Research Output

2020

A framework for supporting the development of verifiably safe medical best practice guideline systems

Guo, C., Fu, Z., Zhang, Z., Ren, S. & Sha, L., Mar 2020, In : Journal of Systems Architecture. 104, 101693.

Research output: Contribution to journalArticle

Agricultural robotics research applicable to poultry production: A review

Ren, G., Lin, T., Ying, Y., Chowdhary, G. & Ting, K. C., Feb 2020, In : Computers and Electronics in Agriculture. 169, 105216.

Research output: Contribution to journalReview article

Approximation algorithms for scheduling C-benevolent jobs on weighted machines

Yu, G. & Jacobson, S. H., Apr 2 2020, In : IISE Transactions. 52, 4, p. 432-443 12 p.

Research output: Contribution to journalArticle

Asymptotic analysis for multi-objective sequential stochastic assignment problems

Yu, G., Jacobson, S. H. & Kiyavash, N., Feb 17 2020, In : Stochastics. 92, 2, p. 223-264 42 p.

Research output: Contribution to journalArticle

Challenges in quantifying an adversary’s cyber access to critical infrastructures

Nicol, D. M., Jan 1 2020, Critical Information Infrastructures Security - 14th International Conference, CRITIS 2019, Revised Selected Papers. Nadjm-Tehrani, S. (ed.). Springer, p. 18-28 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11777 LNCS).

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

Comparison of data-acquisition designs for single-shot edge-illumination X-ray phase-contrast tomography

Chen, Y., Zhou, W., Hagen, C. K., Olivo, A. & Anastasio, M. A., Jan 1 2020, In : Optics Express. 28, 1, p. 1-19 19 p.

Research output: Contribution to journalArticle

Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the U.S. Corn Belt using Planet Labs CubeSat and STAIR fusion data

Kimm, H., Guan, K., Jiang, C., Peng, B., Gentry, L. F., Wilkin, S. C., Wang, S., Cai, Y., Bernacchi, C. J., Peng, J. & Luo, Y., Mar 15 2020, In : Remote Sensing of Environment. 239, 111615.

Research output: Contribution to journalArticle

Enhancing supervised bug localization with metadata and stack-trace

Wang, Y., Yao, Y., Tong, H., Huo, X., Li, M., Xu, F. & Lu, J., Jan 1 2020, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

Estimation of Backscatter Coefficients Using an in Situ Calibration Source

Nguyen, T. N., Tam, A. J., Do, M. N. & Oelze, M. L., Feb 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 67, 2, p. 308-317 10 p., 8851294.

Research output: Contribution to journalArticle

Exploring how online political quizzes boost interest in politics, political news, and political engagement

Masullo Chen, G., Ng, Y. M. M., Riedl, M. J. & Chen, V. Y., Jan 2 2020, In : Journal of Information Technology and Politics. 17, 1, p. 33-47 15 p.

Research output: Contribution to journalArticle

FFT, FMM, and multigrid on the road to exascale: Performance challenges and opportunities

Ibeid, H., Olson, L. & Gropp, W., Feb 2020, In : Journal of Parallel and Distributed Computing. 136, p. 63-74 12 p.

Research output: Contribution to journalArticle

Frequent mastery testing with second-chance exams leads to enhanced student learning in undergraduate engineering

Morphew, J. W., Silva, M., Herman, G. & West, M., Jan 1 2020, In : Applied Cognitive Psychology. 34, 1, p. 168-181 14 p.

Research output: Contribution to journalArticle

InF-VAE: A variational autoencoder framework to integrate homophily and influence in diffusion prediction

Sankar, A., Zhang, X., Krishnan, A. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 510-518 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

Open Access

Investigating crowdsourcing to generate distractors for multiple-choice assessments

Scheponik, T., Golaszewski, E., Herman, G., Offenberger, S., Oliva, L., Peterson, P. A. H. & Sherman, A. T., Jan 1 2020, National Cyber Summit (NCS) Research Track, 2019. Choo, K-K. R., Morris, T. H. & Peterson, G. L. (eds.). Springer, p. 185-201 17 p. (Advances in Intelligent Systems and Computing; vol. 1055).

