University of Illinois at Urbana-Champaign

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    United States

Research Output 1956 2022

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Conference contribution
2019

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

Methods for Blended Shared Control of Hydraulic Excavators with Learning and Prediction

Jin, Z., Pagilla, P. R., Maske, H. & Chowdhary, G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1973-1978 6 p. 8619826. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Excavators
Hydraulics
Prediction
Operator
Situational Awareness

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

Microstructure and flexure strengths of dolomite particulate-reinforced geopolymer composites

Keane, P. F. & Kriven, W. M., Jan 1 2019, Ceramic Engineering and Science Proceedings. Kriven, W., Fahrenholtz, W. G., Kirihara, S., Wu, Y., Wang, J., Weber, W. J., Amoroso, J., Halbig, M., Fey, T., Shimamura, K., Colombo, P. & Shurgart, K. (eds.). 3 ed. American Ceramic Society, p. 173-181 9 p. (Ceramic Engineering and Science Proceedings; vol. 39, no. 3).

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

Geopolymers
Microstructure
Composite materials
Bending strength
Carbonates

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

ML-Based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection

Jha, S., Banerjee, S., Tsai, T., Hari, S. K. S., Sullivan, M. B., Kalbarczyk, Z. T., Keckler, S. W. & Iyer, R. K., Jun 2019, Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019. Institute of Electrical and Electronics Engineers Inc., p. 112-124 13 p. 8809495. (Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019).

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

Learning systems
Accidents
Engines
Testing
Industry

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

Mobile gaming on personal computers with direct android emulation

Yang, Q., Li, Z., Liu, Y., Long, H., Huang, Y., He, J., Xu, T. & Zhai, E., Aug 7 2019, MobiCom 2019 - Proceedings of the 25th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, (Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM).

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

Personal computers
Hardware
Application programs
Data storage equipment
Virtualization

Model-based detection of progress using D4AR models generated by daily site photologs and building information models

Golparvar-Fard, M., Peña-Mora, F. & Savarese, S., Jan 1 2019, EG-ICE 2010 - 17th International Workshop on Intelligent Computing in Engineering. Tizani, W. (ed.). Nottingham, (EG-ICE 2010 - 17th International Workshop on Intelligent Computing in Engineering).

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

Augmented reality
Coloring
Visibility
Labeling
Learning systems

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 and Analysis for MOS Capacitance of TSV Considering Temperature Dependence

Min, Q., Li, E. P. & Jin, J. M., Jun 2019, 2019 Joint International Symposium on Electromagnetic Compatibility, Sapporo and Asia-Pacific International Symposium on Electromagnetic Compatibility, EMC Sapporo/APEMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 350-353 4 p. 8893953. (2019 Joint International Symposium on Electromagnetic Compatibility, Sapporo and Asia-Pacific International Symposium on Electromagnetic Compatibility, EMC Sapporo/APEMC 2019).

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

Capacitance
Metals
Silicon
Temperature
Boltzmann equation

Modeling improvement for underrepresented minorities in online STEM education

Bosch, P. N., Huang, E., Angrave, L. C. & Perry, M., Jun 7 2019, ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 327-335 9 p. (ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization).

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

Open Access
Education
Students

Modeling of air breakdown by single-mode and multi-mode lasers

Alberti, A., Munafò, A., Pantano-Rubino, C. A., Freund, J. & Panesi, M., 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

Laser modes
Air
Plasmas
Radiative transfer
Reaction kinetics

Modeling of material removal in atomized dielectric-based electrical discharge machining (EDM)

Tanveer, A., Kapoor, S. G. & Mujumdar, S. S., Jan 1 2019, Processes; Materials. American Society of Mechanical Engineers (ASME), (ASME 2019 14th International Manufacturing Science and Engineering Conference, MSEC 2019; vol. 2).

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

Electric discharge machining
Dielectric films
Atomizers
Atomization
Debris

Modeling the climate change effects on storm surge with metamodels

Contento, A., Xu, H., Gardoni, P. & Guerrier, S., Jan 1 2019, Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018. Frangopol, D. M., Caspeele, R. & Taerwe, L. (eds.). CRC Press/Balkema, p. 1719-1726 8 p. (Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018).

