I am a Lecturer and a Ph.D candidate in the Computer Science Department at Universidade Federal de Minas Gerais (UFMG).
My current research is focused on distributed algorithms for graph mining.
Unsupervised Joint k-node Graph Representations with Compositional Energy-based Models. Leornado Cotta, Carlos H. C. Teixeira, Ananthram Swami, Bruno Ribeiro. NeurIPS 2020 (to appear)
Arabesque: A System for Distributed Graph Mining. Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga. SOSP 2015 [pdf] [slides] [poster] [bibtex] [code]
Min-Hash Fingerprints for Graph Kernels: A Trade-off among Accuracy, Efficiency, and Compression. Carlos H. C. Teixeira, Arlei Silva, Wagner Meira Jr. SBBD 2012 [pdf] [slides] [bibtex] (Best paper award)
José Mauro de Castilho Award - Best paper of the Brazilian Symposium on Databases (SBBD), October 2012
Scientific Merit Award - given by the Brazilian Computer Society, July 2008 (Second place on Cientific Initiation Contest of 2008)
Visiting Researcher - Data Mining Lab, The Ohio State University