Research Output

2019

Demonstration of Generative Adversarial Network by Intrinsic Random Noises of Analog RRAM Devices

Lin, Y., Wu, H., Gao, B., Yao, P., Wu, W., Zhang, Q., Zhang, X., Li, X., Li, F., Lu, J., Li, G., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.4.1-3.4.4 8614483. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

2 Scopus citations
3 Scopus citations

Design space exploration of ovonic threshold switch (OTS) for sub-threshold read operation in cross-point memory arrays

Woo, J. & Yu, S., 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702296. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Device and materials requirements for neuromorphic computing

Islam, R., Li, H., Chen, P. Y., Wan, W., Chen, H. Y., Gao, B., Wu, H., Yu, S., Saraswat, K. & Philip Wong, H. S., Jan 18 2019, In : Journal of Physics D: Applied Physics. 52, 11, 113001.

Research output: Contribution to journalReview article

15 Scopus citations

Device Design and Material Considerations of Ovonic Threshold Switch (OTS) for Cross-point MRAM Array

Woo, J. & Yu, S., Mar 2019, 2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 148-150 3 p. 8731137. (2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019).

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

1 Scopus citations

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

Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area: A hybrid approach

Alvi, M. S. Q., Mahmood, I., Javed, F., Malik, A. W. & Sarjoughian, H., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2411-2422 12 p. 8632309. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Effectiveness of Reflection on Programming Problem Solving Self-Assessments

Alzaid, M. & Hsiao, I., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659245. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Evaluating Docker storage performance: from workloads to graph drivers

Tarasov, V., Rupprecht, L., Skourtis, D., Li, W., Rangaswami, R. & Zhao, M., Dec 1 2019, In : Cluster Computing. 22, 4, p. 1159-1172 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Evaluation of Instructional Module Development System

Raj, V., Goulet, P. & Bansal, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659063. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Evaluation of Single Event Effects in SRAM and RRAM Based Neuromorphic Computing System for Inference

Ye, Z., Liu, R., Barnaby, H. & Yu, S., May 22 2019, 2019 IEEE International Reliability Physics Symposium, IRPS 2019. Institute of Electrical and Electronics Engineers Inc., 8720490. (IEEE International Reliability Physics Symposium Proceedings; vol. 2019-March).

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

1 Scopus citations

Exact solution of sparse linear systems via left-looking roundoff-error-free LU factorization in time proportional to arithmetic work

Lourenco, C., Escobedo, A., Moreno-Centeno, E. & Davis, T. A., Jan 1 2019, In : SIAM Journal on Matrix Analysis and Applications. 40, 2, p. 609-638 30 p.

Research output: Contribution to journalArticle

Exome Sequencing of Two Siblings with Sporadic Autism Spectrum Disorder and Severe Speech Sound Disorder Suggests Pleiotropic and Complex Effects

Peter, B., Dinu, V., Liu, L., Huentelman, M., Naymik, M., Lancaster, H., Vose, C. & Schrauwen, I., Jan 1 2019, In : Behavior Genetics.

Research output: Contribution to journalArticle

1 Scopus citations

Exploiting Hybrid Precision for Training and Inference: A 2T-1FeFET Based Analog Synaptic Weight Cell

Sun, X., Wang, P., Ni, K., Datta, S. & Yu, S., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.1.1-3.1.4 8614611. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

16 Scopus citations

Exploring programming semantic analytics with deep learning models

Lu, Y. & Hsiao, I., 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. 155-159 5 p. (ACM International Conference Proceeding Series).

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

1 Scopus citations

ExSol: Collaboratively assessing cybersecurity risks for protecting energy delivery systems

Lamp, J., Rubio-Medrano, C. E., Zhao, Z. & Ahn, G. J., Apr 2019, 7th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2019 - Held as part of CPS Week, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8738791. (7th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2019 - Held as part of CPS Week, Proceedings).

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

First-order stable model semantics with intensional functions

Bartholomew, M. & Lee, J., Aug 1 2019, In : Artificial Intelligence. 273, p. 56-93 38 p.

Research output: Contribution to journalArticle

Foreword

Kantarcioglu, M., Krishnan, R., Thuraisingham, B. & Ahn, G-J., Mar 13 2019, In : CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. p. III

Research output: Contribution to journalEditorial

GFCache: A greedy failure cache considering failure recency and failure frequency for an erasure-coded storage system

Deng, M., Liu, F., Zhao, M., Chen, Z. & Xiao, N., Jan 1 2019, In : Computers, Materials and Continua. 58, 1, p. 153-167 15 p.

Research output: Contribution to journalArticle

Open Access

G-Finder: Approximate Attributed Subgraph Matching

Liu, L., Du, B., Xu, J. & Tong, H., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 513-522 10 p. 9006525. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

Gold panning from the mess: Rare category exploration, exposition, representation, and interpretation

Zhou, D. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3213-3214 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Graph convolutional networks: a comprehensive review

Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Dec 1 2019, In : Computational Social Networks. 6, 1, 11.

Research output: Contribution to journalArticle

Open Access
9 Scopus citations

Gray-box adversarial testing for control systems with machine learning components

Yaghoubi, S. & Fainekos, G., Apr 16 2019, HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control. Association for Computing Machinery, Inc, p. 179-184 6 p. (HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control).

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

12 Scopus citations

Health monitoring of critical power system equipments using identifying codes

Basu, K., Padhee, M., Roy, S., Pal, A., Sen, A., Rhodes, M. & Keel, B., Jan 1 2019, Critical Information Infrastructures Security - 13th International Conference, CRITIS 2018, Revised Selected Papers. Luiijf, E., Žutautaitė, I. & Hämmerli, B. M. (eds.). Springer Verlag, p. 29-41 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11260 LNCS).

