Research Output

2019

Adaptive Sequential Stochastic Optimization

Wilson, C., Veeravalli, V. V. & Nedic, A., Feb 2019, In : IEEE Transactions on Automatic Control. 64, 2, p. 496-509 14 p., 8316928.

Research output: Contribution to journalArticle

Additively manufactured impinging air jet cooler for high-power electronic devices

Kwon, B., Foulkes, T., Yang, T., Miljkovic, N. & King, W. P., May 2019, Proceedings of the 18th InterSociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITherm 2019. IEEE Computer Society, p. 941-945 5 p. 8757389. (InterSociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITHERM; vol. 2019-May).

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

Adversarial Multi-user Bandits for Uncoordinated Spectrum Access

Bande, M. & 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. 4514-4518 5 p. 8682263. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Adversarial perturbations to manipulate the perception of power and influence in networks

Avram, M. V., Mishra, S., Parulian, N. N. & Diesner, J., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 986-994 9 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

A figure of merit for assertions in verification

Hertz, S., Pal, D., Offenberger, S. & Vasudevan, S., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 675-680 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

A Finite Sample Analysis of the Actor-Critic Algorithm

Yang, Z., Zhang, K., Hong, M. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2759-2764 6 p. 8619440. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Agile research

Twidale, M. & Hansen, P., Jan 1 2019, In : First Monday. 24, 1, 5.

Research output: Contribution to journalArticle

A Hardware and Software Testbed for Underactuated Self-Assembling Robots: Extended Abstract

Nilles, A., Wasserman, J., Born, A., Horn, C., Born, J. & Lavalle, S. M., Aug 2019, International Symposium on Multi-Robot and Multi-Agent Systems, MRS 2019. Institute of Electrical and Electronics Engineers Inc., p. 7-9 3 p. 8901081. (International Symposium on Multi-Robot and Multi-Agent Systems, MRS 2019).

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

A hybrid electro-thermal energy storage system for high ramp rate power applications

Laird, C. E. & Alleyne, A. G., Jan 1 2019, Modeling and Control of Engine and Aftertreatment Systems; Modeling and Control of IC Engines and Aftertreatment Systems; Modeling and Validation; Motion Planning and Tracking Control; Multi-Agent and Networked Systems; Renewable and Smart Energy Systems; Thermal Energy Systems; Uncertain Systems and Robustness; Unmanned Ground and Aerial Vehicles; Vehicle Dynamics and Stability; Vibrations: Modeling, Analysis, and Control. American Society of Mechanical Engineers (ASME), (ASME 2019 Dynamic Systems and Control Conference, DSCC 2019; vol. 2).

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

A Hybrid GPU + FPGA System Design for Autonomous Driving Cars

Hao, C., Gu, J., Chen, D., Sarwari, A., Jin, Z., Abu-Haimed, H., Sew, D., Li, Y., Liu, X., Wu, B. & Fu, D., Oct 2019, 2019 IEEE International Workshop on Signal Processing Systems, SiPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 121-126 6 p. 9020540. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; vol. 2019-October).

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

A Joint Model for Predicting Structural and Functional Brain Health in Elderly Individuals

Varatharajah, Y., Saboo, K., Iyer, R., Przybelski, S., Schwarz, C., Petersen, R., Jack, C. & Vemuri, P., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1657-1664 8 p. 8983291. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

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

A latent hawkes process model for event clustering and temporal dynamics learning with applications in GitHub

Liu, S., Yao, S., Liu, D., Shao, H., Zhao, Y., Fu, X. & Abdelzaher, T., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 1275-1285 11 p. 8884839. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

All-Path reachability logic

Ştefanescu, A., Ciobâcă, S., Mereuta, R., Moore, B. M., Roşu, G. & şerbănuţă, T. F., Jan 1 2019, In : Logical Methods in Computer Science. 15, 2, p. 5:1-5:23

Research output: Contribution to journalArticle

A motion strategy for exploration driven by an automaton activating feedback-based controllers

Martinez, E., Laguna, G., Murrieta-Cid, R., Becerra, H. M., Lopez-Padilla, R. & LaValle, S. M., Oct 15 2019, In : Autonomous Robots. 43, 7, p. 1801-1825 25 p.

Research output: Contribution to journalArticle

A Multirate Adaptive Control for MIMO Systems with Application to Cyber-Physical Security

Jafarnejadsani, H., Lee, H., Hovakimyan, N. & Voulgaris, P., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6620-6625 6 p. 8619570. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

An affordable and portable technology for real-time scheduling of appliances in smart homes

Raman, A., Sowers, R. & Sreenivas, R. S., Jan 1 2019, 4th North American IEOM Conference. IEOM 2019. IEOM Society, p. 788-800 13 p. (Proceedings of the International Conference on Industrial Engineering and Operations Management).

