1st IEEE workshop on Delay Sensitive Video Computing in the Cloud (DSVCC), as part of IEEE CloudCom 2015, Vancouver, Canada, Nov. 30 - Dec. 3, 2015
DOI: 10.1109/CloudCom.2015.99

NAPS 2015
Parallel Gaussian Elimination on Single-Chip Cloud Computer (ieee)
Yamin Wang, Chenxi Dai, Chen Liu, and Lei Wu
North America Power Symposium (NAPS) 2015, UNC Charlotte, October 4-6, 2015
DOI: 10.1109/NAPS.2015.7335094

ICPP-EMS 2015
Multi-core Approach Towards Efficient Biometric Cryptosystems (ieee)
Charles McGuffey and Chen Liu
The 2015 International Workshop on Embedded Multicore Systems (ICPP-EMS 2015), in conjunction with ICPP 2015, Beijing, China, September 1-4, 2015.
DOI: 10.1109/ICPPW.2015.16

M2A2 2015
Parallel BP Neural Network on Single-chip Cloud Computer (ieee)
Boyang Li and Chen Liu
The 7th IEEE International Workshop on Multicore and Multithreaded Architectures and Algorithms (M2A2 2015), in conjunction with HPCC 2015, August 24-26, 2015, New York, USA.
DOI:10.1109/HPCC-CSS-ICESS.2015.280

SPIE DSS 2015
Implementation and optimization of a biometric cryptosystem using iris recognition (spie)
Charles McGuffey, Chen Liu, and Stephanie Schuckers
Biometric and Surveillance Technology for Human and Activity Identification XII, SPIE DSS 2015, Baltimore, Maryland, USA, April 20-24, 2015
DOI: 10.1117/12.2177269

HST 2015
Iris Matching Algorithm on Many-Core Platforms (ieee)
Chen Liu, Benjamin Petroski, Guthrie Cordone, Glido Torres, and Stephanie Schuckers
2015 IEEE International Symposium on Technologies for Homeland Security (HST'15), Boston, Massachusetts, USA, April 14-16, 2015
DO: 10.1109/THS.2015.7225264

ICPP-EMS 2014
An Energy and Memory Trade-Off Study on Resource Constrained Embedded JVM (ieee)
Jie Tang and Chen Liu
The 2014 International Workshop on Embedded Multicore Systems (ICPP-EMS 2014), in conjunction with ICPP 2014, Minneapolis, MN, USA, September 9-12, 2014.
DOI: 10.1109/ICPPW.2014.65

HST 2013
Workload Characteristics for Iris Matching Algorithm: A Case Study (ieee)
Jed Kao-Tung Chang, Fang Hua, Gildo Torres, Chen Liu, and Stephanie Schuckers
The 13th annual IEEE Conference on Technologies for Homeland Security (HST'13), Boston, Massachusetts, USA, November 12-14, 2013
DOI: 10.1109/THS.2013.6699078

SPLASHMARC 2013
Two-Dimensional Convolution on the SCC (ResearchGate)
David Illig and Chen Liu
2013 Many-Core Architecture Research Community Symposium (SPLASHMARC 2013), in conjunction with SPLASH 2013, Indianapolis, Indiana, USA, October 28, 2013

ICPP-EMS 2013
A Power-Aware Study of Iris Matching Algorithms on Intel's SCC (ieee, acm)
Gildo Torres, Jed Kao-Tung Chang, Fang Hua, Chen Liu, and Stephanie Schuckers
The 2013 International Workshop on Embedded Multicore Systems (ICPP-EMS 2013), in conjunction with ICPP 2013, Lyon, France, October 1-4, 2013
DOI:10.1109/ICPP.2013.122

FC 2013
Using Hardware Acceleration to Improve the Security of Wi-Fi Client Devices (springer)
Jed Kao-Tung Chang and Chen Liu
The 3rd International Conference on Frontier Computing - Theory, Technologies and Applications (FC 2013), Gwangju, Korea, September 4-6, 2013
DOI: 10.1007/978-3-642-40675-1_83

