University of Illinois at Urbana-Champaign

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2019

Parsl: Pervasive parallel programming in Python

Babuji, Y., Woodard, A., Li, Z., Katz, D. S., Clifford, B., Kumar, R., Lacinski, L., Chard, R., Wozniak, J. M., Foster, I., Wilde, M. & Chard, K., Jun 17 2019, HPDC 2019- Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing. Association for Computing Machinery, Inc, p. 25-36 12 p. (HPDC 2019- Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing).

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

Open Access

Partially linear additive Gaussian graphical models

Geng, S., Yan, M., Kolar, M. & Koyejo, O., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 3827-3847 21 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Partially-Observed Discrete-Time Risk-Sensitive Mean-Field Games

Saldi, N., Basar, T. & Raginsky, M., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 317-322 6 p. 9029343. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Path following for the soft origami crawling robot

Angatkina, O., Gustafson, K., Wissa, A. & Alleyne, A., 2019, Rapid Fire Interactive Presentations: Advances in Control Systems; Advances in Robotics and Mechatronics; Automotive and Transportation Systems; Motion Planning and Trajectory Tracking; Soft Mechatronic Actuators and Sensors; Unmanned Ground and Aerial Vehicles. American Society of Mechanical Engineers (ASME), (ASME 2019 Dynamic Systems and Control Conference, DSCC 2019; vol. 3).

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

Patient derived glioblastoma cells activate microglia in a three-dimensional gelatin hydrogel

Chen, J. W. E., Lumibao, J., Gaskins, H. R. & Harley, B. A., 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

Pattern Discovery for Wide-Window Open Information Extraction in Biomedical Literature

Li, Q., Wang, X., Zhang, Y., Ling, F., Wu, C. H. & Han, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 420-427 8 p. 8621375. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

PENNER: Pattern-enhanced Nested Named Entity Recognition in Biomedical Literature

Wang, X., Zhang, Y., Li, Q., Wu, C. H. & Han, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 540-547 8 p. 8621485. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Per-Flow Cardinality Estimation Based On Virtual LogLog Sketching

Zhou, Z. & Hajek, B., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692884. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

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

Performance Based Cost Functions for End-to-End Speech Separation

Venkataramani, S., Higa, R. & Smaragdis, P., Mar 4 2019, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 350-355 6 p. 8659758. (2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings).

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

Performance characteristics of a residential air conditioning system with subcooling control

Kimura De Carvalho, B. Y. & Hrnjak, P., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 4018-4025 8 p. 1135. (Refrigeration Science and Technology; vol. 2019-August).

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

Performance evaluation and strategies of subcooling control in residential heat pump systems

Kimura De Carvalho, B. Y. & Hrnjak, P., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 4037-4044 8 p. 1159. (Refrigeration Science and Technology; vol. 2019-August).

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

Performance evaluation and validation of a novel heat pump water heater with rotary compressor and D-shaped condenser coils

Shi, C. & Hrnjak, P., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 4389-4398 10 p. 584. (Refrigeration Science and Technology; vol. 2019-August).

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

Performance evaluation on heat pump water heater with drop-in refrigerant R1234yf and condenser size modification

Shi, C. & Hrnjak, P., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 1813-1820 8 p. 1686. (Refrigeration Science and Technology; vol. 2019-August).

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

Performance improvement of a residential heat pump water heater by modifying stratification of water temperature

Shi, C. & Hrnjak, P., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 4918-4925 8 p. 1791. (Refrigeration Science and Technology; vol. 2019-August).

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

Performance of a Field-Scale Shallow Horizontal Thermal Energy Storage System

Başer, T., Hanna, C. & McCartney, J. S., Jan 1 2019, Geotechnical Special Publication. Meehan, C. L., Kumar, S., Pando, M. A. & Coe, J. T. (eds.). GSP 312 ed. American Society of Civil Engineers, p. 273-281 9 p. (Geotechnical Special Publication; vol. 2019-March, no. GSP 312).

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

Personal embodiment, social enactment: Collaborative learning with body technology

Fields, D. A., Lee, V. R., Litts, B. K., Mortensen, C. K., Ching, C. C., Danish, J. A., Humburg, M., Davis, B., Tu, X., Lui, D., Shaw, M., Jayathirtha, G., Kafai, Y., Lindberg, L., Lindgren, R., Planey, J., Morphew, J., Taylor, K. H., Bell, A., Riesland, E. & 5 others, Hays, M., Silvis, D., Dubovi, I., Hall, R. & Enyedy, N., Jan 1 2019, A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings - 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019 - Conference Proceedings. Lund, K., Niccolai, G. P., Lavoue, E., Hmelo-Silver, C., Gweon, G. & Baker, M. (eds.). International Society of the Learning Sciences (ISLS), p. 798-805 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 2).

