University of Illinois at Urbana-Champaign

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    United States

Research Output 1956 2022

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Conference article
2018

Out of the box: Reasoning with graph convolution nets for factual visual question answering

Narasimhan, M., Lazebnik, S. & Schwing, A. G., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 2654-2665 12 p.

Research output: Contribution to journalConference article

Convolution

Path-based dynamic pricing for vehicle allocation in ridesharing systems with fully compliant drivers

Lei, C., Jiang, Z. & Ouyang, Y., Jan 1 2018, In : Transportation Research Procedia. 38, p. 77-97 21 p.

Research output: Contribution to journalConference article

Open Access
pricing
driver
demand
service provider
Costs

Performance Characteristics of a Mobile Heat Pump System at Low Ambient Temperature

Feng, L. & Hrnjak, P. S., Jan 1 2018, In : SAE Technical Papers. 2018-April

Research output: Contribution to journalConference article

Heat pump systems
Refrigerants
Evaporators
Temperature
Electric vehicles

PIPE-SGD: A decentralized pipelined SGD framework for distributed deep net training

Li, Y., Yu, M., Li, S., Avestimehr, S., Kim, N. S. & Schwing, A., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 8045-8056 12 p.

Research output: Contribution to journalConference article

Clocks
Servers
Bandwidth
Data storage equipment
Graphics processing unit

Post-Cyclic Behavior of a Gulf of Mexico Clay

Taukoor, V., Rutherford, C. J. & Olson, S. M., Jan 1 2018, In : Geotechnical Special Publication. 2018-June, GSP 293, p. 345-356 12 p.

Research output: Contribution to journalConference article

Shear strength
Clay
compression
shear strength
clay

Predictive approximate Bayesian computation via saddle points

Yang, Y., Dai, B., Kiyavash, N. & He, N., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 10260-10270 11 p.

Research output: Contribution to journalConference article

Sampling
Experiments

Probabilistic Model and LRFD Resistance Factors for the Tip Resistance of Drilled Shafts in Soft Sedimentary Rock Based on Axial Load Tests

Asem, P., Long, J. H. & Gardoni, P., Jan 1 2018, In : Geotechnical Special Publication. 2018-March, GSP 299, p. 1-49 49 p.

Research output: Contribution to journalConference article

fracture initiation
Sedimentary rocks
soft rock
Axial loads
shaft

Provenance summaries for answers and nonanswers

Lee, S., Ludaescher, B. & Glavic, B., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1954-1957 4 p.

Research output: Contribution to journalConference article

Scalability
Sampling

Quadratic decomposable submodular function minimization

Li, P., He, N. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1054-1064 11 p.

Research output: Contribution to journalConference article

Supervised learning
Convex optimization
Cones
Experiments

Radiation-induced microstructural evolution and hardening of austenitic alloy 709

Liu, X., Gigax, J., Shao, L., Garner, F. A. & Stubbins, J. F., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 1480-1482 3 p.

Research output: Contribution to journalConference article

Microstructural evolution
Hardening
Radiation

Redistributing epistemic agency: How teachers open up space for meaningful participation in science

Ko, M. L. M. & Krist, C., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 232-239 8 p.

Research output: Contribution to journalConference article

Students
Curricula
participation
teacher
science

Semileptonic B -meson decays to light pseudoscalar mesons on the HISQ ensembles

Gelzer, Z., Bernard, C., Tar, C. D., El-Khadra, A., Gámiz, E., Gottlieb, S., Kronfeld, A. S., Liu, Y., Meurice, Y., Simone, J. N., Toussaint, D., Water, R. S. V. D. & Zhou, R., Mar 26 2018, In : EPJ Web of Conferences. 175, 13024.

Research output: Contribution to journalConference article

mesons
quarks
decay
neutral currents
form factors

ShapeSearch: Flexible patternbased querying of trend line visualizations

Siddiqui, T., Luh, P., Wang, Z., Karahalios, K. G. & Parameswaran, A. G., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1962-1965 4 p.

Research output: Contribution to journalConference article

Visualization
Materials science
Algebra
Mathematical operators
Demonstrations

Simulating hydrogen solvus in zirconium by HyraX: A mesoscale phase-field code

Lin, J. L. & Heuser, B. J., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 1424-1427 4 p.

Research output: Contribution to journalConference article

Zirconium
Hydrogen

Simulation of PWR load follow operation using VERA-CS

O'Grady, D., Mui, T. & Kozlowski, T., Jan 1 2018, In : Transactions of the American Nuclear Society. 119, p. 1065-1068 4 p.

Research output: Contribution to journalConference article

Size-noise tradeoffs in generative networks

Bailey, B. & Telgarsky, M. J., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6489-6499 11 p.

Research output: Contribution to journalConference article

Taylor series
Normal distribution

Software Citations and the ACAT Community

Katz, D. S., Oct 18 2018, In : Journal of Physics: Conference Series. 1085, 2, 022010.

Research output: Contribution to journalConference article

computer programs
photographic developers
congressional reports
cycles
output

Speaker adaptive audio-visual fusion for the open-vocabulary section of AVICAR

Sarı, L., Hasegawa-Johnson, M., Kumaran, S., Stemmer, G. & Nair, K. N., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 3524-3528 5 p.

Research output: Contribution to journalConference article

Fusion
Fusion reactions
Alignment
Speech recognition
Linear regression

Testing a citation and text-based framework for retrieving publications for literature reviews

Sarol, M. J., Liu, L. & Schneider, J. A., Jan 1 2018, In : CEUR Workshop Proceedings. 2080, p. 22-33 12 p.

Research output: Contribution to journalConference article

Testing
Seed

TextCube: Automated construction and multidimensional exploration

Meng, Y., Huang, J., Shang, J. & Han, J., Jan 1 2018, In : Proceedings of the VLDB Endowment. 12, 12, p. 1974-1977 4 p.

Research output: Contribution to journalConference article

The 3D Numerical Study on Flow and Sediment Properties of a River with Grouped Spur Dikes

Han, X., Lin, P. & Parker, G., Sep 5 2018, In : E3S Web of Conferences. 40, 05056.

Research output: Contribution to journalConference article

sediment property
Levees
dike
Sediments
Rivers

The effect of engineering summer camps on middle school students interest and identity

Chatterjee, I., Kirn, A. & Amos, J. R., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Students

The redshirt in engineering consortium: Progress and early insights

Riskin, E. A., Milford, J., Callahan, J., Cosman, P., Schneider, J. B., Pitts, K., Knaphus-Soran, E., Llewellyn, D. C., Delaney, A. E., Myers, B. A., Tetrick, K. C., Cunningham, S., Ennis, T. D., O'Connor, K., Ferrez, M., Pan, T. D. & Baldis, J., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Students
Curricula

Tight bounds for collaborative PAC learning via multiplicative weights

Chen, J., Zhang, Q. & Zhou, Y., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 3598-3607 10 p.

Research output: Contribution to journalConference article

Learning algorithms
Polynomials
Transfer Learning
Neural networks
Unsupervised learning
Classifiers
Acoustics

Towards a cognitive ecological framework in cscl

Borge, M. & Mercier, E. M., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 336-343 8 p.

Research output: Contribution to journalConference article

learning
learning theory
grounded theory

Towards information-theoretic limits of the global neuronal workspace architecture

Varshney, L. R., Jan 1 2018, In : CEUR Workshop Proceedings. 2287

Research output: Contribution to journalConference article

Channel coding
Information theory
Brain
Data storage equipment

Towards optimization of e-commerce search and discovery

Goswami, A., Zhai, C. & Mohapatra, P., Jan 1 2018, In : CEUR Workshop Proceedings. 2319

Research output: Contribution to journalConference article

Sales
Industry
Electronic commerce

Validating trace void fraction predictive capability using the quantitative area validation metric

Wu, X., Shirvan, K. & Kozlowski, T., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 423-426 4 p.

Research output: Contribution to journalConference article

Void fraction

Validation of spent nuclear fuel output by CYCLUS, a fuel cycle simulator code

Chee, G. J., Park, G. & Huff, K. D., Jan 1 2018, In : Transactions of the American Nuclear Society. 119, p. 219-222 4 p.