IEEE IGCC 2013
Auto-Tuning Multi-Programmed Workload on the SCC (ieee)
Brian Roscoe, Mathias Herlev, and Chen Liu
The 3rd International Workshop on Power Measurement and Profiling(PMP 2013), in conjunction with IEEE IGCC 2013, Arlington, VA, USA, June 27-29, 2013
DOI: 10.1109/IGCC.2013.6604486

ASAP 2013
OCP: Offload Co-Processor for Energy Efficiency in Embedded Mobile Systems (ieee)
Jie Tang, Chen Liu, Yu-Liang Chou, and Shaoshan Liu
The 24th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2013), Washington, D.C., USA, June 5-7, 2013
DOI:10.1109/ASAP.2013.6567561

HPDIC 2013 & IEEE IPDPS 2013
Enhancement for Potential Target in Cryptography Algorithms by Applying Processor-in-Memory Architecture (ieee)
Jed Kao-Tung Chang, Chen Liu, and Jean-Luc Gaudiot
2013 International Workshop on High Performance Data Intensive Computing (HPDIC 2013), In Conjunction with IEEE IPDPS 2013, Boston, Massachusetts, USA, May 24, 2013
DOI: 10.1109/IPDPSW.2013.187

CF 2013
Scheduling Optimization in Multicore Multithreaded Microprocessors through Dynamic Modeling (acm)
Lichen Weng, Chen Liu, and Jean-Luc Gaudiot
ACM International Conference on Computing Frontiers (CF 2013), Ischia, Italy, May 14-16, 2013 DOI:10.1145/2482767.2482774

GPC 2013
Hardware Acceleration for Cryptography Algorithms by Hotspot Detection (springer)
Jed Kao-Tung Chang, Chen Liu, and Jean-Luc Gaudiot
The 8th International Conference on Grid and Pervasive Computing (GPC 2013), Seoul, Korea, May 9-11, 2013
DOI: 10.1007/978-3-642-38027-3_50

AeroConf 2013
Many-Core Computing for Space-based Stereoscopic Imaging (ieee)
Paul McCall, Gildo Torres, Keith LeGrand, Chen Liu, Jacob Darling, Henry Pernicka, and Malek Adjouadi
2013 IEEE Aerospace Conference (AeroConf 2013), Big Sky, Montana, March 2-9, 2013
DOI:10.1109/AERO.2013.6497430

ADAPT 2013
Application-Level Voltage and Frequency Tuning of Multi-Phase Program on the SCC (acm)
Kenneth Berry, Felipe Navarro, and Chen Liu
The 3rd International Workshop on Adaptive Self-tuning Computing Systems (ADAPT'13), co-located with HiPEAC 2013, Berlin, Germany, January 22, 2013
DOI:10.1145/2484904.2484905

ARISR 2012
High-Performance Implementation and Evaluation of Blowfish Cryptographic Algorithm on Single-Chip Cloud Computer: A Pipelined Approach (ResearchGate)
Kamak Ebadi, Victor Pena, and Chen Liu
The 2nd International Conference on Applied and Theoretical Information Systems Research (ATISR 2012), Taipei, Taiwan, December 27-29, 2012

ISPAN 2012
EHA: The Extremely Heterogeneous Architecture (acm, ieee)
Shaoshan Liu, Won W. Ro, Chen Liu, Alfredo C. Salas, Christophe Corin, and Jean-Luc Gaudiot
2012 International Symposium on Pervasive Systems, Algorithms, and Networks (ISPAN 2012), San Marcos, Texas, December 13-15, 2012.
DOI: 10.1109/I-SPAN.2012.11

HPPAC 2012
Power-Efficient Schemes Via Workload Characterization on the Intel's Single-chip Cloud Computer (acm, ieee)
Gustavo Chaparro-Baquero, Qi Zhou, Chen Liu, Jie Tang, and Shaoshan Liu
The 8th Workshop on High-Performance, Power-Aware Computing (HPPAC 2012), in conjunction with IPDPS 2012, Shanghai, China, May 21, 2012.
DOI: 10.1109/IPDPSW.2012.122

