• 1380 Citations
  • 18 h-Index
20012023

Research output per year

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Research Output

  • 1380 Citations
  • 18 h-Index
  • 42 Conference contribution
  • 23 Article
  • 5 Conference article
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Conference contribution
2019

Generation of low distortion adversarial attacks via convex programming

Zhang, T., Liu, S., Wang, Y. & Fardad, M., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1486-1491 6 p. 8970743. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

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

On the Induction of Cascading Failures in Transportation Networks

Kearney, G. & Fardad, M., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1821-1826 6 p. 8619519. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

1 Scopus citations

Reinforced adversarial attacks on deep neural networks using ADMM

Zhao, P., Xu, K., Zhang, T., Fardad, M., Wang, Y. & Lin, X., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1169-1173 5 p. 8646651. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

2 Scopus citations
2018

A systematic DNN weight pruning framework using alternating direction method of multipliers

Zhang, T., Ye, S., Zhang, K., Tang, J., Wen, W., Fardad, M. & Wang, Y., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 191-207 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11212 LNCS).

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

2 Scopus citations

On a linear programming approach to the optimal seeding of cascading failures

Fardad, M. & Kearney, G., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 102-107 6 p.

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

2 Scopus citations
2016

On a framework for analysis and design of cascades on Boolean networks

Kearney, G. & Fardad, M., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 997-1002 6 p. 7798398

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

3 Scopus citations

On consensus-based community detection

Fardad, M., Feb 8 2016, Proceedings of the IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 1577-1582 6 p. 7402435

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

On optimal sensor collaboration for distributed estimation with individual power constraints

Liu, S., Kar, S., Fardad, M. & Varshney, P. K., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 571-575 5 p. 7421194

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

1 Scopus citations

Optimal energy allocation and storage control for distributed estimation with sensor collaboration

Liu, S., Wang, Y., Fardad, M. & Varshney, P. K., Apr 26 2016, 2016 50th Annual Conference on Information Systems and Sciences, CISS 2016. Institute of Electrical and Electronics Engineers Inc., p. 42-47 6 p. 7460474

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

4 Scopus citations
2015

Energy and cost minimization of bidirectional frequency regulation service by EV following FERC order 755

Mojdehi, M. N., Ghosh, P. K. & Fardad, M., Sep 30 2015, IEEE Power and Energy Society General Meeting. IEEE Computer Society, Vol. 2015-September. 7285982

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

On the optimality of sparse long-range links in circulant consensus networks

Fardad, M., Jul 28 2015, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 2075-2080 6 p. 7171039

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

5 Scopus citations

Sensor selection with correlated measurements for target tracking in wireless sensor networks

Liu, S., Masazade, E., Fardad, M. & Varshney, P. K., Aug 4 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 4030-4034 5 p. 7178728

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

6 Scopus citations

Sparsity-promoting sensor management for estimation: An energy balance point of view

Liu, S., Chen, F., Vempaty, A., Fardad, M., Shen, L. & Varshney, P. K., Sep 14 2015, 2015 18th International Conference on Information Fusion, Fusion 2015. Institute of Electrical and Electronics Engineers Inc., p. 231-238 8 p. 7266567

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

5 Scopus citations

Vulnerability analysis of large-scale dynamical networks to coordinated attacks

Pushpak, S., Diwadkar, A., Fardad, M. & Vaidya, U., Dec 16 2015, Proceedings of 2014 Australian Control Conference, AUCC 2014. Institute of Electrical and Electronics Engineers Inc., p. 89-94 6 p. 7358710

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

2 Scopus citations
2014

On optimal link creation for facilitation of consensus in social networks

Fardad, M., Lin, F. & Jovanovic, M. R., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3790-3795 6 p. 6859126. (Proceedings of the American Control Conference).

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

8 Scopus citations

On optimal sensor collaboration topologies for linear coherent estimation

Liu, S., Fardad, M., Kar, S. & Varshney, P. K., Jan 1 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 2624-2628 5 p. 6875309. (IEEE International Symposium on Information Theory - Proceedings).