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

Analysis and Control of a Continuous-Time Bi-Virus Model

Liu, J., Pare, P. E., Nedic, A., Tang, C. Y., Beck, C. L. & Basar, T., Dec 2019, In : IEEE Transactions on Automatic Control. 64, 12, p. 4891-4906 16 p., 8638525.

Research output: Contribution to journalArticle

Analysis and optimization of I/O cache coherency strategies for SoC-FPGA device

Min, S. W., Huang, S., El-Hadedy, M., Xiong, J., Chen, D. & Hwu, W. M., Sep 2019, Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019. Sourdis, I., Bouganis, C-S., Alvarez, C., Toledo Diaz, L. A., Valero, P. & Martorell, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 301-306 6 p. 8892094. (Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019).

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

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long shortterm memory

Lin, Y. W., Zhou, Y., Faghri, F., Shaw, M. J. & Campbell, R. H., 2019, In : PloS one. 14, 7, e0218942.

Research output: Contribution to journalArticle

Open Access

An Application of Nested Control Synthesis for Wind Farms

Buccafusca, L., Jansch-Porto, J. P., Dullerud, G. E. & Beck, C. L., Jan 1 2019, In : IFAC-PapersOnLine. 52, 20, p. 199-204 6 p.

Research output: Contribution to journalConference article

Open Access

An Approach to Robust Synchronization of Electric Power Generators

Ajala, O., Dominguez-Garcia, A. D. & Liberzon, D., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1586-1591 6 p. 8618905. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

An Approximate Shading Model with Detail Decomposition for Object Relighting

Liao, Z., Karsch, K., Zhang, H. & Forsyth, D., Jan 15 2019, In : International Journal of Computer Vision. 127, 1, p. 22-37 16 p.

Research output: Contribution to journalArticle

An efficient GPU implementation technique for higher-order 3D stencils

Anjum, O., Simon, G. D. G., Hidayetoglu, M. & Hwu, W. M., Aug 2019, Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019. Xiao, Z., Yang, L. T., Balaji, P., Li, T., Li, K. & Zomaya, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 552-561 10 p. 8855722. (Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019).

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

An energy-efficient classifier via boosted spin channel networks

Patil, A. D., Manipatruni, S., Nikonov, D., Young, I. A. & Shanbhag, N. R., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702648. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms

Kang, M., Srivastava, P., Adve, V., Kim, N. S. & Shanbhag, N. R., Sep 1 2019, In : IEEE Micro. 39, 5, p. 64-72 9 p., 8768342.

Research output: Contribution to journalArticle

An Exploratory Study of Logging Configuration Practice in Java

Zhi, C., Yin, J., Deng, S., Ye, M., Fu, M. & Xie, T., Sep 2019, Proceedings - 2019 IEEE International Conference on Software Maintenance and Evolution, ICSME 2019. Institute of Electrical and Electronics Engineers Inc., p. 459-469 11 p. 8919133. (Proceedings - 2019 IEEE International Conference on Software Maintenance and Evolution, ICSME 2019).

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

An integrated liquid metal thermal switch for active thermal management of electronics

Yang, T., Foulkes, T., Kwon, B., Kang, J. G., Braun, P. V., King, W. P. & Miljkovic, N., Dec 2019, In : IEEE Transactions on Components, Packaging and Manufacturing Technology. 9, 12, p. 2341-2351 11 p., 8767012.

Research output: Contribution to journalArticle

An l1 adaptive stability augmentation system designed for mil-hdbk-1797 level 1 flying qualities

Puig-Navarro, J., Ackerman, K. A., Hovakimyan, N., Cotting, M. C., Duke, D. J., Carrera, M. J., McCaskey, N. C., Esposito, D., Peterson, J. M. & Tellefsen, J. R., 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

An LP approach for solving two-player zero-sum repeated Bayesian games

Li, L., Langbort, C. & Shamma, J., Sep 2019, In : IEEE Transactions on Automatic Control. 64, 9, p. 3716-3731 16 p., 8567999.

Research output: Contribution to journalArticle

An MRAM-based deep in-memory architecture for deep neural networks

Patil, A. D., Hua, H., Gonugondla, S., Kang, M. & Shanbhag, N. R., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702206. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

A novel side-channel in real-time schedulers

Chen, C. Y., Mohan, S., Pellizzoni, R., Bobba, R. B. & Kiyavash, N., Apr 2019, Proceedings - 25th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2019. Brandenburg, B. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 90-102 13 p. 8743170. (Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS; vol. 2019-April).

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

Antenna Evaluation for Increased Security in Polarization Modulation

Kataria, C. Y. & Bernhard, J. T., Mar 2019, 13th European Conference on Antennas and Propagation, EuCAP 2019. Institute of Electrical and Electronics Engineers Inc., 8739842. (13th European Conference on Antennas and Propagation, EuCAP 2019).

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

A path planning framework for a flying robot in close proximity of humans

Yoon, H. J., Widdowson, C., Marinho, T., Wang, R. F. & Hovakimyan, N., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5254-5259 6 p. 8815168. (Proceedings of the American Control Conference; vol. 2019-July).

