Leandro Santiago de Araújo

24 papers B 5C 2Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 C conf
A Ship Detection Technique Using Weightless Neural Networks.
FUSION
Adriano G. Pereira, Claudio M. de Farias, Leandro Santiago de Araújo
2025 — conf
Quantitative Analysis of Visual XAI for Multiclass DeepFake Detection Based on CNN.
SIBGRAPI
Leandro Santiago de Araújo, Flávio Luiz Seixas, Adriano Lima e Souza, Laura Tissi Tracierra Rezende, Hugo Coutinho Dutra, Miguel D. de S. Wanderley, Italo Antonio Duarte de Oliveira
2025 J jnl
Time series forecasting for multidimensional telemetry data based on Generative Adversarial Network in a Digital Twin.
J. Comput. Sci.
Joao Carmo de Almeida Neto, Leandro Santiago de Araújo, Leopoldo A. D. Lusquino Filho, Claudio Miceli de Farias
2025 J jnl
Time series forecasting for multidimensional telemetry data using GAN and BiLSTM in a Digital Twin.
CoRR
Joao Carmo de Almeida Neto, Claudio Miceli de Farias, Leandro Santiago de Araújo, Leopoldo A. D. Lusquino Filho
2023 J jnl
A conditional branch predictor based on weightless neural networks.
Neurocomputing
Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
2023 — conf
GSink - A Runtime for Gamma Programs and its CGRA Mapping Proposal.
IPDPS Workshops
Rui Rodrigues de Mello Junior, Gabriel Antoine Louis Paillard, Leandro Santiago de Araújo, Pedro C. Diniz, Felipe M. G. França
2023 J jnl
ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks.
CoRR
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz Jr., Lizy K. John
2023 J jnl
ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks.
ACM Trans. Archit. Code Optim.
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis A. Q. Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
2022 B conf
A WiSARD-based conditional branch predictor.
ESANN
Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz Jr., Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
2022 B conf
Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks.
ESANN
Alan T. L. Bacellar, Zachary Susskind, Luis A. Q. Villon, Igor D. S. Miranda, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Maurício Breternitz Jr., Lizy K. John, Priscila M. V. Lima, Felipe M. G. França
2022 — conf
LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks.
ASAP
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Diego Leonel Cadette Dutra, Leandro Santiago de Araújo, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John, Maurício Breternitz
2022 B conf
Pruning Weightless Neural Networks.
ESANN
Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Igor D. S. Miranda, Maurício Breternitz Jr., Lizy K. John
2022 B conf
Weightless Neural Networks for Efficient Edge Inference.
PACT
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
2022 J jnl
Weightless Neural Networks for Efficient Edge Inference.
CoRR
Zachary Susskind, Aman Arora, Igor Dantas dos Santos Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila Machado Vieira Lima, Felipe Maia Galvão França, Maurício Breternitz Jr., Lizy K. John
2021 J jnl
Gamma - General Abstract Model for Multiset mAnipulation and dynamic dataflow model: An equivalence study.
Concurr. Comput. Pract. Exp.
Rui Rodrigues de Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel A. L. Paillard, Felipe M. G. França
2020 — conf
Building a portable deeply-nested implicit information flow tracking.
CF
Leandro Santiago de Araújo, Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França, Israel Koren, Sandip Kundu
2020 C conf
Fluid computing: interest-based communication in dataflow/multiset rewriting computing.
EATIS
Rui Rodrigues de Mello Junior, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Gabriel Antoine Louis Paillard, Claudio Luis de Amorim, Felipe Maia Galvão França
2020 — conf
Reliability Evaluation of Compressed Deep Learning Models.
LASCAS
Brunno F. Goldstein, Sudarshan Srinivasan, Dipankar Das, Kunal Banerjee, Leandro Santiago de Araújo, Victor da Cruz Ferreira, Alexandre Solon Nery, Sandip Kundu, Felipe M. G. França
2019 J jnl
Design of Robust, High-Entropy Strong PUFs via Weightless Neural Network.
J. Hardw. Syst. Secur.
Leandro Santiago de Araújo, Vinay C. Patil, Charles B. Prado, Tiago A. O. Alves, Leandro A. J. Marzulo, Felipe M. G. França, Sandip Kundu
2019 — conf
Efficient Testing of Physically Unclonable Functions for Uniqueness.
ATS
Leandro Santiago de Araújo, Vinay C. Patil, Leandro Augusto Justen Marzulo, Felipe Maia Galvão França, Sandip Kundu
2019 — conf
Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation.
IPDPS Workshops
Rui Rodrigues de Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel Paillard, Felipe M. G. França
2019 — conf
Hardware-Accelerated Similarity Search with Multi-Index Hashing.
DASC/PiCom/DataCom/CyberSciTech
Leandro Santiago de Araújo, Victor da Cruz Ferreira, Brunno Figueiroa Goldstein, Alexandre Solon Nery, Leandro Augusto Justen Marzulo, Sandip Kundu, Felipe Maia Galvão França
2019 B conf
Memory Efficient Weightless Neural Network using Bloom Filter.
ESANN
Leandro Santiago de Araújo, Letícia Dias Verona, Fábio Medeiros Rangel, Fabrício Firmino de Faria, Daniel Sadoc Menasché, Wouter Caarls, Maurício Breternitz, Sandip Kundu, Priscila Machado Vieira Lima, Felipe Maia Galvão França
2018 J jnl
Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation.
CoRR
Rui Rodrigues de Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel Antoine Louis Paillard, Felipe M. G. França