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

Climate change
Hurricanes
Risk analysis

Modeling the influence of popular trending events on user search behavior

Santu, S. K. K., Li, L., Park, D. H., Chang, Y. & Zhai, C. X., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 535-544 10 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

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

Data mining
Social sciences
Search engines

Monitoring post-tensioned miter gate diagonals using vision-based vibration measurements

Eick, B., Narazaki, Y., Smith, M. D. & Spencer, B. F., Jan 1 2019, Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring. Chang, F-K., Guemes, A. & Kopsaftopoulos, F. (eds.). DEStech Publications Inc., p. 3057-3064 8 p. (Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring; vol. 2).

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

Vibration measurement
Vibration
Rivers
Contact sensors
Stiffness

Monte-Carlo tree search for policy optimization

Ma, X., Driggs-Campbell, K., Zhang, Z. & Kochenderfer, M. J., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3116-3122 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Trees (mathematics)
Reinforcement learning
Genetic algorithms
Monte Carlo methods

Moya—A JIT Compiler for HPC

Prabhu, T. & Gropp, W. D., Jan 1 2019, Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Revised Selected Papers. Levine, J. A., Schulz, M., Malony, A. D., Bhatele, A. & Boehme, D. (eds.). Springer-Verlag, p. 56-73 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11027 LNCS).

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

Compiler
Annotation
Dynamic Optimization
Static analysis
Static Analysis

MRMine: Multi-resolution multi-network embedding

Du, B. & Tong, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 479-488 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Node
Intrinsic
Experiment
Alignment
Anomaly detection

MSE Wall Global Stability and Lesson Learned

Stark, T. D., Handy, R. & Lustig, M., Jan 1 2019, Geotechnical Special Publication. Kumar, S., Coe, J. T., Meehan, C. L. & Pando, M. A. (eds.). GSP 305 ed. American Society of Civil Engineers (ASCE), p. 277-289 13 p. (Geotechnical Special Publication; vol. 2019-March, no. GSP 305).

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

Piers
Embankments
Soils
Corrugated metal
Abutments (bridge)

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

Multicasting Energy and Information Simultaneously

Wu, T. Y., Tandon, A., Varshney, L. R. & Motani, M., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2494-2498 5 p. 8849559. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Multicasting
Transmitters
Communication systems
Receiver
Communication

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

Multipath-enabled Private Audio with Noise

Chaman, A., Liu, Y. J., Casebeer, J. & Dokmanic, I., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 685-689 5 p. 8683045. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Loudspeakers
MIMO systems
Impulse response
Acoustics
Communication

Multi-Spectral Visual Odometry without Explicit Stereo Matching

Dai, W., Zhang, Y., Sun, D., Hovakimyan, N. & Li, P., Sep 2019, Proceedings - 2019 International Conference on 3D Vision, 3DV 2019. Institute of Electrical and Electronics Engineers Inc., p. 443-452 10 p. 8885483. (Proceedings - 2019 International Conference on 3D Vision, 3DV 2019).

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

Stereo Matching
Cameras
Camera
Textures
Lighting

Multi-User Multi-Armed Bandits for Uncoordinated Spectrum Access

Bande, M. & Veeravalli, V. V., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 653-657 5 p. 8685615. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Multi-view Networks for Multi-channel Audio Classification

Casebeer, J., Wang, Z. & Smaragdis, P., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 940-944 5 p. 8682947. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Acoustic waves
Simulators
Acoustics
Degradation
Geometry

Myopic control of systems with unknown dynamics

Ornik, M., Carr, S., Israel, A. & Topcu, U., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1064-1071 8 p. 8814482. (Proceedings of the American Control Conference; vol. 2019-July).

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

Dynamical systems
Trajectories

MyoTrack: Tracking Subject Participation in Robotic Rehabilitation using sEMG and IMU

Pareek, S., Manjunath, H., Esfahani, E. T. & Kesavadas, T., May 8 2019, 2019 International Symposium on Medical Robotics, ISMR 2019. Institute of Electrical and Electronics Engineers Inc., 8710207. (2019 International Symposium on Medical Robotics, ISMR 2019).

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

Electromyography
Patient rehabilitation
Robotics
End effectors
Trajectories

N2N: Network derivative mining

Kang, J. & Tong, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 861-870 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Derivatives
Network structure
Information retrieval
Active learning
Wealth

Nano-patterned bacterial cellulose hydrogel exhibits bactericidal activity against e. Coli and k. pneumoniae

Arias, S. L., Cheng, M. K., Civantos, A., Devorkin, J., Jaramillo, C. & Allain, J. P., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Hydrogel
Hydrogels
Cellulose
Pneumonia
Bacteria

Nanoscale imaging of biological samples with responsivity corrected atomic force microscopy-infrared (AFM-IR) spectroscopy

Kenkel, S. & Bhargava, R., Jan 1 2019, Nanoscale Imaging, Sensing, and Actuation for Biomedical Applications XVI. Nicolau, D. V., Fixler, D. & Goldys, E. M. (eds.). SPIE, 108910A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10891).

