University of Illinois at Urbana-Champaign

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    United States

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Conference contribution
2019

Deep Learning Method for Prediction of Planar Radiating Sources from Near-Field Intensity Data

Ma, H., Li, E. P., Schutt-Aine, J. & Cangellaris, A. C., Jul 2019, 2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019. Institute of Electrical and Electronics Engineers Inc., p. 610-615 6 p. 8825271. (2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019).

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

Deep Model Reference Adaptive Control

Joshi, G. & Chowdhary, G., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4601-4608 8 p. 9029173. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Deep multi-task learning with adversarial-and-cooperative nets

Yang, P., Tan, Q., Ye, J., Tong, H. & He, J., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 4078-4084 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

DEEPSEC: A uniform platform for security analysis of deep learning model

Ling, X., Ji, S., Zou, J., Wang, J., Wu, C., Li, B. & Wang, T., May 2019, Proceedings - 2019 IEEE Symposium on Security and Privacy, SP 2019. Institute of Electrical and Electronics Engineers Inc., p. 673-690 18 p. 8835375. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2019-May).

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

Deepsrgm - Sequence classification and ranking in Indian classical music with deep learning

Madhusudhan, S. T. & Chowdhary, G., 2019, Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019. Flexer, A., Peeters, G., Urbano, J. & Volk, A. (eds.). International Society for Music Information Retrieval, p. 533-540 8 p. (Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019).

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

DeepStore: In-storage acceleration for intelligent queries

Mailthody, V. S., Qureshi, Z., Liang, W., Feng, Z., Gonzalo, S. G. D., Li, Y., Franke, H., Xiong, J., Huang, J. & Hwu, W. M., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 224-238 15 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

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

Deep tensor factorization for spatially-aware scene decomposition

Casebeer, J., Colomb, M. & Smaragdis, P., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2019. Institute of Electrical and Electronics Engineers Inc., p. 180-184 5 p. 8937263. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2019-October).

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

DeepZip: Lossless Data Compression Using Recurrent Neural Networks

Goyal, M., Tatwawadi, K., Chandak, S. & Ochoa, I., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Bilgin, A., Storer, J. A., Marcellin, M. W. & Serra-Sagrista, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 1 p. 8712659. (Data Compression Conference Proceedings; vol. 2019-March).

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

Defined: Deterministic execution for interactive control-plane debugging

Lin, C. C., Jalaparti, V., Caesar, M. & Van Der Merwe, J., Jan 1 2019, Proceedings of the 2013 USENIX Annual Technical Conference, USENIX ATC 2013. USENIX Association, p. 347-358 12 p. (Proceedings of the 2013 USENIX Annual Technical Conference, USENIX ATC 2013).

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

Delta-doping for enhanced tunnel junction performance and thermal stability

Sun, Y., Fan, S., Jung, D., Hool, R., Li, B., Vaisman, M. & Lee, M. L., Jun 2019, 2019 IEEE 46th Photovoltaic Specialists Conference, PVSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3211-3214 4 p. 8980681. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-encoders

Shen, H., George, D., Huerta, E. A. & Zhao, Z., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3237-3241 5 p. 8683061. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Dense 3D displacement and strain measurement framework of miter gates using computer vision

Narazaki, Y., Hoskere, V., Spencer, B. F., Foltz, S. & Smith, M. D., Jan 1 2019, Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring. Chang, F-K., Guemes, A. & Kopsaftopoulos, F. (eds.). DEStech Publications Inc., p. 3065-3072 8 p. (Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring; vol. 2).

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

Dense 3D Reconstruction for Visual Tunnel Inspection using Unmanned Aerial Vehicle

Pahwa, R. S., Chan, K. Y., Bai, J., Saputra, V. B., Do, M. N. & Foong, S., Nov 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. Institute of Electrical and Electronics Engineers Inc., p. 7025-7032 8 p. 8967577. (IEEE International Conference on Intelligent Robots and Systems).

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

Dependable machine intelligence at the tactical edge

Misra, A., Jayarajah, K., Weerakoon, D., Tandriansyah, R., Yao, S. & Abdelzaher, T., 2019, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications. Pham, T. (ed.). SPIE, 1100608. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11006).

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

Derivation and Extensions of the Linear Feedback Particle Filter Based on Duality Formalisms

Kim, J. W., Taghvaei, A. & Mehta, P. G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 7188-7193 6 p. 8618878. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Design and operation of a thermal harshness test facility for electric motors in hermetic environments

Lawrence, N. & Elbel, S., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 755-762 8 p. 353. (Refrigeration Science and Technology; vol. 2019-August).