IEEE SoutheastCon 2012
A manual approach and analysis of Voltage and Frequency Scaling using SCC (ieee)
Kenneth Berry, Felipe Navarro, and Chen Liu
IEEE SoutheastCon 2012, Orlando, Florida, March 15-18, 2012.
DOI: 10.1109/SECon.2012.6197073

IEEE SoutheastCon 2012
Power and Energy Analysis on Intel Single-chip Cloud Computer System (ieee)
Shi Sha, Jiawei Zhou, Chen Liu and Gang Quan
IEEE SoutheastCon 2012, Orlando, Florida, March 15-18, 2012.
DOI: 10.1109/SECon.2012.6197074

UCAS 2012
Parallelizing Electroencephalogram processing on a many-core platform for the detection of High Frequency Oscillations (pdf)
Gildo Torres, Paul McCall, Chen Liu, Mercedes Cabrerizo, and Malek Adjouadi
The 7th International Workshop on Unique Chips and Systems (UCAS-7), in conjunction with HPCA-18, New Orleans, Louisiana, USA, February 26, 2012.

CAR 2011
Matrix Multiplication Parallelization on a Many-Core Platform (springer)
Pollawat Thanarungroj and Chen Liu
The 3rd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2011), Shenzhen, China, December 24-25, 2011.
DOI: 10.1007/978-3-642-25992-0_3

NPC 2011
Memory-Side Acceleration for XML Parsing (acm, springer)
Jie Tang, Shaoshan Liu, Zhimin Gu, Chen Liu, and Jean-Luc Gaudiot
The 8th IFIP International Conference on Networking and Parallel Computing (NPC 2011), Changsha, Hunan, China, October 21-23, 2011. (best paper finalist)
DOI: 10.1007/978-3-642-24403-2_22

TEMM 2011
PCOUNT: A Power Aware Fetch Policy in Simultaneous Multithreading Processors (acm, ieee)
Lichen Weng, Gang Quan, and Chen Liu
The 1st International IEEE Workshop on Thermal Modeling and Management: Chips to Data Centers (TEMM 2011), in conjunction with IGCC 2011, Orlando, Florida, July 25, 2011.
DOI: 10.1109/IGCC.2011.6008578

U-Media 2011
Case Study on a Software Communications Architecture Component for Hardware Acceleration (acm, ieee)
Rolando Duarte, Omar Granados, Chen Liu, and Jean Andrian
The 4th International Conference on Ubi-media Computing (U-Media 2011), Sao Paulo, Brazil, July 3-4, 2011. DOI: 10.1109/U-MEDIA.2011.17

IEEE SoutheastCon 2011
Validation of Scheduling Techniques to Reduce Peak Temperature on an Architectural Level Platform Set-Up (ieee)
Vivek Chaturvedi, Pollawat Thanarungroj, Chen Liu, and Gang Quan
IEEE SoutheastCon 2011, Nashville, TN, March 17-20, 2011.
DOI: 10.1109/SECON.2011.5752916

ICPE 2011
Workload Characterization of Cryptography Algorithms for Hardware Acceleration (acm)
Jed Kao-Tung Chang, Chen Liu, Shaoshan Liu, and Jean-Luc Gaudiot
The 2nd ACM/SPEC International Conference on Performance Engineering (ICPE 2011), Karlsruhe, Germany, March 14-16, 2011.
DOI: 10.1145/1958746.1958800

MASVD 2010
Cooperative Virtual Machine Scheduling on Multi-core Multi-threading Systems - A Feasibility Study (ResearchGate)
Dulcardo Arteaga, Ming Zhao, Chen Liu, Pollawat Thanarungroj, and Lichen Weng
Workshop on Micro Architectural Support for Virtualization, Data Center Computing, and Clouds (MASVDC 2010), in conjunction with MICRO-43, Atlanta, GA, December 5, 2010

UCAS-6 2010
RSA Cryptography Acceleration for Embedded System (pdf)
Rolando Duarte, Chen Liu, and Xinwei Niu
The 6th International Workshop on Unique Chips and Systems (UCAS-6), in conjunction with MICRO-43, Atlanta, GA, December 4, 2010

