• 199 Citations
  • 7 h-Index
20102020

Research output per year

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Research Output

  • 199 Citations
  • 7 h-Index
  • 25 Conference contribution
  • 5 Article
  • 1 Chapter
  • 1 Paper
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Conference contribution
2020

Node Classification with Bounded Error Rates

Wijegunawardana, P., Gera, R. & Soundarajan, S., Jan 1 2020, Complex Networks XI - Proceedings of the 11th Conference on Complex Networks, CompleNet 2020. Barbosa, H., Menezes, R., Gomez-Gardenes, J., Gonçalves, B., Mangioni, G. & Oliveira, M. (eds.). Springer, p. 26-38 13 p. (Springer Proceedings in Complexity).

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

2019

An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM

Yuan, G., Ma, X., Ding, C., Lin, S., Zhang, T., Jalali, Z. S., Zhao, Y., Jiang, L., Soundarajan, S. & Wang, Y., Jul 2019, International Symposium on Low Power Electronics and Design, ISLPED 2019. Institute of Electrical and Electronics Engineers Inc., 8824944. (Proceedings of the International Symposium on Low Power Electronics and Design; vol. 2019-July).

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

Characterizing susceptible users on Reddit's changemyview

Mensah, H., Xiao, L. & Soundarajan, S., Jul 19 2019, 10th International Conference on Social Media and Society: Rethinking Privacy and Trust, SMSociety 2019. Association for Computing Machinery, p. 102-107 6 p. (ACM International Conference Proceeding Series).

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

1 Scopus citations

Computing node clustering coefficients securely

Areekijseree, K., Tang, Y. & Soundarajan, S., 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. 532-533 2 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

Increasing Collaboration among Geotechnical Engineering Faculty: A Case Study from the "geotechnical Engineering Women Faculty: Networked and Thriving" Project

Meehan, C. L., Kumar, S., Pando, M. A., Coe, J. T., Gallagher, P., Bhatia, S., Alestalo, S., Soundarajan, S. & Athanasopoulos-Zekkos, A., Jan 1 2019, Geotechnical Special Publication. Kumar, S., Coe, J. T., Meehan, C. L. & Pando, M. A. (eds.). GSP 314 ed. American Society of Civil Engineers (ASCE), p. 86-98 13 p. (Geotechnical Special Publication; vol. 2019-March, no. GSP 314).

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

Measuring the sampling robustness of complex networks

Areekijseree, K. & Soundarajan, S., 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. 294-301 8 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

2018

A fast and effective memristor-based method for finding approximate eigenvalues and eigenvectors of non-negative matrices

Wang, C., Jalali, Z. S., Ding, C., Wang, Y. & Soundarajan, S., Aug 7 2018, Proceedings - 2018 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2018. IEEE Computer Society, Vol. 2018-July. p. 563-568 6 p. 8429429

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

DE-crawler: A densification-expansion algorithm for online data collection

Areekijseree, K. & Soundarajan, S., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 164-169 6 p. 8508311

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

1 Scopus citations

Guidelines for online network crawling: A study of data collection approaches and network properties

Areekijseree, K., Laishram, R. & Soundarajan, S., May 15 2018, WebSci 2018 - Proceedings of the 10th ACM Conference on Web Science. Association for Computing Machinery, Inc, p. 57-66 10 p.

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

3 Scopus citations

Sampling community structure in dynamic social networks

Mensah, H. & Soundarajan, S., Jan 1 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Springer Verlag, p. 114-126 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

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

1 Scopus citations
2017

Max-node sampling: An expansion-densification algorithm for data collection

Areekijseree, K., Laishram, R. & Soundarajan, S., Feb 2 2017, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 3944-3946 3 p. 7841070

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

Predicted max degree sampling: Sampling in directed networks to maximize node coverage through crawling

Laishram, R., Areekijseree, K. & Soundarajan, S., Feb 2 2017, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 4008-4010 3 p. 7841092

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

Predicted max degree sampling: Sampling in directed networks to maximize node coverage through crawling

Laishram, R., Areekijseree, K. & Soundarajan, S., Nov 20 2017, 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 940-945 6 p. 8116502

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

2 Scopus citations

Social-Aware Decentralization for Secure and Scalable Multi-party Computations

Tang, Y. & Soundarajan, S., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems Workshops, ICDCSW 2017. Institute of Electrical and Electronics Engineers Inc., p. 246-251 6 p. 7979824

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

The K-peak Decomposition: Mapping the global structure of graphs

Govindan, P., Wang, C., Xu, C., Duan, H. & Soundarajan, S., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 1441-1450 10 p. 3052635. (26th International World Wide Web Conference, WWW 2017).

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

7 Scopus citations

ϵ-WGX: Adaptive edge probing for enhancing incomplete networks

Soundarajan, S., Gallagher, B., Eliassi-Rad, T. & Pinar, A., Jun 25 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. Association for Computing Machinery, Inc, p. 161-170 10 p.

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

5 Scopus citations
2016

A low-computation-complexity, energy-efficient, and high-performance linear program solver using memristor crossbars

Cai, R., Ren, A., Wang, Y., Soundarajan, S., Qiu, Q., Yuan, B. & Bogdan, P., Jul 2 2016, Proceedings - 29th IEEE International System on Chip Conference, SOCC 2016. Bhatia, K., Alioto, M., Zhao, D., Marshall, A. & Sridhar, R. (eds.). IEEE Computer Society, p. 317-322 6 p. 7905500. (International System on Chip Conference; vol. 0).

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

2 Scopus citations

MaxReach: Reducing network incompleteness through node probes

Soundarajan, S., Eliassi-Rad, T., Gallagher, B. & Pinar, A., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 152-157 6 p. 7752227

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

7 Scopus citations

NimbleCore: A space-efficient external memory algorithm for estimating core numbers

Govindan, P., Soundarajan, S., Eliassi-Rad, T. & Faloutsos, C., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 207-214 8 p. 7752237

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

5 Scopus citations

On data collection, graph construction, and sampling in Twitter

Wendt, J. D., Wells, R., Field, R. V. & Soundarajan, S., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 985-992 8 p. 7752360

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

2 Scopus citations
2014

A guide to selecting a network similarity method

Soundarajan, S., Eliassi-Rad, T. & Gallagher, B., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Ning-Tan, P., Banerjee, A., Parthasarathy, S., Obradovic, Z., Kamath, C. & Zaki, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 1037-1045 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 2).

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

26 Scopus citations
2012

On the separability of structural classes of communities

Abrahao, B., Soundarajan, S., Hopcroft, J. & Kleinberg, R., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 624-632 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

25 Scopus citations

Use of supervised learning to predict directionality of links in a network

Soundarajan, S. & Hopcroft, J. E., Dec 1 2012, Advanced Data Mining and Applications - 8th International Conference, ADMA 2012, Proceedings. p. 395-406 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7713 LNAI).

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

1 Scopus citations

Using community information to improve the precision of link prediction methods

Soundarajan, S. & Hopcroft, J., May 21 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 607-608 2 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

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

58 Scopus citations
2010

Recovering social networks from contagion information

Soundarajan, S. & Hopcroft, J. E., Jul 15 2010, Theory and Applications of Models of Computation - 7th Annual Conference, TAMC 2010, Proceedings. p. 419-430 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6108 LNCS).

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

2 Scopus citations