Publications

Selected Publications [Google Scholar] [Download Link]

2019+

J. Kim, S. Lim, J.-G. Lee, and B.S. Lee, "LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding," IEEE Trans. on Knowledge and Data Engineering (TKDE), accepted as regular paper (SCI). / Also, in Proc. 35th IEEE Int'l Conf. on Data Engineering (ICDE), pp. 2123-2124, Macau SAR, China, Apr. 2019 (Top-tier conference, extended abstract).
B. Choe, Y. Lin, S. Lim, J.C.S. Lui, and K. Jung, "Efficient Spread Size Approximation of Opinion Spreading in General Social Network," under revision (SCI).

2018

2017

S. Lim, "Transformation-Based Community Detection from Social Networks," IEEE Intelligent Informatics Bulletin Vol. 18, No. 1, pp. 26, Aug. 2017.
J. Kim, J.-G., Lee, and S. Lim, "Differential Flattening: A Novel Framework for Community Detection in Multi-Layer Graphs," ACM Trans. on Intelligent Systems and Technology (TIST), Vol. 8, No. 2, Article 27, Jan. 2017 (SCIE).

2016

S. Lim and J.-G. Lee, "Motif-Based Embedding for Graph Clustering," Journal of Statistical Mechanics: Theory and Experiment (JSTAT), Vol. 2016, Article 123401, Dec. 2016 (SCIE). / 2016 Qualcomm Innovation Award.

S. Lim, J. Shin, N. Kwak, and K. Jung, "Phase Transitions for Information Diffusion in Random Clustered Networks," European Physical Journal B (EPJ B), Vol. 89, No. 9, Article 188, Sep. 2016 (SCI).
S. Lim, J. Kim, and J.-G. Lee, "BlackHole: Robust Community Detection Inspired by Graph Drawing," Proc. 32nd IEEE Int'l Conf. on Data Engineering (ICDE), pp. 25-36, Helsinki, Finland, May 2016 (Top-tier conference).

2015

S. Lim, I. Jung, S. Lee, and K. Jung, "Analysis of Information Diffusion for Threshold Models on Arbitrary Networks," European Physical Journal B (EPJ B), Vol. 88, No. 8, Article 201, Aug. 2015 (SCI).
J. Kim, M. Kang, S. Lim, and J.-G. Lee, "Triangle Counting in Networks Using the Multi-Level Branching Technique," Proc. 2nd Int'l Conf. on Big Data and Smart Computing (BigComp), pp. 47-50, Jeju, Korea, Feb. 2015.

2014

S. Lim, K. Jung, and M. Andrews, "Stability of the Max-Weight Protocol in Adversarial Wireless Networks," IEEE/ACM Trans. on Networking (TON), Vol. 22, No. 6, pp. 1859-1872, Dec. 2014 (SCI).
Y. Lin, J.C.S. Lui, K. Jung, and S. Lim, "Modeling Multi-state Diffusion Process in Complex Networks: Theory and Applications," Journal of Complex Networks, Vol. 2, No. 4, pp. 431-459, Dec. 2014.
S. Lim, S. Ryu, S. Kwon, K. Jung, and J.-G. Lee, "LinkSCAN*: Overlapping Community Detection Using the Link-Space Transformation," Proc. 30th IEEE Int'l Conf. on Data Engineering (ICDE), pp. 292-303, Chicago, IL, USA, Apr. 2014 (Top-tier conference).

2013

S. Lim, K. Jung, and J.C.S. Lui, "Phase Transition of Multi-state Diffusion Process in Networks," ACM SIGMETRICS Performance Evaluation Review (PER), Vol. 41, No. 3, pp. 31-33, Dec. 2013.
Y. Lin, J.C.S. Lui, K. Jung, and S. Lim, "Modeling Multi-state Diffusion Process in Complex Networks: Theory and Applications," Proc. 9th Int'l Conf. on Signal Image Technology and Internet Based Systems (SITIS), pp. 506-513, Kyoto, Japan, Dec. 2013.

2012

S. Lim, K. Jung, and M. Andrews, "Stability of the Max-Weight Protocol in Adversarial Wireless Networks," Proc. 31st Annual IEEE Int'l Conf. on Computer Communications (INFOCOM), pp. 1251-1259, Orlando, FL, USA, Mar. 2012 (Top-tier conference). / 2012 Samsung Humantech Paper Award.