Research Output

2018

Women's driving in Saudi Arabia-analyzing the discussion of a controversial topic on twitter

Addawood, A., Alshamrani, A., Alqahtani, A., Diesner, J. & Broniatowski, D., 2018.

Research output: Contribution to conferencePaper

Yukta: Multilayer resource controllers to maximize efficiency

Pothukuchi, R. P., Pothukuchi, S. Y., Voulgaris, P. & Torrellas, J., Jul 19 2018, Proceedings - 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture, ISCA 2018. Institute of Electrical and Electronics Engineers Inc., p. 505-518 14 p. 8416851. (Proceedings - International Symposium on Computer Architecture).

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

A Binning Approach to Quickest Change Detection With Unknown Postchange Distribution

Lau, T. S., Tay, W. P. & Veeravalli, V. V., Feb 1 2019, In : IEEE Transactions on Signal Processing. 67, 3, p. 609-621 13 p., 8537967.

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 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 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

Accumulation bit-width scaling for ultra-low precision training of deep networks

Sakr, C., Wang, N., Chen, C. Y., Choi, J., Agrawal, A., Shanbhag, N. & Gopalakrishnan, K., 2019.

Research output: Contribution to conferencePaper

AcMC2: 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

A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning

Lin, Y., Zhang, K., Yang, Z., Wang, Z., Basar, T., Sandhu, R. & Liu, J., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5562-5567 6 p. 9029257. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

A comparison of glenohumeral joint kinematics and muscle activation during standard and geared manual wheelchair mobility

Slavens, B. A., Jahanian, O., Schnorenberg, A. J. & Hsiao-Wecksler, E. T., Aug 2019, In : Medical Engineering and Physics. 70, p. 1-8 8 p.

Research output: Contribution to journalArticle

A complete formal semantics of x86-64 user-level instruction set architecture

Dasgupta, S., Park, D., Kasampalis, T., Adve, V. S. & Roşu, G., Jun 8 2019, PLDI 2019 - Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation. McKinley, K. S. & Fisher, K. (eds.). Association for Computing Machinery, p. 1133-1148 16 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).

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

Open Access

A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection

Saboo, K. V., Varatharajah, Y., Berry, B. M., Sperling, M. R., Gorniak, R., Davis, K. A., Jobst, B. C., Gross, R. E., Lega, B., Sheth, S. A., Kahana, M. J., Kucewicz, M. T., Worrell, G. A. & Iyer, R. K., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 323-327 5 p. 8717057. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

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

A Consensus-based Approach for Distributed Quickest Detection of Significant Events in Networks

Li, J., Towsley, D., Zou, S., Veeravalli, V. V. & Ciocarlie, G., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 1881-1884 4 p. 9048991. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

A constituency parsing tree based method for relation extraction from abstracts of scholarly publications

Jiang, M. & Diesner, J., 2019, EMNLP-IJCNLP 2019 - Graph-Based Methods for Natural Language Processing - Proceedings of the 13th Workshop. Association for Computational Linguistics (ACL), p. 186-191 6 p. (EMNLP-IJCNLP 2019 - Graph-Based Methods for Natural Language Processing - Proceedings of the 13th Workshop).

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

A Container-based DoS Attack-Resilient Control Framework for Real-Time UAV Systems

Chen, J., Feng, Z., Wen, J. Y., Liu, B. & Sha, L., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 1222-1227 6 p. 8714888. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

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

Active and Adaptive Sequential Learning with per Time-step Excess Risk Guarantees

Bu, Y., Lu, J. & Veeravalli, V. V., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 1606-1610 5 p. 9048932. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

ACUOS2: A High-Performance System for Modular ACU Generalization with Subtyping and Inheritance

Alpuente, M., Ballis, D., Cuenca-Ortega, A., Escobar, S. & Meseguer, J., Jan 1 2019, Logics in Artificial Intelligence - 16th European Conference, JELIA 2019, Proceedings. Calimeri, F., Leone, N. & Manna, M. (eds.). Springer-Verlag Berlin Heidelberg, p. 171-181 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11468 LNAI).

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

Adaptive covariance estimation of LiDAR-based positioning errors for UAVs

Shetty, A. & Xingxin Gao, G., Jun 1 2019, In : Navigation, Journal of the Institute of Navigation. 66, 2, p. 463-476 14 p.

Research output: Contribution to journalArticle

Adaptive sequential machine learning

Wilson, C., Bu, Y. & Veeravalli, V. V., Oct 2 2019, In : Sequential Analysis. 38, 4, p. 545-568 24 p.

Research output: Contribution to journalArticle

Adaptive Sequential Stochastic Optimization

Wilson, C., Veeravalli, V. V. & Nedich, 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 Flexible DNN Accelerator Design with Layer Pipeline for FPGAs

You, W., Chen, D. & Wu, C., Dec 2019, Proceedings - 2019 6th International Conference on Information Science and Control Engineering, ICISCE 2019. Li, S., Cheng, Y., Dai, Y. & Ma, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 959-962 4 p. 9107891. (Proceedings - 2019 6th International Conference on Information Science and Control Engineering, ICISCE 2019).

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 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., Nedich, 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., Jul 1 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., 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