Research Output 1972 2020

2019
Opinion Dynamics
Network Structure
Lifetime
life (durability)
Interaction

Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS

Li, Q., Zhang, X., Xiong, J. J., Hwu, W-M. W. & Chen, D., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 693-698 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Field programmable gate arrays (FPGA)
Data storage equipment
Computer hardware
Energy efficiency
Statistics

Improving strong-scaling of CNN training by exploiting finer-grained parallelism

Dryden, N., Maruyama, N., Benson, T., Moon, T., Snir, M. & Van Essen, B., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 210-220 11 p. 8820780. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Knobs
Decomposition
Data storage equipment
Image classification
Convolution

Influence of conformist and manipulative behaviors on public opinion

Etesami, S. R., Bolouki, S., Nedic, A., Basar, M. T. & Poor, H. V., Mar 2019, In : IEEE Transactions on Control of Network Systems. 6, 1, p. 202-214 13 p., 8291583.

Research output: Contribution to journalArticle

Game
Express
Manipulation
Scalar
Opinion Dynamics

Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms

Sayin, M. O., Lin, C. W., Shiraishi, S., Shen, J. & Basar, T., Mar 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 3, p. 912-924 13 p., 8370839.

Research output: Contribution to journalArticle

Roadsides
Sensors
Scheduling
Communication
Computer simulation
creativity
learning
Information science
information science
Students

Input-delay compensation in a robust adaptive control framework

Nguyen, K. D. & Dankowicz, H., Jul 23 2019, In : IET Control Theory and Applications. 13, 11, p. 1718-1727 10 p.

Research output: Contribution to journalArticle

Robust Adaptive Control
Input Delay
Stability Condition
Numerical Continuation
Delay-dependent Stability

Integrating local context and global cohesiveness for open information extraction

Zhu, Q., Ren, X., Shang, J., Zhang, Y., El-Kishky, A. & Han, J., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 42-50 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistics
Experiments

Integration of machine learning and pharmacogenomic biomarkers for predicting response to antidepressant treatment: Can computational intelligence be used to augment clinical assessments?

Athreya, A. P., Iyer, R., Wang, L., Weinshilboum, R. M. & Bobo, W. V., Jan 1 2019, In : Pharmacogenomics. 20, 14, p. 983-988 6 p.

Research output: Contribution to journalReview article

Open Access
Artificial Intelligence
Pharmacogenetics
Antidepressive Agents
Biomarkers
Machine Learning

InvisiSpec: Making speculative execution invisible in the cache hierarchy (Corrigendum)

Yan, M., Choi, J., Skarlatos, D., Morrison, A., Fletcher, C. W. & Torrellas, J., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, 1 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Iterative Computation of Security Strategies of Matrix Games with Growing Action Set

Li, L. & Langbort, C., Dec 1 2019, In : Dynamic Games and Applications. 9, 4, p. 942-964 23 p.

Research output: Contribution to journalArticle

Matrix Game
Computational complexity
Vertex of a graph
Computational Complexity
Saddlepoint

Kaizen: Building a performant blockchain system verified for consensus and integrity

Kalim, F., Palmskog, K., Mehar, J., Murali, A., Gupta, I. & Madhusudan, P., Oct 2019, Proceedings of the 19th Conference on Formal Methods in Computer-Aided Design, FMCAD 2019. Barrett, C. & Yang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 96-104 9 p. 8894248. (Proceedings of the 19th Conference on Formal Methods in Computer-Aided Design, FMCAD 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

System Development
Integrity
Refinement
Design
Knowledge

L 1 adaptive sampled-data control for uncertain multi-input multi-output systems

Jafarnejadsani, H., Lee, H. & Hovakimyan, N., May 2019, In : Automatica. 103, p. 346-353 8 p.