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

5 Scopus citations

On the design of optimal structured and sparse feedback gains via sequential convex programming

Fardad, M. & Jovanović, M. R., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 2426-2431 6 p. 6859120. (Proceedings of the American Control Conference).

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

31 Scopus citations

Sparsity-aware field estimation via ordinary Kriging

Liu, S., Masazade, E., Fardad, M. & Varshney, P. K., Jan 1 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3948-3952 5 p. 6854342. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

18 Scopus citations
2013

On new characterizations of social influence in social networks

Fardad, M., Lin, F., Zhang, X. & Jovanovic, M. R., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 4777-4782 6 p. 6580577. (Proceedings of the American Control Conference).

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

7 Scopus citations

On optimal periodic sensor scheduling for field estimation in wireless sensor networks

Liu, S., Fardad, M., Masazade, E. & Varshney, P. K., Dec 1 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 137-140 4 p. 6736834. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

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

2 Scopus citations

On optimal sensor placement for mitigation of vulnerabilities to cyber attacks in large-scale networks

Vaidya, U. & Fardad, M., Dec 1 2013, 2013 European Control Conference, ECC 2013. p. 3548-3553 6 p. 6669723. (2013 European Control Conference, ECC 2013).

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

5 Scopus citations
2012

Identification of sparse communication graphs in consensus networks

Lin, F., Fardad, M. & Jovanovic, M. R., Dec 1 2012, 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012. p. 85-89 5 p. 6483203. (2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012).

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

18 Scopus citations

On identifying sparse representations of consensus networks

Dhingra, N., Lin, F., Fardad, M. & Jovanović, M. R., Jan 1 2012, 3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems, NECSYS 2012. 26 ed. IFAC Secretariat, p. 305-310 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 45, no. 26).

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

13 Scopus citations

On the optimal synchronization of oscillator networks via sparse interconnection graphs

Fardad, M., Lin, F. & Jovanovic, M. R., Nov 26 2012, 2012 American Control Conference, ACC 2012. p. 4777-4782 6 p. 6315116. (Proceedings of the American Control Conference).

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

7 Scopus citations

Sparse feedback synthesis via the alternating direction method of multipliers

Lin, F., Fardad, M. & Jovanovic, M. R., Nov 26 2012, 2012 American Control Conference, ACC 2012. p. 4765-4770 6 p. 6315694. (Proceedings of the American Control Conference).

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

32 Scopus citations
2011

Algorithms for leader selection in large dynamical networks: Noise-corrupted leaders

Lin, F., Fardad, M. & Jovanovic, M. R., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 2932-2937 6 p. 6161507. (Proceedings of the IEEE Conference on Decision and Control).

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

46 Scopus citations

Algorithms for leader selection in large dynamical networks: Noise-free leaders

Fardad, M., Lin, F. & Jovanovic, M. R., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 7188-7193 6 p. 6161482. (Proceedings of the IEEE Conference on Decision and Control).

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

30 Scopus citations

Sparsity-promoting optimal control for a class of distributed systems

Fardad, M., Lin, F. & Jovanović, M. R., Sep 29 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 2050-2055 6 p. 5991020. (Proceedings of the American Control Conference).

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

77 Scopus citations
2010

Investigation of POD bases for flow control on disk wakes

Berger, Z., Bigger, R., Fardad, M., Higuch, H., Glauser, M. N. & Orbaker, A. J., Dec 1 2010, ASME 2010 3rd Joint US-European Fluids Engineering Summer Meeting Collocated with 8th International Conference on Nanochannels, Microchannels, and Minichannels, FEDSM2010. PARTS A, B AND C ed. p. 1109-1116 8 p. (American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FEDSM; vol. 1, no. PARTS A, B AND C).