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

Approximate Nash equilibria in partially observed stochastic games with mean-field interactions

Saldi, N., Başar, T. & Raginsky, M., Jan 1 2019, In : Mathematics of Operations Research. 44, 3, p. 1006-1033 28 p.

Research output: Contribution to journalArticle

A predictive self-configuring simulator for online media

Yao, S., Hao, Y., Liu, D., Liu, S., Flamino, J., Shao, H., Wu, J., Bamba, M., Abdelzaher, T. & Szymanski, B., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1262-1273 12 p. 8632412. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Architecting waferscale processors-A GPU case study

Pal, S., Petrisko, D., Tomei, M., Gupta, P., Iyer, S. S. & Kumar, R., Mar 26 2019, Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019. Institute of Electrical and Electronics Engineers Inc., p. 250-263 14 p. 8675211. (Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019).

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

A Retrospective Look at the Monitoring and Checking (MaC) Framework

Kannan, S., Kim, M., Lee, I., Sokolsky, O. & Viswanathan, M., Jan 1 2019, Runtime Verification - 19th International Conference, RV 2019, Proceedings. Finkbeiner, B. & Mariani, L. (eds.). Springer, p. 1-14 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11757 LNCS).

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

ASAP: Accelerated Short-Read Alignment on Programmable Hardware

Banerjee, S. S., El-Hadedy, M., Lim, J. B., Kalbarczyk, Z. T., Chen, D., Lumetta, S. S. & Iyer, R. K., Mar 1 2019, In : IEEE Transactions on Computers. 68, 3, p. 331-346 16 p., 8490591.

Research output: Contribution to journalArticle

A Second-Order Synchronous Machine Model for Multi-swing Stability Analysis

Ajala, O., Dominguez-Garcia, A., Sauer, P. & Liberzon, D., Oct 2019, 51st North American Power Symposium, NAPS 2019. Institute of Electrical and Electronics Engineers Inc., 9000368. (51st North American Power Symposium, NAPS 2019).

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

A semi-supervised active-learning truth estimator for social networks

Cui, H., Abdelzaher, T. & Kaplan, L., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 296-306 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

A slow algorithm improves users’ assessments of the algorithm’s accuracy

Park, J. S., Barber, R., Kirlik, A. & Karahalios, K., Nov 2019, In : Proceedings of the ACM on Human-Computer Interaction. 3, CSCW, 102.

Research output: Contribution to journalEditorial

A spatiotemporal assessment of field residues of rice, maize, and wheat at provincial and county levels in China

Lin, T., Xu, J., Shen, X., Jiang, H., Zhong, R., Wu, S., Du, Z., Rodriguez, L. & Ting, K. C., Oct 1 2019, In : GCB Bioenergy. 11, 10, p. 1146-1158 13 p.

Research output: Contribution to journalArticle

Open Access

Aspect-based sentiment analysis with minimal guidance

Zhuang, H., Hanratty, T. & Han, J., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 253-261 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Assertion Ranking using RTL Source Code Analysis

Pal, D., Offenberger, S. & Vasudevan, S., Jan 1 2019, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

Assessing and mitigating impact of time delay attack: A case study for power grid frequency control

Lou, X., Tran, C., Tan, R., Yau, D. K. Y. & Kalbarczyk, Z. T., Apr 16 2019, ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems. Ramachandran, G. S. & Ortiz, J. (eds.). Association for Computing Machinery, Inc, p. 207-216 10 p. (ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems).

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

Assessing Postural Instability and Cybersickness Through Linear and Angular Displacement

Widdowson, C., Becerra, I., Merrill, C., Wang, R. F. & LaValle, S., Jan 1 2019, (Accepted/In press) In : Human Factors.

Research output: Contribution to journalArticle

Open Access

A study of network congestion in two supercomputing high-speed interconnects

Jha, S., Patke, A., Brandt, J., Gentile, A., Showerman, M., Roman, E., Kalbarczyk, Z. T., Kramer, B. & Iyer, R. K., Aug 2019, Proceedings - 2019 IEEE Symposium on High-Performance Interconnects, HOTI 2019. Institute of Electrical and Electronics Engineers Inc., p. 45-48 4 p. 9070292. (Proceedings - 2019 IEEE Symposium on High-Performance Interconnects, HOTI 2019).

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

A testbed for fun and effective features in spatial skill training games

Wauck, H. & Bailey, B., Oct 17 2019, CHI PLAY 2019 - Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play. Association for Computing Machinery, Inc, p. 763-771 9 p. (CHI PLAY 2019 - Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play).

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

Open Access

Attack directories, not caches: Side channel attacks in a non-inclusive world

Yan, M., Sprabery, R., Gopireddy, B., Fletcher, C. W., Campbell, R. H. & Torrellas, J., May 2019, Proceedings - 2019 IEEE Symposium on Security and Privacy, SP 2019. Institute of Electrical and Electronics Engineers Inc., p. 888-904 17 p. 8835325. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2019-May).

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