| 2026 | ESANN | On the Components That Enable Robust Generalization in HAR Models. | Otvio O. Napoli, Edson Borin |
| 2025 | ACNS | Homomorphic WiSARDs: Efficient Weightless Neural Network Training over Encrypted Data. | Leonardo Neumann, Antonio Guimares, Diego F. Aranha, Edson Borin |
| 2025 | CC | Fusion of Operators of Computational Graphs via Greedy Clustering: The XNNC Experience. | Michael Canesche, Vanderson Martins do Rosario, Edson Borin, Fernando Magno Quinto Pereira |
| 2025 | ESANN | On Domain Generalization for Human Activity Recognition with Mix-Based Methods. | Otvio O. Napoli, Edson Borin |
| 2025 | SBAC-PAD | SPINN: a Tool for Distributed Patch Inference on Massive Data Samples. | Joo Serdio, Jlio Csar Faracco, Fernando Gubitoso, Otvio O. Napoli, Alan Souza, Daniel Miranda, Carlos A. Astudillo, Edson Borin |
| 2024 | UCC | Towards a Scalable and Cost Efficient Serverless Scheduler for Dask. | Carlos Eduardo Millani, Carlos A. Astudillo, Edson Borin |
| 2023 | ESANN | Efficient Knowledge Aggregation Methods for Weightless Neural Networks. | Otvio Oliveira Napoli, Ana Maria de Almeida, Jos Miguel Sales Dias, Lus Brs Rosrio, Edson Borin, Maurcio Breternitz Jr. |
| 2023 | ICCCN | A Self-Distributing System Framework for the Computing Continuum. | Roberto Rodrigues Filho, Renato S. Dias, Joo Serdio, Barry Porter, Fbio M. Costa, Edson Borin, Luiz F. Bittencourt |
| 2023 | SBAC-PAD | Computing seismic attributes with deep-learning models. | Ncolas Hecker, Otvio O. Napoli, Carlos A. Astudillo, Joo Paulo Navarro, Alan Souza, Daniel Miranda, Leandro A. Villas, Edson Borin |
| 2022 | SBAC-PAD | Homomorphic evaluation of large look-up tables for inference on human genome data in the cloud. | Antonio Guimares, Leonardo Neumann, Fernanda A. Andal, Diego F. Aranha, Edson Borin |
| 2021 | SBAC-PAD | CLAP-Bot: a framework for automatic optimization of high-performance elastic applications on the Clouds. | Otvio Oliveira Napoli, Gustavo Ciotto Pinton, Edson Borin |
| 2021 | SBAC-PAD | Employing Simulation to Facilitate the Design of Dynamic Binary Translators. | Vanderson Martins do Rosario, Raphael Zinsly, Sandro Rigo, Edson Borin |
| 2021 | SBAC-PAD | Quantifying and detecting HPC resource wastage in cloud environments. | William F. C. Tavares, Marcio Roberto Miranda Assis, Edson Borin |
| 2021 | SBAC-PAD | Selecting efficient VM types to train deep learning models on Amazon SageMaker. | Rafael Keller Tesser, Alvaro Marques, Edson Borin |
| 2021 | UCC | Leveraging vCPU-utilization rates to select cost-efficient VMs for parallel workloads. | William F. C. Tavares, Marcio R. M. Assis, Edson Borin |
| 2019 | SBAC-PAD | Improving Virtual Machine Consolidation for Heterogeneous Cloud Computing Datacenters. | Joo Antonio Magri Rodrigues, Fabola Martins Campos de Oliveira, Renata Spolon Lobato, Roberta Spolon Ulson, Aleardo Manacero, Edson Borin |
| 2019 | SBAC-PAD | Efficiency and Scalability of Multi-lane Capsule Networks (MLCN). | Vanderson Martins do Rosrio, Maurcio Breternitz, Edson Borin |
| 2019 | UCC | Selecting Efficient Cloud Resources for HPC Workloads. | Jeferson Rech Brunetta, Edson Borin |
| 2019 | UCC | Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications. | Eva Maia Malta, Sandra Avila, Edson Borin |
| 2018 | ISPASS | The Alberta Workloads for the SPEC CPU 2017 Benchmark Suite. | Jos Nelson Amaral, Edson Borin, Dylan R. Ashley, Caian Benedicto, Elliot Colp, Joao Henrique Stange Hoffmam, Marcus Karpoff, Erick Ochoa, Morgan Redshaw, Raphael Ernani Rodrigues |
