Research Output

2020

A composite phase change material thermal buffer based on porous metal foam and low-melting-temperature metal alloy

Yang, T., Kang, J. G., Weisensee, P. B., Kwon, B., Braun, P. V., Miljkovic, N. & King, W. P., Feb 18 2020, In : Applied Physics Letters. 116, 7, 071901.

Research output: Contribution to journalArticle

Open Access

A framework for supporting the development of verifiably safe medical best practice guideline systems

Guo, C., Fu, Z., Zhang, Z., Ren, S. & Sha, L., Mar 2020, In : Journal of Systems Architecture. 104, 101693.

Research output: Contribution to journalArticle

Air Jet Impingement Cooling of Electronic Devices Using Additively Manufactured Nozzles

Kwon, B., Foulkes, T., Yang, T., Miljkovic, N. & King, W. P., Feb 2020, In : IEEE Transactions on Components, Packaging and Manufacturing Technology. 10, 2, p. 220-229 10 p., 8809671.

Research output: Contribution to journalArticle

A multilevel sampled-data approach for resilient navigation and control of autonomous systems

Jafarnejadsani, H., Wan, N., Hovakimyan, N. & Voulgaris, P. G., Feb 1 2020, In : International Journal of Robust and Nonlinear Control. 30, 3, p. 1071-1097 27 p.

Research output: Contribution to journalArticle

Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes

Pare, P. E., Liu, J., Beck, C. L., Kirwan, B. E. & Basar, T., Jan 2020, In : IEEE Transactions on Control Systems Technology. 28, 1, p. 79-93 15 p., 8488684.

Research output: Contribution to journalArticle

A Sparse Latent Class Model for Cognitive Diagnosis

Chen, Y., Culpepper, S. & Liang, F., Jan 1 2020, (Accepted/In press) In : Psychometrika.

Research output: Contribution to journalArticle

A swarm-based approach to dynamic coverage control of multi-agent systems

Atınç, G. M., Stipanović, D. M. & Voulgaris, P. G., Feb 2020, In : Automatica. 112, 108637.

Research output: Contribution to journalArticle

InF-VAE: A variational autoencoder framework to integrate homophily and influence in diffusion prediction

Sankar, A., Zhang, X., Krishnan, A. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 510-518 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

Open Access

Institutional inversion and the connection between collective attitudes and behavior

Cohen, D. & Shin, F., Apr 2020, In : Current Opinion in Psychology. 32, p. 133-137 5 p.

Research output: Contribution to journalReview article

Modeling yield response to crop management using convolutional neural networks

Barbosa, A., Trevisan, R., Hovakimyan, N. & Martin, N. F., Mar 2020, In : Computers and Electronics in Agriculture. 170, 105197.

Research output: Contribution to journalArticle

Open Access

Model selection with covariance matching based non-negative lasso

Owrang, A., Bresler, Y. & Jansson, M., May 2020, In : Signal Processing. 170, 107431.

Research output: Contribution to journalArticle

Multiscale online media simulation with SocialCube

Abdelzaher, T., Han, J., Hao, Y., Jing, A., Liu, D., Liu, S., Nguyen, H. H., Nicol, D. M., Shao, H., Wang, T., Yao, S., Zhang, Y., Malik, O., Dipple, S., Flamino, J., Buchanan, F., Cohen, S., Korniss, G. & Szymanski, B. K., Jan 1 2020, (Accepted/In press) In : Computational and Mathematical Organization Theory.

Research output: Contribution to journalArticle

Open cirrusTM cloud computing testbed: Federated data centers for open source systems and services research

Campbell, R., Gupta, I., Heath, M., Ko, S. Y., Kozuch, M., Kunze, M., Kwan, T., Lai, K., Lee, H. Y., Lyons, M., Milojicic, D., O'Hallaron, D. & Soh, Y. C., Jan 1 2020.

Research output: Contribution to conferencePaper

Relation learning on social networks with multi-modal graph edge variational autoencoders

Yang, C., Zhang, J., Wang, H., Li, S., Kim, M., Walker, M., Xiao, Y. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 699-707 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

Open Access

The 2D Dependency Pair Framework for Conditional Rewrite Systems—Part II: Advanced Processors and Implementation Techniques

Lucas, S., Meseguer, J. & Gutiérrez, R., Jan 1 2020, (Accepted/In press) In : Journal of Automated Reasoning.

Research output: Contribution to journalArticle

The Value of Useless Academic Research to the Cyberdefense of Critical Infrastructures

Nicol, D. M., Jan 1 2020, In : IEEE Security and Privacy. 18, 1, p. 4-7 4 p., 8965255.

Research output: Contribution to journalReview article

Transform Learning for Magnetic Resonance Image Reconstruction: From Model-Based Learning to Building Neural Networks

Wen, B., Ravishankar, S., Pfister, L. & Bresler, Y., Jan 2020, In : IEEE Signal Processing Magazine. 37, 1, p. 41-53 13 p., 8962391.

Research output: Contribution to journalArticle

Ultrafast magnetic resonance spectroscopic imaging using SPICE with learned subspaces

Lam, F., Li, Y., Guo, R., Clifford, B. & Liang, Z. P., Feb 1 2020, In : Magnetic Resonance in Medicine. 83, 2, p. 377-390 14 p.

Research output: Contribution to journalArticle

WSEmail: An architecture and system for secure Internet messaging based on web services

May, M. J., Lux, K. D. & Gunter, C. A., Jan 1 2020, (Accepted/In press) In : Service Oriented Computing and Applications.

Research output: Contribution to journalArticle

You can't always sketch what you want: Understanding sensemaking in visual query systems

Lee, D. J. L., Lee, J., Siddiqui, T., Kim, J., Karahalios, K. & Parameswaran, A., Jan 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 1267-1277 11 p., 8807280.

Research output: Contribution to journalArticle

‘If you agree with me, do i trust you?’: An examination of human-agent trust from a psychological perspective

Huang, H. Y., Twidale, M. & Bashir, M., Jan 1 2020, Intelligent Systems and Applications - Proceedings of the 2019 Intelligent Systems Conference IntelliSys Volume 2. Bi, Y., Bhatia, R. & Kapoor, S. (eds.). Springer-Verlag, p. 994-1013 20 p. (Advances in Intelligent Systems and Computing; vol. 1038).

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

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. R. & Gopalakrishnan, K., Jan 1 2019.

Research output: Contribution to conferencePaper

AcMC 2: 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 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 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

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 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

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

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 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