| 2024 | ACCV | Robust Visual Reinforcement Learning by Prompt Tuning. | Tung Tran, Khoat Than, Danilo Vasconcellos Vargas |
| 2023 | CogSci | Generating oscillation activity with Echo State Network to mimic the behaviour of a simple central pattern generator. | Tham Yik Foong, Danilo Vasconcellos Vargas |
| 2023 | GECCO | Curious-II: A Multi/Many-Objective Optimization Algorithm with Subpopulations based on Multi-novelty Search. | Yuzi Jiang, Danilo Vasconcellos Vargas |
| 2021 | AAAI | Continual General Chunking Problem and SyncMap. | Danilo Vasconcellos Vargas, Toshitake Asabuki |
| 2021 | IJCAI | Deep Neural Network Loses Attention to Adversarial Images. | Shashank Kotyan, Danilo Vasconcellos Vargas |
| 2020 | GECCO | Towards evolving robust neural architectures to defend from adversarial attacks. | Shashank Kotyan, Danilo Vasconcellos Vargas |
| 2020 | GECCO | Towards improvement of SUNA in multiplexers with preliminary results of simple logic gate neuron variation. | Anh Due Ta, Danilo Vasconcellos Vargas |
| 2020 | GECCO | Preliminary study of applied binary neural networks for neural cryptography. | Raul Horacio Valencia Tenorio, Chiu-Wing Sham, