University of Illinois at Urbana-Champaign

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2019

Improved Assessment of Hepatic Steatosis in Humans Using Multi-Parametric Quantitative Ultrasound

Han, A., Boehringer, A. S., Zhang, Y. N., Montes, V., Andre, M. P., Erdman, J. W., Loomba, R., Sirlin, C. B. & O'Brien, W. D., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 1819-1822 4 p. 8926030. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

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

Improving 3D human pose estimation via 3D part affinity fields

Liu, D., Zhao, Z., Wang, X., Hu, Y., Zhang, L. & Huang, T. S., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 1004-1013 10 p. 8659080. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

Improving Nash social welfare approximations

Garg, J. & McGlaughlin, P., 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. 294-300 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

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

Improving the Integrality Gap for Multiway Cut

Bérczi, KF., Chandrasekaran, K., Király, TE. & Madan, V., Jan 1 2019, Integer Programming and Combinatorial Optimization - 20th International Conference, IPCO 2019, Proceedings. Nagarajan, V. & Lodi, A. (eds.). Springer-Verlag Berlin Heidelberg, p. 115-127 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

Improving upon Flash Flooding Forecasts for Two Major Great Lakes Cities

Hall, B. & Roebber, P. J., 2019, AMS - 99th American Meteorological Society Annual Meeting.

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

Improving yield mapping accuracy using remote sensing

Gonçalves Trevisan, R., Shiratsuchi, L. S., Bullock, D. S. & Martin, N. F., Jan 1 2019, Precision Agriculture 2019 - Papers Presented at the 12th European Conference on Precision Agriculture, ECPA 2019. Stafford, J. V. (ed.). Wageningen Academic Publishers, p. 901-908 8 p. (Precision Agriculture 2019 - Papers Presented at the 12th European Conference on Precision Agriculture, ECPA 2019).

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

I'm Sure! Automatic Detection of Metacognition in Online Course Discussion Forums

Huang, E., Valdiviejas, H. & Bosch, N., Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019. Institute of Electrical and Electronics Engineers Inc., p. 241-247 7 p. 8925506. (2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019).

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

Inaudible voice commands: The long-range attack and defense

Roy, N., Shen, S., Hassanieh, H. & Choudhury, R. R., Jan 1 2019, Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2018. USENIX Association, p. 547-560 14 p. (Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2018).

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

Incentive Design for Temporal Logic Objectives

Savas, Y., Gupta, V., Ornik, M., Ratliff, L. J. & Topcu, U., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2251-2258 8 p. 9029287. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Incision Healing Rate of Shortnose Gars Using Novel Surgical Methods for Transmitter Implantation

King, S. & Stein, J. A., 2019, Midwest Fish and Wildlife Conference 2019.

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

Influence of coating spray on surface measurement using 3D optical scanning systems

Yang, Y., Chen, S., Wang, L., He, J., Wang, S. M., Sun, L. & Shao, C., Jan 1 2019, Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing. American Society of Mechanical Engineers (ASME), (ASME 2019 14th International Manufacturing Science and Engineering Conference, MSEC 2019; vol. 1).

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

Influence of Variable Environments and Character-Specific Design on Perception of Virtual Robots with Affective Labels

Rizvi, W., Pakrasi, I. & LaViers, A., Jan 1 2019, Social Robotics - 11th International Conference, ICSR 2019, Proceedings. Salichs, M. A., Ge, S. S., Barakova, E. I., Cabibihan, J-J., Wagner, A. R., Castro-González, Á. & He, H. (eds.). Springer, p. 256-266 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11876 LNAI).

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

Influences of cavity on combustion stabilization in an axisymmetric scramjet

Liu, Q., Baccarella, D., Lee, G. S. & Lee, T., 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

Information and Energy Transmission with Experimentally-Sampled Harvesting Functions

Seo, D. & Varshney, L. R., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 126-130 5 p. 8849689. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Information-guided temporal logic inference with prior knowledge

Xu, Z., Ornik, M., Julius, A. A. & Topcu, U., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1891-1897 7 p. 8815145. (Proceedings of the American Control Conference; vol. 2019-July).

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

Information-theoretic considerations in batch reinforcement learning

Chen, J. & Jiang, N., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 1792-1817 26 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

In-hand object scanning via RGB-d video segmentation

Wang, F. & Hauser, K., May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 3296-3302 7 p. 8794467. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Initial thoughts on cybersecurity and reproducibility

Deelman, E., Stodden, V., Taufer, M. & Welch, V., Jun 17 2019, P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019. Association for Computing Machinery, Inc, p. 13-15 3 p. (P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019).