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

Picoliter Droplet Generation for Fast Monitoring the Brain Chemistry with Scaled Silicon Nanodyalisis Probe

Zhang, Y., Esters, A., Bi, O. & Vlasov, Y., Jun 2019, 2019 20th International Conference on Solid-State Sensors, Actuators and Microsystems and Eurosensors XXXIII, TRANSDUCERS 2019 and EUROSENSORS XXXIII. Institute of Electrical and Electronics Engineers Inc., p. 209-212 4 p. 8808797. (2019 20th International Conference on Solid-State Sensors, Actuators and Microsystems and Eurosensors XXXIII, TRANSDUCERS 2019 and EUROSENSORS XXXIII).

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

Pisa: Arbitration outsourcing for state channels

McCorry, P., Bakshi, S., Bentov, I., Meiklejohn, S. & Miller, A., Oct 21 2019, AFT 2019 - Proceedings of the 1st ACM Conference on Advances in Financial Technologies. Association for Computing Machinery, Inc, p. 16-30 15 p. (AFT 2019 - Proceedings of the 1st ACM Conference on Advances in Financial Technologies).

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

Place deduplication with embeddings

Yang, C., Mikolov, T., Hoang, D. H. & Han, J., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3420-3426 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Open Access

Please pay inside: Evaluating bluetooth-based detection of gas pump skimmers

Bhaskar, N., Bland, M., Levchenko, K. & Schulman, A., Jan 1 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 373-388 16 p. (Proceedings of the 28th USENIX Security Symposium).

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

Poisoning Attack on Load Forecasting

Liang, Y., He, D. & Chen, D., May 2019, 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019. Institute of Electrical and Electronics Engineers Inc., p. 1230-1235 6 p. 8881664. (2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019).

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

Polar Codes for Simultaneous Information and Energy Transmission

Basu, S. & Varshney, L. R., Jul 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., 8815547. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2019-July).

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

Policylint: Investigating internal privacy policy contradictions on google play

Andow, B., Mahmud, S. Y., Wang, W., Whitaker, J., Enck, W., Reaves, B., Singh, K. & Xie, T., Jan 1 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 585-602 18 p. (Proceedings of the 28th USENIX Security Symposium).

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

Policy Search in Infinite-Horizon Discounted Reinforcement Learning: Advances through Connections to Non-Convex Optimization: Invited Presentation

Zhang, K., Koppel, A., Zhu, H. & Başar, T., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8693017. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

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

Polytopic control of a PV-fed SEPIC DC-DC converter

Lekić, A., Aroudi, A. E. & Stipanović, D., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702076. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Position estimation of outer rotor PMSM using linear hall effect sensors and neural networks

Wang, Y., Hoole, Y. & Haran, K., May 2019, 2019 IEEE International Electric Machines and Drives Conference, IEMDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 895-900 6 p. 8785178. (2019 IEEE International Electric Machines and Drives Conference, IEMDC 2019).

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

Post-disruption performance recovery to enhance resilience of interconnected network systems

Wu, J. & Wang, P., Jan 1 2019, 45th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2B-2019).

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

Post-operative electrode placement prediction in deep brain stimulation using support vector regression

Singer, A., Zhang, C., Wang, T., Qiu, S., Li, D., Du, Y., Liang, Z. P., Herman, P., Sun, B. & Feng, Y., Aug 24 2019, ISICDM 2019 - Conference Proceedings: 3rd International Symposium on Image Computing and Digital Medicine. Association for Computing Machinery, p. 202-207 6 p. (ACM International Conference Proceeding Series).

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

Potential Beneficial Effects of Invasive Silver Carp on Native Fishes

Anderson, R. L., Lederman, N. J., Anderson, C. A. & DeBoer, J. A., 2019, Midwest Fish and Wildlife Conference 2019.

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

Power-Efficient Ovenized Lithium Niobate SH0 Resonator Arrays with Passive Temperature Compensation

Li, M. H., Chen, C. Y., Lu, R., Yang, Y., Wu, T. & Gong, S., Jan 2019, 2019 IEEE 32nd International Conference on Micro Electro Mechanical Systems, MEMS 2019. Institute of Electrical and Electronics Engineers Inc., p. 911-914 4 p. 8870707. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS); vol. 2019-January).

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

Preconditioned conjugate gradient solvers for the generalized finite element method

Fillmore, T. B., Gupta, V. & Duarte, C. A., Jan 1 2019, Meshfree Methods for Partial Differential Equations IX, 2017. Griebel, M., Schweitzer, M. A., Griebel, M. & Schweitzer, M. A. (eds.). Springer-Verlag Berlin Heidelberg, p. 1-17 17 p. (Lecture Notes in Computational Science and Engineering; vol. 129).

