activity
20172025
most citedEfficient Estimation of Heat Kernel PageRank for Local Clustering

33 citations · 117 across the 16 of their papers we have counts for

collaborators

16 papers

cs.IR2025★ 1 cited

How Cohesive Are Community Search Results on Online Social Networks?: An Experimental Evaluation

Yining Zhao, Sourav S Bhowmick, Nastassja L. Fischer +1

Recently, numerous community search methods for large graphs have been proposed, at the core of which is defining and measuring cohesion. This paper experimentally evaluates the ef…

cs.CE2024

PANACEA: Towards Influence-driven Profiling of Drug Target Combinations in Cancer Signaling Networks

Baihui Xu, Sourav S Bhowmick, Jiancheng Hu

Data profiling has garnered increasing attention within the data science community, primarily focusing on structured data. In this paper, we introduce a novel framework called pana…

cs.SI2023★ 1 cited

Influence Maximization in Social Networks: A Survey

Hui Li, Susu Yang, Mengting Xu +2

Online social networks have become an important platform for people to communicate, share knowledge and disseminate information. Given the widespread usage of social media, individ…

cs.DB2023

DKWS: A Distributed System for Keyword Search on Massive Graphs (Complete Version)

Jiaxin Jiang, Byron Choi, Xin Huang +2

Due to the unstructuredness and the lack of schemas of graphs, such as knowledge graphs, social networks, and RDF graphs, keyword search for querying such graphs has been proposed.…

cs.DB2022★ 1 cited

Towards Selecting the Informative Alternative Relational Query Plans for Database Education

Hu Wang, Hui Li, Sourav S Bhowmick +1

Off-the-shelf RDBMS typically expose only the query execution plan (QEP) of an SQL query, without presenting information about representative alternative query plans (AQPs) conside…

cs.LG2022★ 2 cited

AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering

Guozhong Li, Byron Choi, Jianliang Xu +3

Time series shapelets are discriminative subsequences that have been recently found effective for time series clustering (TSC). The shapelets are convenient for interpreting the cl…