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

LES of the Gas-Exchange Process Inside an Internal Combustion Engine Using a High-Order Method

Giannakopoulos, G. K., Frouzakis, C. E., Fischer, P. F., Tomboulides, A. G. & Boulouchos, K., Mar 1 2020, In : Flow, Turbulence and Combustion. 104, 2-3, p. 673-692 20 p.

Research output: Contribution to journalArticle

Meta-analysis of honey bee neurogenomic response links Deformed wing virus type A to precocious behavioral maturation

Traniello, I. M., Bukhari, S. A., Kevill, J., Ahmed, A. C., Hamilton, A. R., Naeger, N. L., Schroeder, D. C. & Robinson, G. E., Dec 1 2020, In : Scientific reports. 10, 1, 3101.

Research output: Contribution to journalArticle

Open Access

Missing information imputation for disease-dedicated social networks with heterogeneous auxiliary data

Liu, X., He, J., Min, W. & Yang, H., Jan 1 2020, (Accepted/In press) In : IISE Transactions on Healthcare Systems Engineering.

Research output: Contribution to journalArticle

Models for generating NCAA men's basketball tournament bracket pools

Ludden, I. G., Khatibi, A., King, D. M. & Jacobson, S. H., Jan 1 2020, (Accepted/In press) In : Journal of Quantitative Analysis in Sports.

Research output: Contribution to journalArticle

Multiagent UAV Routing: A Game Theory Analysis with Tight Price of Anarchy Bounds

Thakoor, O., Garg, J. & Nagi, R., Jan 2020, In : IEEE Transactions on Automation Science and Engineering. 17, 1, p. 100-116 17 p., 8671711.

Research output: Contribution to journalArticle

Multiscale online media simulation with SocialCube

Abdelzaher, T., Han, J., Hao, Y., Jing, A., Liu, D., Liu, S., Nguyen, H. H., Nicol, D. M., Shao, H., Wang, T., Yao, S., Zhang, Y., Malik, O., Dipple, S., Flamino, J., Buchanan, F., Cohen, S., Korniss, G. & Szymanski, B. K., Jan 1 2020, (Accepted/In press) In : Computational and Mathematical Organization Theory.

Research output: Contribution to journalArticle

OnionGraph: Hierarchical topology+attribute multivariate network visualization

Shi, L., Liao, Q., Tong, H., Hu, Y., Wang, C., Lin, C. & Qian, W., Mar 2020, In : Visual Informatics. 4, 1, p. 43-57 15 p.

Research output: Contribution to journalArticle

Open Access

Open cirrusTM cloud computing testbed: Federated data centers for open source systems and services research

Campbell, R., Gupta, I., Heath, M., Ko, S. Y., Kozuch, M., Kunze, M., Kwan, T., Lai, K., Lee, H. Y., Lyons, M., Milojicic, D., O'Hallaron, D. & Soh, Y. C., Jan 1 2020.

Research output: Contribution to conferencePaper

Optimizing point-to-point communication between adaptive MPI endpoints in shared memory

White, S. & Kale, L. V., Feb 10 2020, In : Concurrency Computation. 32, 3, e4467.

Research output: Contribution to journalArticle

Photoacoustic Imaging in Tissue Engineering and Regenerative Medicine

Shrestha, B., Deluna, F., Anastasio, M. A., Yong Ye, J. & Brey, E. M., Feb 2020, In : Tissue Engineering - Part B: Reviews. 26, 1, p. 79-102 24 p.

Research output: Contribution to journalReview article

Open Access

Primal-dual analysis for online interval scheduling problems

Yu, G. & Jacobson, S. H., Jan 1 2020, (Accepted/In press) In : Journal of Global Optimization.