ICPP 2010
On Better Performance from Scheduling Threads according to Resource Demands in MMMP (acm, ieee)
Lichen Weng and Chen Liu
The 6th International Workshop on Scheduling and Resource Management for Parallel and Distributed Systems (SRMPDS 2010), in conjunction with ICPP 2010, San Diego, CA, September 13, 2010.
DOI: 10.1109/ICPPW.2010.53

IET FC 2010
Intelligent Controller with Cache for Critical Infrastructures (ieee)
Lichen Weng, Xinwei Niu, Chen Liu, and Niki Pissinou
The IET International Conference on Frontier Computing - Theory, Technologies and Applications (IET FC 2010), Taichung, Taiwan, August 4-6, 2010.
DOI: 10.1049/cp.2010.0538

ICA3PP 2009
The Impact of Resource Sharing Control on the Design of Multicore Processors (acm,springer)
Chen Liu and Jean-Luc Gaudiot
The 9th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP '09), Vol. 5574/2009, pp. 315-326, Taipei, Taiwan, June 8-11, 2009.
DOI: 10.1007/978-3-642-03095-6_31

ACSAC 2008
Resource sharing control in Simultaneous MultiThreading microarchitectures (ieee)
Chen Liu and Jean-Luc Gaudiot
The 13th IEEE Asia-Pacific Computer Systems Architecture Conference (ACSAC 2008), Hsinchu, Taiwan, August 04-06, 2008.
DOI: 10.1109/APCSAC.2008.4625432

APPT 2005
Static Partitioning vs Dynamic Sharing of Resources in Simultaneous MultiThreading Microarchitectures (acm, springer)
Chen Liu and Jean-Luc Gaudiot.
The 6th International Workshop on Advanced Parallel Processing Technologies (APPT 2005), Vol. 3756/2005, pp. 81-90, Hong Kong, China, October 27-28, 2005.
DOI: 10.1007/11573937_11

GPU-based acceleration of SDN controllers (link)
Xuan Qi, Burak Kantarci, and Chen Liu
Chapter 14 for Collection “GPU-based acceleration of SDN controllers”, Q. Duan et al. (Eds.), Telecommunications, IET 2017, pp. 339-356.
DOI: 10.1049/PBTE073E_ch14

Big Data Biometrics Processing: A Case Study of Iris Matching Algorithm on Intel Xeon Phi (link)
Xueyan Li and Chen Liu
Chapter 20 for Collection "Big Data: Algorithms, Analytics, and Applications", Edited by Kuan-Ching Li, Hai Jiang, Laurence T. Yang, Alfredo Cuzzocrea, Chapman & Hall/CRC 2015, Pages 393-404, ISBN: 978-1-4822-4055-9.

Simultaneous Multi-Threading (SMT) Microarchitecture (link)
Chen Liu, Xiaobin Li, Shaoshan Liu, and Jean-Luc Gaudiot
Chapter 24 for Collection "Handbook of Research on Scalable Computing Technologies", Edited by Kuan-Ching Li, Ching-Hsien Hsu, Laurence Tianruo Yang, Jack Dongarra, and Hans Zima, IGI Global, July 2009.
DOI: 10.4018/978-1-60566-661-7

Medium Access Control Protocols for Satellite Communications (link)
Srikanth V. Krishnamurthy, Chen Liu, and Vikram Gupta
Chapter 3 for Collection "Internetworking and Computing over Satellite Networks", Edited by Yongguang Zhang, Kluwer Academic Publishers, 2003

MOST 2025
Implementing GPS-Based Autonomous Navigation in ROS2 Using an Inertial Sense Device
Robert Arcate and Chen Liu
The Third IEEE International Conference on Mobility, Operations, Services, and Technologies (MOST 2025), Newark, Deleware, USA, May 4-6, 2025

MOST 2025
Deterministic Rule-Based Control System for Retrofitted Electric Regenerative Braking
Sean Willis, Thomas Bondaruk, and Chen Liu
The Third IEEE International Conference on Mobility, Operations, Services, and Technologies (MOST 2025), Newark, Deleware, USA, May 4-6, 2025