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

Initial Validation of the Cybersecurity Concept Inventory: Pilot Testing and Expert Review

Offenberger, S., Herman, G. L., Peterson, P., Sherman, A. T., Golaszewski, E., Scheponik, T. & Oliva, L., Oct 2019, 2019 IEEE Frontiers in Education Conference, FIE 2019. Institute of Electrical and Electronics Engineers Inc., 9028652. (Proceedings - Frontiers in Education Conference, FIE; vol. 2019-October).

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

In-Phase Modulation Bandwidth Enhancement in Coupled Microcavity Laser Arrays

Dave, H., Gao, Z. & Choquette, K. D., Sep 2019, 2019 IEEE Photonics Conference, IPC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8908356. (2019 IEEE Photonics Conference, IPC 2019 - Proceedings).

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

Institutionalizing and Sustaining Virtual Reality Experiences

Hahn, J. F., Ward, D. H., Cabada, E., Wallace, R., Kurt, E. & Mischo, B., Jun 2019, Proceedings - 2019 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2019. Bonn, M., Wu, D., Downie, S. J. & Martaus, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 325-326 2 p. 8791175. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2019-June).

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

Integrated Generator-Rectifier for Electric Ship DC Power System

Huynh, P. & Banerjee, A., Aug 2019, 2019 IEEE Electric Ship Technologies Symposium, ESTS 2019. Institute of Electrical and Electronics Engineers Inc., p. 592-598 7 p. 8847809. (2019 IEEE Electric Ship Technologies Symposium, ESTS 2019).

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

Integrated photonics for NASA applications

Krainak, M., Stephen, M., Troupaki, E., Tedder, S., Reyna, B., Klamkin, J., Zhao, H., Song, B., Fridlander, J., Tran, M., Bowers, J. E., Bergman, K., Lipson, M., Rizzo, A., Datta, I., Abrams, N., Mookherjea, S., Ho, S. T., Bei, Q., Huang, Y. & 22 others, Tu, Y., Moslehi, B., Harris, J., Matsko, A., Savchenkov, A., Liu, G., Proietti, R., Yoo, S. J. B., Johansson, L., Dorrer, C., Arteaga-Sierra, F. R., Qiao, J., Gong, S., Gu, T., Ohanian, O. J., Ni, X., Ding, Y., Duan, Y., Dir, H., Chen, R. T., Sorger, V. J. & Komljenovic, T., Jan 1 2019, Components and Packaging for Laser Systems V. Glebov, A. L. & Leisher, P. O. (eds.). SPIE, 108990F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10899).

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

Integrated photonics of transistor laser, detector and active load for all optical nor gate

Winoto, A., Qiu, J., Wu, D., Peng, Y. T. & Feng, M., Apr 2019, 2019 International Symposium on VLSI Technology, Systems and Application, VLSI-TSA 2019. Institute of Electrical and Electronics Engineers Inc., 8804656. (2019 International Symposium on VLSI Technology, Systems and Application, VLSI-TSA 2019).

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

Integrating cyberGIS-Jupyter and spatial agent-based modelling to evaluate emergency evacuation time

Vandewalle, R., Kang, J. Y., Yin, D. & Wang, S., Nov 5 2019, Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, GeoSim 2019. Kavak, H., Kim, J-S. & Wise, S. (eds.). Association for Computing Machinery, Inc, p. 28-31 4 p. (Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, GeoSim 2019).

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

Open Access

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

Intent-Aware Probabilistic Trajectory Estimation for Collision Prediction with Uncertainty Quantification

Patterson, A., Lakshmanan, A. & Hovakimyan, N., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3827-3832 6 p. 9029215. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Interactive cinematic scientific visualization in unity

Shih, J. Y., Borkiewicz, K., Christensen, A. J. & Cox, D. J., Jul 28 2019, ACM SIGGRAPH 2019 Posters, SIGGRAPH 2019. Association for Computing Machinery, Inc, (ACM SIGGRAPH 2019 Posters, SIGGRAPH 2019).

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

Interdependent networked community resilience modeling environment (INCORE)

Lee, J. S., Navarro, C. M., Tolbert, N., Kim, Y. W., Naraharisetty, V. V. G., Wang, C., Ondrejcek, M., Calderon, D., Bradley, S. L. & Fredricksen, M., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery (ACM), 3333150. (ACM International Conference Proceeding Series).

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

Interfacial effects on the electrical behavior of elastomer nanoparticulate composites

Meddeb, A., Ounaies, Z. & Lopez-Pamies, O., Jan 1 2019, Behavior and Mechanics of Multifunctional Materials XIII. Naguib, H. E. (ed.). SPIE, 109680I. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10968).