Research output: Contribution to journalConference article

Spent fuels
Nuclear fuels
Simulators

VisAGE: Integrating external knowledge into electronic medical record visualization

Huang, E. W., Wang, S. & Zhai, C., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 578-589 12 p.

Research output: Contribution to journalConference article

Electronic medical equipment
Electronic Health Records
Visualization
Information Storage and Retrieval
Diagnostic Errors

Visualizing phoneme category adaptation in deep neural networks

Scharenborg, O., Tiesmeyer, S., Hasegawa-Johnson, M. & Dehak, N., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1482-1486 5 p.

Research output: Contribution to journalConference article

Neural Networks
Nonlinear distortion
Nonlinear Distortion
Acoustics
Chemical activation
Students

Work in progress: Are we on track with tracks?

Amos, J. R. & Dupont, G. R., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Work in progress: Institutional context and the implementation of the red-shirt in engineering model at six universities

Knaphus-Soran, E., Delaney, A., Tetrick, K. C., Cunningham, S., Cosman, P., Ennis, T. D., Myers, B. A., Milford, J., Llewellyn, D. C., Riskin, E. A., Callahan, J., Pitts, K. T. & Ferrez, M., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Students
Curricula
Computer science
Engineers
Innovation

“Eureka!“ “That's funny. “: Problematization and value in two classroom epiphanies

Ehrlich, G. S. & Selen, M. A., Jan 1 2018, In : Physics Education Research Conference Proceedings. 2018

Research output: Contribution to journalConference article

cognition
students
classroom
Values
student
2017

Accelerated stereo matching for autonomous vehicles using an upright pinhole camera model

Chen, C., Lu, J., Kwon, D. K., Moore, D. & Do, M. N., Jan 1 2017, In : IS and T International Symposium on Electronic Imaging Science and Technology. p. 18-21 4 p.

Research output: Contribution to journalConference article

Pinhole cameras
pinhole cameras
roads
vehicles
Pixels

AC Loss Analysis of MgB2-Based Fully Superconducting Machines

Feddersen, M., Haran, K. S. & Berg, F., Dec 30 2017, In : IOP Conference Series: Materials Science and Engineering. 279, 1, 012026.

Research output: Contribution to journalConference article

Aircraft propulsion
Ship propulsion
Electric propulsion
Electric machinery
Eddy currents

A clustering and word similarity based approach for identifying product feature words

Suryadi, D. & Kim, H. H. M., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 6, DS87-6, p. 71-80 10 p.

Research output: Contribution to journalConference article

Clustering
Feedback
Vector spaces
Websites
Customers

A high-order numerical solver for the two-phase two-fluid six-equation model with realistic equation of state

Hu, G. & Kozlowski, T., Jan 1 2017, In : Transactions of the American Nuclear Society. 117, p. 1753-1756 4 p.

Research output: Contribution to journalConference article

Equations of state
Fluids
Engineering education

Analysis and Design of Cable-stayed Steel Columns using the Stiffness-Probe Method

German Gurfinkel & Krishnan, S., 2017, In : Engineering Journal. 3

Research output: Contribution to journalConference article

An educational laboratory experimental system for teaching chemical reaction process dynamics and control

Kawamura, M. L., Alleyne, A. G. & Sutanto, E., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Chemical reactions
Teaching
Crystals
Photodetectors
Students

An Efficient and Unified Combustion Model for CFD of SI and CI Engine Operation

Wang, M., Gao, S. & Lee, C-F., Mar 28 2017, In : SAE Technical Papers. 2017-March, March

Research output: Contribution to journalConference article

Computational fluid dynamics
Engines
Ignition
Combustion knock
Engine cylinders
Information management
Communication
Engineers

A scalable online platform for evaluating and training visuospatial skills of engineering students

Xiao, Z., Yao, Y., Yen, C. H., Dey, S., Wauck, H., Leake, J. M., Woodard, B., Wolters, A. & Fu, W-T., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Engineering education
Students

Asynchronous parallel coordinate minimization for MAP inference

Meshi, O. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5735-5745 11 p.

Research output: Contribution to journalConference article

Computer vision
Decomposition
Data storage equipment
Processing