MOST 2025
Improved DBSCAN Using Modified Epsilon for Static Scene Clustering
Mark Southcott and Chen Liu
The Third IEEE International Conference on Mobility, Operations, Services, and Technologies (MOST 2025), Newark, Deleware, USA, May 4-6, 2025

MOST 2025
ERB System Retrofitted for School Bus Application
Thomas Bondaruk, Sean Willis, and Chen Liu
The Third IEEE International Conference on Mobility, Operations, Services, and Technologies (MOST 2025), Newark, Deleware, USA, May 4-6, 2025

MOST 2025
Adapting Pretrained Vision Transformers with LoRA Against Attack Vectors
Richard Neddo, Sean Willis, Zander Blasingame, and Chen Liu
The Third IEEE International Conference on Mobility, Operations, Services, and Technologies (MOST 2025), Newark, Deleware, USA, May 4-6, 2025

MetroCAD 2020
An Autoencoder Based Approach to Defend Against Adversarial Attacks for Autonomous Vehicles (pdf)
Houchao Gan and Chen Liu
The Third IEEE International Conference on Connected and Autonomous Driving MetroCAD 2020, Detroit, Michigan, USA, February 27-28, 2020

ASAP 2015
How can Garbage Collection be Energy Efficient by Dynamic Offloading? (ieee)
Jie Tang, Chen Liu, and Jean-Luc Gaudiot
The 26th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2015), Toronto, Canada, July 27-29, 2015.
DOI: 10.1109/ASAP.2015.7245725

ACM SIGMETRICS 2011
Workload Characterization of Cryptography Algorithms for Hardware Acceleration (acm)
Jed Kao-Tung Chang, Chen Liu, Shaoshan Liu, and Jean-Luc Gaudiot
ACM SIGMETRICS Performance Evaluation Review, Volume 39, Issue 3, page 20-20, December 2011
DOI: 10.1145/2160803.2160844

IPCCC 2011
Power and Energy Consumption Analysis on Intel SCC Many-Core System (acm, ieee)
Pollawat Thanarungroj and Chen Liu
The 30th International Performance Computing and Communications Conference (IPCCC 2011), Orlando, Florida, November 17-19, 2011.
DOI: 10.1109/PCCC.2011.6108095

PRDC 2010
The Performance Analysis and Hardware Acceleration of Crypto-Computations for Enhanced Security (acm, ieee)
Jed Chang, Shaoshan Liu, Jean-Luc Gaudiot, and Chen Liu
The 16th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2010), Tokyo, Japan, December 13-15, 2010.
DOI: 10.1109/PRDC.2010.21

IPCCC 2010
Hardware-Assisted Security Mechanism: the Acceleration of Cryptographic Operations with Low Hardware Cost (ieee)
Jed Chang, Shaoshan Liu, Jean-Luc Gaudiot, and Chen Liu
The 29th IEEE International Performance Computing and Communications Conference (IPCCC 2010), Albuquerque, New Mexico, December 9-11, 2010.
DOI: 10.1109/PCCC.2010.5682293

IEEE GOLD 2010
Future Multicore Multithreading Microprocessor Design (pdf)
Chen Liu
IEEE Graduates of the Last Decade (GOLD) Rush Newsletter, September Issue, pp.13, 2010.

High Frequency Performance Monitoring via Architectural Event Measurement
Chen Liu
Arm HPC User Group Workshop @ ISC23, Hamburg, Germany, May 25, 2023

A Distributed Approach for Anomaly Detection Using Low-Level Hardware Information
Chen Liu
Second Combined Workshop on Interactive and Urgent High-Performance Computing (InteractiveHPC), May 25, 2023, Hamburg, Germany

Contention-aware Virtual Machine Scheduling via Runtime Performance Monitoring
Chen Liu and Gildo Torres
Inter HPC Developer Conference, Denver, Colorado, USA, November 11-12, 2017

Adaptive Virtual Machine Management in the Cloud: A Performance-Counter-Driven Approach (pdf)
Chen Liu and Gildo Torres
The 8th IEEE Symposium on Computational Intelligence for Security and Defense Applications, Verona, New York, USA, May 26 – 28, 2015

