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Research Output 2010 2019

  • 163 Citations
  • 6 h-Index
  • 22 Conference contribution
  • 5 Article
  • 1 Chapter
  • 1 Paper
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Conference 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

Memristors
Data storage equipment
Electric power utilization
Deep neural networks
Hardware

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

Experiments

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. K., 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

Geotechnical engineering
geotechnical engineering
Seed
seed
social network
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

Memristors
Eigenvalues and eigenfunctions
Decomposition
Quantum theory
Circuit theory

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

Densification
Application programming interfaces (API)
Structural properties
Bandwidth
Data collection
1 Citation (Scopus)

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

Application programming interfaces (API)
Sampling
Bandwidth
Experiments
1 Citation (Scopus)

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

Community Structure
Dynamic Networks
Social Networks
Sampling
Query
2017
2 Citations (Scopus)

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., Apr 19 2017, Proceedings - 29th IEEE International System on Chip Conference, SOCC 2016. IEEE Computer Society, p. 317-322 6 p. 7905500

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

Memristors
Linear equations
Linear programming
Scalability
Scheduling

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

Densification
Sampling
Experiments

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

Sampling
Electric network analysis
2 Citations (Scopus)

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

Directed Network
Coverage
Maximise
Sampling
Vertex of a graph

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

Data privacy
Costs
Big data
4 Citations (Scopus)

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

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

Decomposition
Complex networks
Visualization
Proteins
Defects
5 Citations (Scopus)

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

Sampling
Application programs
2016
5 Citations (Scopus)

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

Experiments
budget
twitter
experiment
4 Citations (Scopus)

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

Data storage equipment
Spreaders
savings
Law
experiment
2 Citations (Scopus)

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

twitter
semantics
Sampling
Semantics
interaction
2014
19 Citations (Scopus)

A guide to selecting a network similarity method

Soundarajan, S., Eliassi-Rad, T. & Gallagher, B., 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Society for Industrial and Applied Mathematics Publications, Vol. 2. p. 1037-1045 9 p.

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

Complex networks
Experiments
2012
25 Citations (Scopus)

On the separability of structural classes of communities

Abrahao, B., Soundarajan, S., Hopcroft, J. & Kleinberg, R., 2012, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 624-632 9 p.

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

Set theory
Structural properties
1 Citation (Scopus)

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

Soundarajan, S. & Hopcroft, J. E., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7713 LNAI. 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

Supervised learning
Supervised Learning
Support vector machines
Predict
Directed Network
53 Citations (Scopus)

Using community information to improve the precision of link prediction methods

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

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

2010
2 Citations (Scopus)

Recovering social networks from contagion information

Soundarajan, S. & Hopcroft, J. E., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6108 LNCS. 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

Contagion
Social Networks
Model