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

Investigating Burbot Diets in Lake Michigan Through Stomach Contents, Fatty Acids, and Stable Isotope Ratios

Leonhardt, B., Turschak, B., Happel, A., Czesny, S., Bootsma, H., Richard, J. & Höök, T., 2019, Midwest Fish and Wildlife Conference 2019.

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

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

INVITED: Essential building blocks for creating an open-source EDA project

Huang, T. W., Lin, C. X., Guo, G. & Wong, M. D. F., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a78. (Proceedings - Design Automation Conference).

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

Joining techniques for novel metal polymer hybrid heat exchangers

Kuntumalla, G., Meng, Y., Rajagopal, M., Toro, R., Zhao, H., Chan Chang, H., Sundar, S., Salapaka, S., Miljkovic, N., Shao, C., Ferreira, P. & Sinha, S., Jan 1 2019, Advanced Manufacturing. American Society of Mechanical Engineers (ASME), (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 2B-2019).

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

Journey to the center of the point set

Har-Peled, S. & Jones, M., Jun 1 2019, 35th International Symposium on Computational Geometry, SoCG 2019. Barequet, G. & Wang, Y. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 41. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 129).

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

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

Keras Spatial Extending deep learning frameworks for preprocessing and on-the-fly augmentation of geospatial data

Soliman, A. & Terstriep, J., Nov 5 2019, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2019. Gao, S., Newsam, S., Zhao, L., Lunga, D., Hu, Y., Martins, B., Zhou, X. & Chen, F. (eds.). Association for Computing Machinery, Inc, p. 69-76 8 p. (Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2019).

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

Open Access

Kinetic modeling of parasitic currents on spacecraft surfaces due to ambient space plasmas

Nuwal, N. & Levin, D. A., Jan 1 2019, AIAA Propulsion and Energy Forum and Exposition, 2019. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Propulsion and Energy Forum and Exposition, 2019).

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

Landscape dynamics and immune function across a community of shrubland birds

Merrill, L., Barger, A. M. & Benson, T. J., 2019, Interactive Program SICB 2019.

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

Lap-Based Video Frame Interpolation

Jayashankar, T., Moulin, P., Blu, T. & Gilliam, C., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 4195-4199 5 p. 8803484. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

Laramide deformation in the Fra Cristobal Range, southern New Mexico

Nelson, W. J., Elrick, S. D. & Lucas, S. G., 2019, Geological Society of America, 53rd South-Central/53rd North-Central/71st Rocky Mountain Section meeting. Vol. 51 (2). (Geological Society of America, 53rd South-Central/53rd North-Central/71st Rocky Mountain Section meeting).

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

Large-eddy simulation of flow over deformable parachutes using immersed boundary and adaptive mesh

Yu, H., Pantano-Rubino, C. A. & Cirak, F., 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

Large-scale Multi-dimensional Assignment: Problem Formulations and GPU Accelerated Solutions

Reynen, O., Vadrevu, S., Nagi, R. & Legrand, K., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011336. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

Laser-induced plasma ignition experiments in a direct-connect supersonic combustor at Mach 3

Baccarella, D., Lee, G. S., Liu, Q., Elliott, G. S., Freund, J. B. & Lee, T., Jan 1 2019, AIAA Propulsion and Energy Forum and Exposition, 2019. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Propulsion and Energy Forum and Exposition, 2019).

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

Late breaking results: Distributed timing analysis at scale

Huang, T. W., Lin, C. X. & Wong, M. D. F., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a229. (Proceedings - Design Automation Conference).

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

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

Late Precolumbian Subsistence Change, Socio-political Transformation, and Ethnogenesis in the Upper Illinois River Valley

Emerson, T., Hedman, K. & Fort, M., 2019, INDIVIDUAL ABSTRACTS OF THE SAA 84TH ANNUAL MEETING.

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

LBM simulations of dispersed multiphase flows in a channel: Role of a pressure Poisson equation

Horwitz, J. A. K., Vanka, S. P. & Kumar, P., Jan 1 2019, Multiphase Flow. American Society of Mechanical Engineers (ASME), (ASME-JSME-KSME 2019 8th Joint Fluids Engineering Conference, AJKFluids 2019; vol. 5).

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

LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks

Jiang, Y., Kim, H., Asnani, H., Kannan, S., Oh, S. & Viswanath, P., May 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8761286. (IEEE International Conference on Communications; vol. 2019-May).

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