| 2018 | SBAC-PAD | Partitioning Convolutional Neural Networks for Inference on Constrained Internet-of-Things Devices. | Fabola Martins Campos de Oliveira, Edson Borin |
| 2017 | SBAC-PAD | The Case for Flexible ISAs: Unleashing Hardware and Software. | Rafael Auler, Edson Borin |
| 2017 | SBAC-PAD | Beyond the Fog: Bringing Cross-Platform Code Execution to Constrained IoT Devices. | Flavia Pisani, Jeferson Rech Brunetta, Vanderson Martins do Rosario, Edson Borin |
| 2016 | HPCC | An Evaluation of Segmented Sorting Strategies on GPUs. | Rafael F. Schmid, Flavia Pisani, Edson Borin, Edson Cceres |
| 2016 | SBAC-PAD | PY-PITS: A Scalable Python Runtime System for the Computation of Partially Idempotent Tasks. | Edson Borin, Caian Benedicto, Ian L. Rodrigues, Flavia Pisani, Martin Tygel, Maurcio Breternitz |
| 2016 | SBAC-PAD | A Comparative Study of SYCL, OpenCL, and OpenMP. | Hrcules Cardoso da Silva, Flavia Pisani, Edson Borin |
| 2015 | ISCA | SHRINK: reducing the ISA complexity via instruction recycling. | Bruno Cardoso Lopes, Rafael Auler, Luiz Ramos, Edson Borin, Rodolfo Azevedo |
| 2015 | PPoPP | Performance implications of dynamic memory allocators on transactional memory systems. | Alexandro Baldassin, Edson Borin, Guido Araujo |
| 2014 | CC | Addressing JavaScript JIT Engines Performance Quirks: A Crowdsourced Adaptive Compiler. | Rafael Auler, Edson Borin, Peli de Halleux, Michal Moskal, Nikolai Tillmann |
| 2014 | SBAC-PAD | Leveraging Optimization Methods for Dynamically Assisted Control-Flow Integrity Mechanisms. | Joo Moreira, Lucas Teixeira, Edson Borin, Sandro Rigo |
| 2013 | SBAC-PAD | Image Re-ranking Acceleration on GPUs. | Daniel Carlos Guimares Pedronette, Ricardo da Silva Torres, Edson Borin, Maurcio Breternitz Jr. |
| 2012 | ISPA | Efficient Image Re-Ranking Computation on GPUs. | Daniel Carlos Guimares Pedronette, Ricardo da Silva Torres, Edson Borin, Maurcio Breternitz Jr. |
| 2012 | RSP | An ArchC approach for automatic energy consumption characterization of processors. | Marcelo Guedes, Rafael Auler, Edson Borin, Rodolfo Azevedo |
| 2012 | SBAC-PAD | ACCGen: An Automatic ArchC Compiler Generator. | Rafael Auler, Paulo Centoducatte, Edson Borin |
| 2011 | CGO | LAR-CC: Large atomic regions with conditional commits. | Edson Borin, Youfeng Wu, Maurcio Breternitz Jr., Cheng Wang |
| 2011 | CGO | A HW/SW co-designed heterogeneous multi-core virtual machine for energy-efficient general purpose computing. | Youfeng Wu, Shiliang Hu, Edson Borin, Cheng Wang |
| 2011 | SBAC-PAD | Structure-Constrained Microcode Compression. | Edson Borin, Guido Araujo, Maurcio Breternitz Jr., Youfeng Wu |
| 2010 | CGO | TAO: two-level atomicity for dynamic binary optimizations. | Edson Borin, Youfeng Wu, Cheng Wang, Wei Liu, Maurcio Breternitz Jr., Shiliang Hu, Esfir Natanzon, Shai Rotem, Roni Rosner |
| 2010 | ISCA | Trace Execution Automata in Dynamic Binary Translation. | Joo Paulo Porto, Guido Araujo, Edson Borin, Youfeng Wu |
| 2009 | ICS | Dynamic parallelization of single-threaded binary programs using speculative slicing. | Cheng Wang, Youfeng Wu, Edson Borin, Shiliang Hu, Wei Liu, Dave Sager, Tin-Fook Ngai, Jesse Fang |
| 2006 | CGO | Software-Based Transparent and Comprehensive Control-Flow Error Detection. | Edson Borin, Cheng Wang, Youfeng Wu, Guido Araujo |
| 2006 | ICCD | Clustering-Based Microcode Compression. | Edson Borin, Maurcio Breternitz Jr., Youfeng Wu, Guido Araujo |