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

Design and performance evaluation of an R744 multi-temperature refrigerated container

Lawrence, N., Elbel, S. & Hrnjak, P., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 3633-3640 8 p. 352. (Refrigeration Science and Technology; vol. 2019-August).

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

Design and testing of a scaled demonstrator turbine at the national wind technology center

Bay, C. J., Damiani, R., Fingersh, L. J., Hughes, S., Chetan, M., Yao, S., Griffith, D. T., Ananda, G. K., Selig, M. S., Zalkind, D. S., Pao, L. Y., Martin, D., Johnson, K. E., Kaminski, M. & Loth, E., 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

Designing vertical processors in monolithic 3D

Gopireddy, B. & Torrellas, J., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 643-656 14 p. (Proceedings - International Symposium on Computer Architecture).

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

Design of a lightweight inflatable sensing sleeve for increased adaptability and safety of legged robots

Kim, T., Park, J., Yoon, S. J., Kong, D. H., Park, H. W. & Park, Y. L., May 24 2019, RoboSoft 2019 - 2019 IEEE International Conference on Soft Robotics. Institute of Electrical and Electronics Engineers Inc., p. 257-264 8 p. 8722711. (RoboSoft 2019 - 2019 IEEE International Conference on Soft Robotics).

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

Design of gradient nanotwinned metal materials using adaptive Gaussian process based surrogate models

Zhou, H., Chen, X. & Li, Y., 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

Design optimization of a 1500 v GaN-Based solar inverter using flying capacitor multi-level converter stages

Stillwell, A. & Pilawa-Podgurski, R. C. N., Sep 2019, 2019 IEEE Energy Conversion Congress and Exposition, ECCE 2019. Institute of Electrical and Electronics Engineers Inc., p. 4605-4612 8 p. 8913007. (2019 IEEE Energy Conversion Congress and Exposition, ECCE 2019).

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

Detectability of Intermittent Zero-Dynamics Attack in Networked Control Systems

Mao, Y., Jafarnejadsani, H., Zhao, P., Akyol, E. & Hovakimyan, N., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5605-5610 6 p. 9029997. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Detecting Failures of Neural Machine Translation in the Absence of Reference Translations

Wang, W., Zheng, W., Liu, D., Zhang, C., Zeng, Q., Deng, Y., Yang, W., He, P. & Xie, T., Jun 2019, Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - DSN 2019 Industry Track. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. 8805773. (Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - DSN 2019 Industry Track).

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

Detecting photoshopped faces by scripting photoshop

Wang, S. Y., Wang, O., Zhang, R., Owens, A. & Efros, A., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 10071-10080 10 p. 9010719. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

Deterministic DFN Modeling: A Methodology to Estimate Actual Fracture Plane Size Using Rock Lithology and Microseismic Event Source Information

Williams-Stroud, S., 2019, 2019 AAPG Annual Convention and Exhibition. San Antonio, Texas

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

Developing a spatially-defined biomaterial model of the glioblastoma perivascular niche

Hunter, C., Ngo, M. & Harley, B., 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

Development of a biomaterial model of the decidualized endometrium

Zambuto, S. G. & 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

Development of a new optical method to quantify local air-side heat transfer coefficient

Che, M. & Elbel, S., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 1734-1741 8 p. 1541. (Refrigeration Science and Technology; vol. 2019-August).

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

DiAD: Domain adaptation for learning at scale

Zeng, Z., Bhat, S., Chaturvedi, S. & Roth, D., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 185-194 10 p. (ACM International Conference Proceeding Series).

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

Dielectrophoretic nanoparticle injector for photonic manipulator systems

Maser, J. & Rovey, J. L., Jan 1 2019, Micro- and Nanotechnology Sensors, Systems, and Applications XI. George, T. & Islam, M. S. (eds.). SPIE, 1098238. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10982).

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

Diet Complexity of Lake Michigan Salmonids

Leonhardt, B., Turschak, B., Happel, A., Czesny, S., Boostma, H., Rinchard, J., Kornis, M., Bronte, C. & Hook, T., 2019, Midwest Fish and Wildlife Conference 2019.

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

Differentially Private Gossip Gradient Descent

Liu, Y., Liu, J. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2777-2782 6 p. 8619437. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Dimensional Analysis of Laughter in Female Conversational Speech

Pietrowicz, M., Agurto, C., Casebeer, J., Hasegawa-Johnson, M., Karahalios, K. & Cecchi, G., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6600-6604 5 p. 8683566. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Dione: A Protocol Verification System Built with Dafny for I/O Automata

Hsieh, C. & Mitra, S., Jan 1 2019, Integrated Formal Methods - 15th International Conference, IFM 2019, Proceedings. Ahrendt, W. & Tapia Tarifa, S. L. (eds.). Springer, p. 227-245 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11918 LNCS).