Minute motion sensing using Google Glasses
James Bruska
The 18th Annual Summer 2015 Symposium on Undergraduate Research Experiences (SURE), Clarkson University, July 30, 2015 (1st place in poster presentation under Signal Processing category)

Hardware Accelerator Approach Towards Efficient Biometrics Cryptosystems
Charles McGuffey
The 17th Annual Spring 2015 Symposium on Undergraduate Research Experiences (SURE), Clarkson University, April 18, 2015 (1st place in oral presentation under Robotics and Computer Science category)

Parallel BP Neural Network on SCC
Boyang Li
2014 Graduate Research Symposium, Clarkson University, Potsdam, New York, December 16-17, 2014

Adaptive Virtual Machine Management in the Cloud: A Performance-Counter-Driven Approach
Gildo Torres
2014 Graduate Research Symposium, Clarkson University, Potsdam, New York, December 16-17, 2014

Hardware Accelerator Approach Towards Efficient Biometrics Cryptosystems (pdf)
Charles McGuffey, Gabriel Tucker, and James Bruska
The 17th Annual Summer 2014 Symposium on Undergraduate Research Experiences (SURE), Clarkson University, July 31, 2014

Acceleration of Daugman's Iris Matching Algorithm using Graphics Processing Units with Varying Thread-Level Granularity
Benjamin Petroski
The 16th Annual Spring 2014 Symposium on Undergraduate Research Experiences (SURE), Clarkson University, April 12, 2014 (1st place in oral presentation under Sensors and Biometrics category)

Iris Matching Algorithm on the Intel Xeon Phi Coprocessor (pdf)
Guthrie Cordone
The 16th Annual Spring 2014 Symposium on Undergraduate Research Experiences (SURE), Clarkson University, April 12, 2014

Adaptive Virtual Machine Management in the Cloud: A Performance-Counter-Driven Approach
Gildo Torres, Chen Liu, Matthew Zotta, Lok Yan, Sergey Panasyuk, and Steve Drager
Summer Faculty Poster Session, Air Force Research Lab, July 16, 2013

Power and Energy Consumption Analysis on Intel SCC Many-Core System
Pollawat Thanarungroj
Annual Scholarly Forum, Florida International University, February 27-28, 2012 (1st place in poster under Engineering category)

Parallelizing Electroencephalogram processing on a many-core platform for the detection of High Frequency Oscillations
Paul McCall and Gildo Torres
Annual Scholarly Forum, Florida International University, February 27-28, 2012 (1st place in presentation under Biomedical category)

An OLS Regression Based Fetching Policy According to D-Cache Misses for SMT Architecture
Lichen Weng
Annual Scholarly Forum, Florida International University, March 28-29, 2011 (1st place in poster under Engineering category)

Fetching According to the Evaluated L2 Cache Misses By OLS Regression in SMT Architecture (pdf)
Lichen Weng and Chen Liu
The 16th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2011), Newport Beach, California, March 5-11, 2011

Hardware-aided Monitoring of L1 and L2 D-Cache Misses in SMT (pdf)
Lichen Weng and Chen Liu
The 3rd Workshop on Functionality of Hardware Performance Monitoring (FHPM'10), Held in conjunction with MICRO-43, Atlanta, Georgia, December 4, 2010

Hardware-aided Monitoring of D-Cache Misses in Simultaneous Multithreading Architecture
Lichen Weng
Annual Scholarly Forum, Florida International University, March 22-23, 2010 (outstanding participant in presentation under Engineering category)

Adaptive Resource Partitioning in Simultaneous Multi-threading Architecture (pdf)
Chen Liu
The 6th Annual Industry Research Symposium, University of California, Irvine, May 15-16, 2007.

Adaptive Resource Partitioning in Simultaneous Multi-threading Architecture (pdf)
Chen Liu
The 5th Annual Industry Research Symposium, University of California, Irvine, May 15-17, 2006.

Hybrid-partitioning in Simultaneous Multi-threading Architecture (pdf)
Chen Liu
The 4th Annual Industry Research Symposium, University of California, Irvine, May 23-24, 2005.