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

On the dual decomposition of linear quadratic optimal control problems for vehicular formations

Fardad, M., Lin, F. & Jovanović, M. R., Dec 1 2010, 2010 49th IEEE Conference on Decision and Control, CDC 2010. p. 6287-6292 6 p. 5717487. (Proceedings of the IEEE Conference on Decision and Control).

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

5 Scopus citations

On the optimal localized feedback design for multi-vehicle systems

Lin, F., Fardad, M. & Jovanović, M. R., Dec 1 2010, 2010 49th IEEE Conference on Decision and Control, CDC 2010. p. 5744-5749 6 p. 5718163. (Proceedings of the IEEE Conference on Decision and Control).

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

3 Scopus citations

On the optimal localized feedback design for vehicular platoons

Lin, F., Fardad, M. & Jovanović, M. R., Oct 15 2010, Proceedings of the 2010 American Control Conference, ACC 2010. p. 4622-4627 6 p. 5531056. (Proceedings of the 2010 American Control Conference, ACC 2010).

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

2009

Damping mechanisms in dynamic mode atomic force microscopy applications

Fardad, M., Jovanović, M. R. & Salapaka, M. V., Nov 23 2009, 2009 American Control Conference, ACC 2009. p. 2272-2277 6 p. 5160084. (Proceedings of the American Control Conference).

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

5 Scopus citations

On the optimal design of structured feedback gains for interconnected systems

Fardad, M., Lin, F. & Jovanović, M. R., Dec 1 2009, Proceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009. p. 978-983 6 p. 5400341. (Proceedings of the IEEE Conference on Decision and Control).

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

33 Scopus citations

Synthesis of H2 optimal static structured controllers: Primal and dual formulations

Lin, F., Fardad, M. & Jovanovic, M. R., Dec 1 2009, 2009 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009. p. 340-346 7 p. 5394784. (2009 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009).

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

The operator algebra of almost toeplitz matrices and the optimal control of large-scale systems

Fardad, M., Nov 23 2009, 2009 American Control Conference, ACC 2009. p. 854-859 6 p. 5160148. (Proceedings of the American Control Conference).

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

4 Scopus citations
2008

On the state-space design of optimal controllers for distributed systems with finite communication speed

Fardad, M. & Jovanović, M. R., Dec 1 2008, Proceedings of the 47th IEEE Conference on Decision and Control, CDC 2008. p. 5488-5493 6 p. 4739424. (Proceedings of the IEEE Conference on Decision and Control).

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

7 Scopus citations

Perturbation analysis of eigenvalues of a class of self-adjoint operators

Moarref, R., Fardad, M. & Jovanović, M. R., Sep 30 2008, 2008 American Control Conference, ACC. p. 955-960 6 p. 4586615. (Proceedings of the American Control Conference).

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

2007

Connection between almost everywhere stability of an ODE and advection PDE

Rajaram, R., Vaidya, U. & Fardad, M., Dec 1 2007, Proceedings of the 46th IEEE Conference on Decision and Control 2007, CDC. p. 5880-5885 6 p. 4434827. (Proceedings of the IEEE Conference on Decision and Control).

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

7 Scopus citations
2006

On stability and the spectrum determined growth condition for spatially periodic systems

Fardad, M. & Bamieh, B., Dec 1 2006, Proceedings of the 45th IEEE Conference on Decision and Control 2006, CDC. p. 3956-3961 6 p. 4177408. (Proceedings of the IEEE Conference on Decision and Control).

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

2005

The Nyquist stability criterion for a class of spatially periodic systems

Fardad, M. & Bamieh, B., Dec 1 2005, Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05. p. 5275-5280 6 p. 1583000. (Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05; vol. 2005).

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

1 Scopus citations
2004

A perturbation analysis of parametric resonance and periodic control in spatially distributed systems

Fardad, M. & Bamieh, B., Dec 1 2004, 2004 43rd IEEE Conference on Decision and Control (CDC). p. 3786-3791 6 p. ThC04.5. (Proceedings of the IEEE Conference on Decision and Control; vol. 4).

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

4 Scopus citations