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

Predicting the difficulty of automatic item generators on exams from their difficulty on homeworks

Chen, B., West, M. & Zilles, C., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

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

Pressure drop in large flattened-tube steam condensers

Davies, W. A. & Hrnjak, P., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 1271-1278 8 p. 906. (Refrigeration Science and Technology; vol. 2019-August).

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

Pre-training of Speaker Embeddings for Low-latency Speaker Change Detection in Broadcast News

Sari, L., Thomas, S., Hasegawa-Johnson, M. & Picheny, M., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6286-6290 5 p. 8683612. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Primal-Dual Algorithm for Distributed Reinforcement Learning: Distributed GTD

Lee, D., Yoon, H. & Hovakimyan, N., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1967-1972 6 p. 8619839. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

PrisM: Deconstructing the blockchain to approach physical limits

Bagaria, V., Kannan, S., Tse, D., Fanti, G. & Viswanath, P., Nov 6 2019, CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 585-602 18 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Open Access

Probabilistic Analysis of UAV Routing with Dynamically Arriving Targets

Matin, H. N. Z., Yekkehkhany, A. & Nagi, R., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011225. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

Progress Toward the Development and Evaluation of a State-of-the-Art Nonhydrostatic Regional Climate Model for Studying Lake–Atmosphere Interactions: Focus on Simulating Lake-Effect Snowstorms in the Great Lakes Basin

Notaro, M., Cruz, C., Kemp, E. M., Kristovich, D. A. R., Kulie, M. S., Peters-Lidard, C. D., Vavrus, S. J., Wang, J. & Zhong, Y., 2019, AMS - 99th American Meteorological Society Annual Meeting.

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

Project almanac: A time-traveling solid-state drive

Wang, X., Yuan, Y., Zhou, Y., Coats, C. C. & Huang, J., Mar 25 2019, Proceedings of the 14th EuroSys Conference 2019. Association for Computing Machinery, Inc, 3303983. (Proceedings of the 14th EuroSys Conference 2019).

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

Projected Stochastic Primal-Dual Method for Constrained Online Learning with Kernels

Zhang, K., Zhu, H., Basar, T. & Koppel, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4224-4231 8 p. 8619068. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Promoting societal well-being by designing sustainable and resilient infrastructure: Engineering tools and broader interdisciplinary considerations

Gardoni, P., 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. 25-30 6 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

Propeller phase synchronization for small distributed electric vehicles

Patterson, A., Gahlawat, A. & Hovakimyan, N., 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

Protecting Actuators in Safety-Critical IoT Systems from Control Spoofing Attacks

Hasan, M. & Mohan, S., Nov 15 2019, IoT S and P 2019 - Proceedings of the 2nd International ACM Workshop on Security and Privacy for the Internet-of-Things. Association for Computing Machinery, Inc, p. 8-14 7 p. (IoT S and P 2019 - Proceedings of the 2nd International ACM Workshop on Security and Privacy for the Internet-of-Things).

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

Provably efficient RL with rich observations via latent state decoding

Du, S. S., Krishnamurthy, A., Jiang, N., Agarwal, A., Dudík, M. & Langford, J., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 2971-3002 32 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Proximity to Established Populations Explains Moose (Alces alces) Occupancy in Northern Wisconsin

Olson, L. O., Van Deelen, T. R., Clare, J. D. & Allen, M. L., 2019, Midwest Fish and Wildlife Conference 2019.

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

Pseudo-rigid body dynamic modeling of compliant members for design

Vedant & Allison, J. T., Jan 1 2019, 45th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2019).

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

Pseudo-van der waals epitaxy of MoS2 on patterned and planar GaN substrates

Liu, C. Y., Choi, W., Huang, H. C., Kim, J., Jung, K., Zhou, W., Kuo, H. C. & Li, X., Jan 1 2019, CLEO: Science and Innovations, CLEO_SI 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F129-CLEO_SI 2019).

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

Pseudo-Van der Waals Epitaxy of MoS2 on Patterned and Planar GaN Substrates

Liu, C. Y., Choi, W., Huang, H. C., Kim, J., Jung, K., Zhou, W., Kuo, H. C. & Li, X., May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8750202. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

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

Psychological Involvement and Constraints to Hunting Participation: Implications for R3 Research

Landon, A., Miller, C., Vaske, J. & Absher, J., 2019, Midwest Fish and Wildlife Conference 2019.

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

Pub/Sub-Sum: A Content Summarization Pub/Sub Protocol for Information-Centric Networks

Lee, J., Hwang, S. M., Abdelzaher, T., Marcus, K. & Chan, K., Nov 2019, MILCOM 2019 - 2019 IEEE Military Communications Conference. Institute of Electrical and Electronics Engineers Inc., 9020777. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-November).

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