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

Atomic Force Microscopy
Infrared spectroscopy
Atomic force microscopy
Spectrum Analysis
infrared spectroscopy

Navigation graph for tiled media streaming

Park, J. & Nahrstedt, K., Oct 15 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 447-455 9 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

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

Media streaming
Navigation
Video streaming
Augmented reality
Tile

Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads

Dhar, A., Huang, S., Xiong, J., Jamsek, D., Mesnet, B., Huang, J., Kim, N. S., Hwu, W. M. & Chen, D., Jul 2019, Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019. IEEE Computer Society, p. 68-75 8 p. 8839401. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2019-July).

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

Field programmable gate arrays (FPGA)
Particle accelerators
Data storage equipment
Bandwidth
Data transfer

NEST: Efficient Transport of Data Summaries over Named Data Networks

Khalil, K., Aqil, A., Krishnamurthy, S. V., Abdelzaher, T. & Kaplan, L., Apr 22 2019, 2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 280-288 9 p. 8696427. (2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings).

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

Nested parallelism with algorithmic skeletons

Majidi, A., Thomas, N., Smith, T., Amato, N. & Rauchwerger, L., Jan 1 2019, Languages and Compilers for Parallel Computing - 31st International Workshop, LCPC 2018, Revised Selected Papers. Hall, M. & Sundar, H. (eds.). Springer, p. 159-175 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11882 LNCS).

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

Skeleton
Parallelism
Specifications
Hierarchical systems
Parallel programming

Networked infectious disease-contaminated water model

Pare, P. E., Liu, J., Beck, C. L. & Basar, T., Jun 2019, 2019 18th European Control Conference, ECC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2018-2023 6 p. 8795741. (2019 18th European Control Conference, ECC 2019).

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

Infectious Diseases
infectious diseases
Water
cholera
water

Networked Multi-Agent Reinforcement Learning in Continuous Spaces

Zhang, K., Yang, Z. & Basar, M. T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2771-2776 6 p. 8619581. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Multiagent Learning
Reinforcement learning
Reinforcement Learning
Time varying networks
Control systems

Neural detection of semantic code clones via tree-based convolution

Yu, H., Lam, W., Chen, L., Li, G., Xie, T. & Wang, Q., May 2019, Proceedings - 2019 IEEE/ACM 27th International Conference on Program Comprehension, ICPC 2019. IEEE Computer Society, p. 70-80 11 p. 8813290. (IEEE International Conference on Program Comprehension; vol. 2019-May).

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

Convolution
Semantics
Computer software maintenance
Costs
Deep learning

New Divide-and-Conquer Techniques for Large-Scale Phylogenetic Estimation

Warnow, T., Jan 1 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer-Verlag, p. 3-21 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

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

Divide and conquer
Phylogenetics
Scalability
Subset
Large Data Sets

NoMap: Speeding-up javascript using hardware transactional memory

Shull, T., Choi, J., Garzaran, M. J. & Torrellas, J., Mar 26 2019, Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019. Institute of Electrical and Electronics Engineers Inc., p. 412-425 14 p. 8675185. (Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019).

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

Computer hardware
Data storage equipment
Hardware

Non-interactive Non-malleability from Quantum Supremacy

Kalai, Y. T. & Khurana, D., Jan 1 2019, Advances in Cryptology – CRYPTO 2019 - 39th Annual International Cryptology Conference, Proceedings. Micciancio, D. & Boldyreva, A. (eds.). Springer-Verlag, p. 552-582 31 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11694 LNCS).

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

Non-malleability
Hardness
Amplification
Cryptography
Polynomials

Non-Negative Matrix Factorization of Clustered Data with Missing Values

Chen, R. & Varshney, L. R., Jun 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 180-184 5 p. 8755555. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

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

Factorization
Recovery
Experiments

Novel approach for modeling co2 non-equilibrium radiation: Application to wake flows

Sahai, A., Lopez, B. E., Johnston, C. O. & Panesi, M., 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

Radiation
Bins
Thermochemistry
Radiative transfer
Physics

Numerical facet range partition: Evaluation metric and methods

Liu, X., Zhai, C., Han, W. & Gungor, O., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 662-671 10 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

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

Search engines
Navigation
Engines