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

4 Scopus citations

Hierarchical image semantics using probabilistic path propagations for biomedical research

Gillmann, C., Post, T., Wischgoll, T., Hagen, H. & Maciejewski, R., Nov 1 2019, In : IEEE Computer Graphics and Applications. 39, 6, p. 86-101 16 p., 8618426.

Research output: Contribution to journalArticle

2 Scopus citations

How does mobility help distributed systems compute?

Vining, W. F., Esponda, F., Moses, M. E. & Forrest, S., 2019, In : Philosophical Transactions of the Royal Society B: Biological Sciences. 374, 1774, 20180375.

Research output: Contribution to journalArticle

3 Scopus citations

ICORe: Continuous and proactive extrospection on multi-core IoT devices

Zhang, P., Cho, H., Zhao, Z., Doupe, A. & Ahn, G-J., Jan 1 2019, p. 851-860. 10 p.

Research output: Contribution to conferencePaper

IEEE ICSC 2019: Message from the Program Chairs

Bansal, S., Bloodgood, M. & Persia, F., Mar 11 2019, In : Proceedings - 13th IEEE International Conference on Semantic Computing, ICSC 2019. p. xvi-xvii 8665545.

Research output: Contribution to journalEditorial

Improving robustness of random forest under label noise

Zhou, X., Ding, P. L. K. & Li, B., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 950-958 9 p. 8658395. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

Improving student learning performance in a virtual hands-on lab system in cybersecurity education

Zeng, Z., Deng, Y., Hsiao, I., Huang, D. & Chung, C. J., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658855. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation

Wu, J., He, J. & Liu, Y., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8622603. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

2 Scopus citations

Influence Propagation in Competitive Scenario: Winning with Least Amount of Investment in Separated Threshold Model

Mazumder, A. & Sen, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5221-5226 6 p. 8618661. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Information Extraction and Visualization of Unstructured Textual Data

Hashmi, S. U. & Bansal, A., Mar 11 2019, Proceedings - 13th IEEE International Conference on Semantic Computing, ICSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 142-145 4 p. 8665534. (Proceedings - 13th IEEE International Conference on Semantic Computing, ICSC 2019).

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

Infrastructure and the environment in the Anthropocene

Chester, M., Markolf, S. & Allenby, B., Jan 1 2019, In : Journal of Industrial Ecology.

Research output: Contribution to journalArticle

10 Scopus citations

Integrated analysis of productivity and machine condition degradation: Performance evaluation and bottleneck identification

Kang, Y. & Ju, F., Jan 1 2019, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

3 Scopus citations
Open Access
9 Scopus citations

Learn2Sign: Explainable AI for sign language learning

Paudyal, P., Lee, J., Kamzin, A., Soudki, M., Banerjee, A. & Gupta, S., Jan 1 2019, In : CEUR Workshop Proceedings. 2327

Research output: Contribution to journalConference article

6 Scopus citations

Lessons in Biochar: Advancing Research Through Service Learning Courses in Nepal

Henderson, M., Chettri, N. & Johnson, F., Jan 3 2019, GHTC 2018 - IEEE Global Humanitarian Technology Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8601906. (GHTC 2018 - IEEE Global Humanitarian Technology Conference, Proceedings).

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

Local descent for temporal logic falsification of cyber-physical systems

Yaghoubi, S. & Fainekos, G., Jan 1 2019, Cyber Physical Systems. Design, Modeling, and Evaluation - 7th International Workshop, CyPhy 2017, Revised Selected Papers. Chamberlain, R., Taha, W. & Törngren, M. (eds.). Springer Verlag, p. 11-26 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11267 LNCS).

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

Local Partition in Rich Graphs

Freitas, S., Cao, N., Xia, Y., Chau, D. H. P. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1001-1008 8 p. 8622227. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

1 Scopus citations

Message from the Workshop Co-Chairs

Tong, H. & Li, Z., Feb 7 2019, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2018-November, p. xxix-xxx 8637537.

Research output: Contribution to journalEditorial

Motif-Preserving Dynamic Local Graph Cut

Zhou, D., He, J., Davulcu, H. & Maciejewski, R., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1156-1161 6 p. 8622263. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

MRMine: Multi-resolution multi-network embedding

Du, B. & Tong, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 479-488 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
2 Scopus citations

Multi-task crowdsourcing via an optimization framework

Zhou, Y., He, J. & Ying, L., May 29 2019, In : ACM Transactions on Knowledge Discovery from Data. 13, 3, 27.

Research output: Contribution to journalArticle

1 Scopus citations

N2N: Network derivative mining

Kang, J. & Tong, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 861-870 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

NEMO: Next career move prediction with contextual embedding

Li, L., Yang, J., Jing, H., He, Q., Tong, H. & Chen, B. C., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 505-513 9 p.

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

12 Scopus citations

NetDyna: Mining Networked Coevolving Time Series with Missing Values

Hairi, Tong, H. & Ying, L., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 503-512 10 p. 9005698. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

On upper and lower bounds of identifying code set for soccer ball graph with application to satellite deployment

Sen, A., Goliber, V. H., Basu, K., Zhou, C. & Ghosh, S., Jan 4 2019, ICDCN 2019 - Proceedings of the 2019 International Conference on Distributed Computing and Networking. Association for Computing Machinery, p. 307-316 10 p.

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

3 Scopus citations
2 Scopus citations