1 code implementation • 21 Jun 2023 • Jakir Hossain, Sucheta Soundarajan, Ahmet Erdem Sarıyüce
We first show that a previously proposed measure, Core Strength, does not correctly capture the core resilience of a node upon edge removals.
1 code implementation • 14 May 2021 • Zeinab S. Jalali, Krishnaram Kenthapadi, Sucheta Soundarajan
The interaction patterns of employees in social and professional networks play an important role in the success of employees and organizations as a whole.
no code implementations • 29 Aug 2019 • Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang
Memristor-based weight pruning and weight quantization have been seperately investigated and proven effectiveness in reducing area and power consumption compared to the original DNN model.
no code implementations • 7 May 2018 • James P. Canning, Emma E. Ingram, Sammantha Nowak-Wolff, Adriana M. Ortiz, Nesreen K. Ahmed, Ryan A. Rossi, Karl R. B. Schmitt, Sucheta Soundarajan
Even though the current version of this paper is withdrawn, there was no disagreement between authors on the novel work in this paper.
no code implementations • 13 Sep 2017 • James P. Canning, Emma E. Ingram, Sammantha Nowak-Wolff, Adriana M. Ortiz, Nesreen K. Ahmed, Ryan A. Rossi, Karl R. B. Schmitt, Sucheta Soundarajan
To the best of our knowledge, this paper presents the first large-scale study that tests whether network categories (e. g., social networks vs. web graphs) are distinguishable from one another (using both categories of real-world networks and synthetic graphs).
4 code implementations • 24 Feb 2017 • Kun He, Yingru Li, Sucheta Soundarajan, John E. Hopcroft
We introduce a new paradigm that is important for community detection in the realm of network analysis.
2 code implementations • 23 Jan 2015 • Kun He, Sucheta Soundarajan, Xuezhi Cao, John Hopcroft, Menglong Huang
Additionally, on both real and synthetic networks containing a hidden ground-truth community structure, HICODE uncovers this structure better than any baseline algorithms that we compared against.
Social and Information Networks Physics and Society