Research output: Contribution to journalArticle

Controllers
Closed loop systems
Sampling
Low pass filters
Bandwidth

Large-area MRI-compatible epidermal electronic interfaces for prosthetic control and cognitive monitoring

Tian, L., Zimmerman, B., Akhtar, A., Yu, K. J., Moore, M., Wu, J., Larsen, R. J., Lee, J. W., Li, J., Liu, Y., Metzger, B., Qu, S., Guo, X., Mathewson, K. E., Fan, J. A., Cornman, J., Fatina, M., Xie, Z., Ma, Y., Zhang, J. & 9 others, Zhang, Y., Dolcos, F., Fabiani, M., Gratton, G., Bretl, T., Hargrove, L. J., Braun, P. V., Huang, Y. & Rogers, J. A., Mar 1 2019, In : Nature biomedical engineering. 3, 3, p. 194-205 12 p.

Research output: Contribution to journalArticle

Prosthetics
Magnetic resonance imaging
Skin
Electroencephalography
Equipment and Supplies

Latent error prediction and fault localization for microservice applications by learning from system trace logs

Zhou, X., Peng, X., Xie, T., Sun, J., Ji, C., Liu, D., Xiang, Q. & He, C., Aug 12 2019, ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Apel, S., Dumas, M., Russo, A. & Pfahl, D. (eds.). Association for Computing Machinery, Inc, p. 683-694 12 p. (ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Containers
Testing

Learning Filter Bank Sparsifying Transforms

Pfister, L. & Bresler, Y., Jan 15 2019, In : IEEE Transactions on Signal Processing. 67, 2, 8543611.

Research output: Contribution to journalArticle

Filter banks
Mathematical transformations
Image denoising
Learning algorithms
Restoration

Learning stateful preconditions modulo a test generator

Astorga, A., Madhusudan, P., Saha, S., Wang, S. & Xie, T., Jun 8 2019, PLDI 2019 - Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation. McKinley, K. S. & Fisher, K. (eds.). Association for Computing Machinery, p. 775-787 13 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Learning to communicate: A machine learning framework for heterogeneous multi-agent robotic systems

Yoon, H. J., Chen, H., Long, K., Zhang, H., Gahlawat, A., Lee, D. & Hovakimyan, N., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Robotics
Reinforcement learning
Communication
Multi agent systems

Lessons Learned by INFEWS-ER's virtual resource center for transdisciplinary graduate student training at the nexus of food, energy, and water

Koelsch, R., Rodriguez, L. F., Banner, S., Classen, J., Cotton, D., Deviney, A., Heemstra, J., Koziel, J., Meyer, D., Marshall, A-M., Padmanabhan, A. & Steward, D., Jan 1 2019.

Research output: Contribution to conferencePaper

students
Students
Water
water
Nexus

Leveraging physical access logs to identify tailgating: Limitations and solutions

Cheh, C., Thakore, U., Chen, B., Temple, W. G. & Sanders, W. H., Sep 2019, Proceedings - 2019 15th European Dependable Computing Conference, EDCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 127-132 6 p. 8893375. (Proceedings - 2019 15th European Dependable Computing Conference, EDCC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical infrastructures
taps
cards
Railway
stations

Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection

Bu, Y., Zou, S. & Veeravalli, V. V., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2115-2128 14 p., 8651359.

Research output: Contribution to journalArticle

Locating multiple GPS jammers using networked UAVs

Bhamidipati, S. & Gao, G. X., Apr 2019, In : IEEE Internet of Things Journal. 6, 2, p. 1816-1828 13 p., 8629980.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Global positioning system
Jamming
Costs
Navigation

Long-short term memory neural network stability and stabilization using linear matrix inequalities

Deka, S. A., Stipanovic, D. M., Murmann, B. & Tomlin, C. J., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702629. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear matrix inequalities
Stabilization
Neural networks
Asymptotic stability
Long short-term memory

Lyapunov analysis of the chaotic colpitts oscillator

Vasiljević, I., Lekić, A. & Stipanovic, D. M., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702567. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lyapunov functions
Linearization
Trajectories

Lyapunov Characterization and Analysis of the Operating Modes of the AC-DC Ćuk Converter

Petrovic, N. Z., Lekic, A. & Stipanovic, D. M., Jun 2019, In : IEEE Journal of Emerging and Selected Topics in Power Electronics. 7, 2, p. 1318-1328 11 p., 8486971.