Research output: Contribution to journalArticle

Provably optimal parallel transport sweeps on semi-structured grids

Adams, M. P., Adams, M. L., Hawkins, W. D., Smith, T., Rauchwerger, L., Amato, N. M., Bailey, T. S., Falgout, R. D., Kunen, A. & Brown, P., Apr 15 2020, In : Journal of Computational Physics. 407, 109234.

Research output: Contribution to journalArticle

Re-examining the innovation post-adoption process: The case of Twitter discontinuance

Ng, Y. M. M., Feb 2020, In : Computers in Human Behavior. 103, p. 48-56 9 p.

Research output: Contribution to journalArticle

Relation learning on social networks with multi-modal graph edge variational autoencoders

Yang, C., Zhang, J., Wang, H., Li, S., Kim, M., Walker, M., Xiao, Y. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 699-707 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

Open Access

Smoothed efficient algorithms and reductions for network coordination games

Boodaghians, S., Kulkarni, R. & Mehta, R., Jan 2020, 11th Innovations in Theoretical Computer Science Conference, ITCS 2020. Vidick, T. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 73. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 151).

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

Speech technology for unwritten languages

Scharenborg, O., Ondel, L., Palaskar, S., Arthur, P., Ciannella, F., Du, M., Larsen, E., Merkx, D., Riad, R., Wang, L., Dupoux, E., Besacier, L., Black, A. W., Hasegawa-Johnson, M., Metze, F., Neubig, G., Stueker, S., Godard, P. & Mueller, M., Jan 1 2020, (Accepted/In press) In : IEEE/ACM Transactions on Audio Speech and Language Processing.

Research output: Contribution to journalArticle

Supporting multimedia designers: Towards more effective design tools

Bailey, B. P., Konstan, J. A. & Carlis, J. V., Jan 1 2020, Multimedia Modeling: Modeling Multimedia Information and Systems, MMM 2001. Rutledge, L. & Bulterman, D. C. A. (eds.). Centrum voor Wiskunde en Informatica (CWI), p. 267-286 20 p. (Multimedia Modeling: Modeling Multimedia Information and Systems, MMM 2001).

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

The 2D Dependency Pair Framework for Conditional Rewrite Systems—Part II: Advanced Processors and Implementation Techniques

Lucas, S., Meseguer, J. & Gutiérrez, R., Jan 1 2020, (Accepted/In press) In : Journal of Automated Reasoning.

Research output: Contribution to journalArticle

The Value of Useless Academic Research to the Cyberdefense of Critical Infrastructures

Nicol, D. M., Jan 1 2020, In : IEEE Security and Privacy. 18, 1, p. 4-7 4 p., 8965255.

Research output: Contribution to journalReview article

Tissue-guided LASSO for prediction of clinical drug response using preclinical samples

Huang, E. W., Bhope, A., Lim, J., Sinha, S. & Emad, A., Jan 1 2020, In : PLoS computational biology. 16, 1, e1007607.

Research output: Contribution to journalArticle

Open Access

WSEmail: An architecture and system for secure Internet messaging based on web services

May, M. J., Lux, K. D. & Gunter, C. A., Jan 1 2020, (Accepted/In press) In : Service Oriented Computing and Applications.

Research output: Contribution to journalArticle

X-ray CT in Phase Contrast Enhancement Geometry of Alginate Microbeads in a Whole-Animal Model

Brown, J., Somo, S., Brooks, F., Komarov, S., Zhou, W., Anastasio, M. & Brey, E., Mar 1 2020, In : Annals of Biomedical Engineering. 48, 3, p. 1016-1024 9 p.

Research output: Contribution to journalArticle

You can't always sketch what you want: Understanding sensemaking in visual query systems

Lee, D. J. L., Lee, J., Siddiqui, T., Kim, J., Karahalios, K. & Parameswaran, A., Jan 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 1267-1277 11 p., 8807280.

