Her research interests include large-scale graph mining, analysis of multi-source network data, summarization, similarity and matching, and anomaly detection. She won an ARO Young Investigator award in 2018, the 2016 ACM SIGKDD Dissertation award, and an honorable mention for the SCS Doctoral Dissertation Award (CMU). She holds one 'rate-1' patent and six (pending) patents on bipartite graph alignment; has multiple papers in top data mining conferences, including 5 award-winning papers. She is the Program Director of the SIAG on Data Mining and Analytics, an Associate Editor of ACM TKDD, a Demo co-chair for ICDM'18. She was SIGKDD Cup co-chair in '17, Ph.D. Forum co-chair for ICDM'17, publicity co-chair for SDM'17, and has co-organized 3 tutorials and 3 workshops.