Research output: Contribution to journalArticle

Lyapunov functions
Dynamical systems
Derivatives

Magnetostatic Spring Softening and Stiffening in Magneto-Mechanical Resonator Systems

Grinberg, I., Mangu, A., Peterson, C. W., Wilken-Resman, E., Bernhard, J. T. & Bahl, G., Aug 2019, In : IEEE Transactions on Magnetics. 55, 8, 8699123.

Research output: Contribution to journalArticle

Magnetostatics
Magnets
Resonators
Analytical models

Matching µ-logic: Foundation of K framework

Chen, X. & Roşu, G., Nov 2019, 8th Conference on Algebra and Coalgebra in Computer Science, CALCO 2019. Roggenbach, M. & Sokolova, A. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 1. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 139).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Temporal logic
Computer programming languages
Costs

Matching μ-Logic

Chen, X. & Rosu, G., Jun 2019, 2019 34th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2019. Institute of Electrical and Electronics Engineers Inc., 8785675. (Proceedings - Symposium on Logic in Computer Science; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Temporal logic
Computer programming languages
Acoustic waves
Logic
Pattern matching

Matrix theory for minimal trellises

Duursma, I. M., Nov 1 2019, In : Designs, Codes, and Cryptography. 87, 11, p. 2507-2536 30 p.

Research output: Contribution to journalArticle

Matrix Theory
Convolutional codes
Duality
Data storage equipment
Tail

Maximizing Power in Wind Turbine Arrays with Variable Wind Dynamics

Buccafusca, L. & Beck, C. L., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2667-2672 6 p. 8619789. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wind Turbine
Wind turbines
Model predictive control
Model Predictive Control
Dynamic programming

Meanings and Functions of Money in Different Cultural Milieus

Cohen, D., Shin, F. & Liu, X., Jan 4 2019, In : Annual review of psychology. 70, p. 475-497 23 p.

Research output: Contribution to journalReview article

Psychology
Behavioral Economics
Economics
Aptitude
Ethnic Groups
3D printers
Mechanical properties
Liquids
Polymers
Geometry

MemXCT: Memory-centric X-ray CT reconstruction with massive parallelization

Hidayetolu, M., Biçer, T., De Gonzalo, S. G., Ren, B., Gürsoy, D., Kettimuthu, R., Foster, I. T. & Hwu, W. M. W., Nov 17 2019, Proceedings of SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a85. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
X rays
Supercomputers
Synchrotrons
Image quality

Microgrid Distributed Frequency Control over Time-Varying Communication Networks

Zholbaryssov, M. & Dominguez-Garcia, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5722-5727 6 p. 8619398. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time varying networks
Microgrid
Communication Networks
Telecommunication networks
Time-varying

MicroScope: Enabling microarchitectural replay attacks

Skarlatos, D., Yan, M., Gopireddy, B., Sprabery, R., Torrellas, J. & Fletcher, C. W., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 318-331 14 p. (Proceedings - International Symposium on Computer Architecture).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Microscopes
Faulting
Supervisory personnel
Hardware
Side channel attack

Minimum Precision Requirements of General Margin Hyperplane Classifiers

Sakr, C., Kim, Y. & Shanbhag, N. R., Jun 2019, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9, 2, p. 253-266 14 p., 8685184.