Research output: Contribution to journalArticle

‘If you agree with me, do i trust you?’: An examination of human-agent trust from a psychological perspective

Huang, H. Y., Twidale, M. & Bashir, M., Jan 1 2020, Intelligent Systems and Applications - Proceedings of the 2019 Intelligent Systems Conference IntelliSys Volume 2. Bi, Y., Bhatia, R. & Kapoor, S. (eds.). Springer-Verlag, p. 994-1013 20 p. (Advances in Intelligent Systems and Computing; vol. 1038).

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

2019

(Invited) cross-layer resilience: Challenges, insights, and the road ahead

Cheng, E., Mueller-Gritschneder, D., Abraham, J., Bose, P., Buyuktosunoglu, A., Chen, D., Cho, H., Li, Y., Sharif, U., Skadron, K., Stan, M., Schlichtmann, U. & Mitra, S., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a198. (Proceedings - Design Automation Conference).

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

1-sparsity Approximation Bounds for Packing Integer Programs

Chekuri, C., Quanrud, K. & Torres, M. R., Jan 1 2019, Integer Programming and Combinatorial Optimization - 20th International Conference, IPCO 2019, Proceedings. Lodi, A. & Nagarajan, V. (eds.). Springer-Verlag, p. 128-140 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11480 LNCS).

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

A bi-criteria multiple-choice secretary problem

Yu, G., Jacobson, S. H. & Kiyavash, N., Jun 3 2019, In : IISE Transactions. 51, 6, p. 577-588 12 p.

Research output: Contribution to journalArticle

A big data approach to computational creativity: The curious case of Chef Watson

Varshney, L. R., Pinel, F., Varshney, K. R., Bhattacharjya, D., Schörgendorfer, A. & Chee, Y. M., Jan 1 2019, In : IBM Journal of Research and Development. 63, 1, 8618410.

Research output: Contribution to journalArticle

Accelerating distributed reinforcement learning with in-switch computing

Li, Y., Liu, I. J., Yuan, Y., Chen, D., Schwing, A. & Huang, J., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 279-291 13 p. (Proceedings - International Symposium on Computer Architecture).

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

Accelerating nonconvex learning via replica exchange Langevin diffusion

Chen, Y., Chen, J., Dong, J., Peng, J. & Wang, Z., Jan 1 2019.

Research output: Contribution to conferencePaper

Accelerating reduction and scan using tensor core units

Dakkak, A., Li, C., Xiong, J., Gelado, I. & Hwu, W. M., Jun 26 2019, ICS 2019 - International Conference on Supercomputing. Association for Computing Machinery, p. 46-57 12 p. (Proceedings of the International Conference on Supercomputing).

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

Accelerating Scientific Applications on Heterogeneous Systems with HybridOMP

Diener, M., Bodony, D. J. & Kale, L., Jan 1 2019, High Performance Computing for Computational Science – VECPAR 2018 - 13th International Conference, Revised Selected Papers. Senger, H., Marques, O., de Brito, T. P., Iope, R., Stanzani, S., Gil-Costa, V. & Garcia, R. (eds.). Springer-Verlag Berlin Heidelberg, p. 174-187 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11333 LNCS).

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

Accelerating sparse deep neural networks on FPGAs

Huang, S., Pearson, C., Nagi, R., Xiong, J., Chen, D. & Hwu, W. M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. Institute of Electrical and Electronics Engineers Inc., 8916419. (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019).

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

Accurate: Constellation based rate estimation in wireless networks

Sen, S., Choudhury, R. R., Santhapuri, N. & Nelakuditi, S., Jan 1 2019, p. 175-189. 15 p.

Research output: Contribution to conferencePaper

A Characteristic-Based Spectral Element Method for Moving-Domain Problems

Patel, S., Fischer, P., Min, M. & Tomboulides, A., Apr 1 2019, In : Journal of Scientific Computing. 79, 1, p. 564-592 29 p.

Research output: Contribution to journalArticle

AcMC 2: Accelerated Markov Chain Monte Carlo for Probabilistic Models

Banerjee, S. S., Kalbarczyk, Z. T. & Iyer, R. K., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 515-528 14 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access