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

Direct detection of nonlinear modal interactions and model updating using measured time series

Moore, K., Kurt, M., Eriten, M., McFarland, D. M., Bergman, L. A. & Vakakis, A. F., Jan 1 2019, Nonlinear Dynamics - Proceedings of the 36th IMAC, A Conference and Exposition on Structural Dynamics 2018. Kerschen, G. (ed.). Springer New York LLC, p. 23-25 3 p. (Conference Proceedings of the Society for Experimental Mechanics Series; vol. 1).

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

Direct-drive electric motor for STARC-ABL tail-cone propulsor

Yoon, A., Arastu, F., Lohan, D., Xiao, J. & Haran, K., Aug 2019, 2019 AIAA/IEEE Electric Aircraft Technologies Symposium, EATS 2019. Institute of Electrical and Electronics Engineers Inc., 8941532. (2019 AIAA/IEEE Electric Aircraft Technologies Symposium, EATS 2019).

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

Directed Intersection Representations and the Information Content of Digraphs

Kostochka, A. V., Liu, X., Machado, R. & Milenkovic, O., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1477-1481 5 p. 8849253. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Direct-modulated optical networks for interposer systems

Jokar, M. R., Zhang, L., Dallesasse, J. M., Chong, F. T. & Li, Y., Oct 17 2019, Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip, NOCS 2019. Association for Computing Machinery, Inc, a10. (Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip, NOCS 2019).

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

Direct Semiconductor Diode Laser Mode Engineering and Waveguide Design

Strzebonski, P. & Choquette, K., Sep 2019, 2019 IEEE Photonics Conference, IPC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8908423. (2019 IEEE Photonics Conference, IPC 2019 - Proceedings).

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

Direct tunneling modulation of semiconductor lasers

Qiu, J., Feng, M. & Holonyak, N., Jan 1 2019, CLEO: Applications and Technology, CLEO_AT 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F127-CLEO_AT 2019).

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

Direct Tunneling Modulation of Semiconductor Lasers

Qiu, J., Feng, M. & Holonyak, N., May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8749687. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

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

Discerning edge influence for network embedding

Wang, Y., Yao, Y., Tong, H., Xu, F. & Lu, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 429-438 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

Discontinuity-sensitive optimal control learning by mixture of experts

Tang, G. & Hauser, K., May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 7892-7898 7 p. 8793909. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Discovering Buried Pasts: Illinois Transportation Archaeology and the Rediscovery of America’s First Native City

Betzenhauser, A., Emerson, T., Koldehoff, B. H. & Brennan, T. K., 2019, INDIVIDUAL ABSTRACTS OF THE SAA 84TH ANNUAL MEETING.

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

Discovering hypernymy in text-rich heterogeneous information network by exploiting context granularity

Shi, Y., Shen, J., Li, Y., Zhang, N., He, X., Lou, Z., Zhu, Q., Walker, M., Kim, M. & Han, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 599-608 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

Discovering maximal motif cliques in large heterogeneous information networks

Hu, J., Cheng, R., Chang, K. C. C., Sankar, A., Fang, Y. & Lam, B. Y. H., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 746-757 12 p. 8731437. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Discovering the unfindable: The tension between findability and discoverability in a bookshop designed for serendipity

Makri, S., Chen, Y. C., McKay, D., Buchanan, G. & Ocepek, M., Jan 1 2019, Human-Computer Interaction – INTERACT 2019 - 17th IFIP TC 13 International Conference, Proceedings. Lamas, D., Loizides, F., Nacke, L., Petrie, H., Winckler, M. & Zaphiris, P. (eds.). Springer-Verlag, p. 3-23 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11747 LNCS).

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

Discrete-Time Large-Signal Modeling and Numerical Methods for Flyback Converters

Reiman, C., Das, D. & Rosenbaum, E., Apr 24 2019, 2019 IEEE Power and Energy Conference at Illinois, PECI 2019. Institute of Electrical and Electronics Engineers Inc., 8698921. (2019 IEEE Power and Energy Conference at Illinois, PECI 2019).

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

Discrete-Time Polar Opinion Dynamics with Heterogeneous Individuals

Liu, J., Ye, M., Anderson, B. D. O., Basar, T. & Nedic, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1694-1699 6 p. 8619071. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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