Research output: Contribution to journalArticle

Classifiers
Adders
Intelligent systems
Support vector machines

Minotaur: Adapting Software Testing Techniques for Hardware Errors

Mahmoud, A., Venkatagiri, R., Ahmed, K., Misailovic, S., Marinov, D., Fletcher, C. W. & Adve, S. V., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 1087-1103 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Software testing
Computer hardware
Hardware

MIRAS: Model-based reinforcement learning for microservice resource allocation over scientific workflows

Yang, Z., Nguyen, P., Jin, H. & Nahrstedt, K., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 122-132 11 p. 8885267. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Resource allocation
Architectural design
Software design
Simulators

Mitigating the effects of flaky tests on mutation testing

Shi, A., Bell, J. & Marinov, D., Jul 10 2019, ISSTA 2019 - Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis. Zhang, D. & Moller, A. (eds.). Association for Computing Machinery, Inc, p. 296-306 11 p. (ISSTA 2019 - Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Testing
Experiments

MLModelScope: Evaluate and introspect cognitive pipelines

Li, C., Dakkak, A., Xiong, J. & Hwu, W. M., Jul 2019, Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019. Chang, C. K., Chen, P., Goul, M., Oyama, K., Reiff-Marganiec, S., Sun, Y., Wang, S. & Wang, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 335-338 4 p. 8817116. (Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pipelines
Learning systems
Innovation
Hardware
Deep learning

Model-Based Reinforcement Learning for Atari

Campbell, R., Mar 2019.

Research output: Contribution to conferencePaper

Reinforcement learning
Learning algorithms
Experiments

Model-based temperature estimation of power electronics systems

Tannous, P. J., Peddada, S. R. T., Allison, J., Foulkes, T., Pilawa-Podgurski, R. C. N. & Alleyne, A. G., Apr 2019, In : Control Engineering Practice. 85, p. 206-215 10 p.

Research output: Contribution to journalArticle

Power Electronics
Power electronics
Temperature Sensor
Model-based
Thermal Model

Model Change Detection with Application to Machine Learning

Bu, Y., Lu, J. & Veeravalli, V. V., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5341-5345 5 p. 8682153. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Linear regression
Logistics
Computational complexity
Experiments

Modeling adversarial physical movement in a railway station: Classification and metrics

Cheh, C., Chen, B., Temple, W. G. & Sanders, W. H., Oct 2019, In : ACM Transactions on Cyber-Physical Systems. 4, 1, A11.

Research output: Contribution to journalArticle

Physical Modeling
Intrusion detection
Railway
Metric
Intrusion Detection

Modulation of anticipatory postural adjustments using a powered ankle orthosis in people with Parkinson's disease and freezing of gait

Petrucci, M. N., MacKinnon, C. D. & Hsiao-Wecksler, E. T., Jul 2019, In : Gait and Posture. 72, p. 188-194 7 p.

Research output: Contribution to journalArticle

Social Adjustment
Orthotic Devices
Gait
Ankle
Freezing

Monolayer MoS 2 Nanoribbon Transistors Fabricated by Scanning Probe Lithography

Chen, S., Kim, S., Chen, W., Yuan, J., Bashir, R., Lou, J., van der Zande, A. & King, W. P., Mar 13 2019, In : Nano letters. 19, 3, p. 2092-2098 7 p.

Research output: Contribution to journalArticle

Nanoribbons
Carbon Nanotubes
Lithography
Monolayers
Transistors

Multi-Attribute Topic Feature Construction for Social Media-based Prediction

Morales, A., Gandhi, N., Chan, M. P. S., Lohmann, S., Sanchez, T., Brady, K. A., Ungar, L., Albarracin, D. & Zhai, C., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1073-1078 6 p. 8622347. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metadata
Viruses
Semantics

Multichannel Sparse Blind Deconvolution on the Sphere

Li, Y. & Bresler, Y., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7943-7947 5 p. 8683334. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deconvolution
Convolution
Recovery
Experiments

Multi-Domain Integration and Correlation Engine

Dron, W., Hunter, A., Sydney, A., Pal, S., Hancock, J., Scott, L., Abdelzaher, T., Han, J., Adali, S. & Horne, B., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1074-1079 6 p. 8599706. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engines
Sensor networks
Learning systems
Sensors
Image sensors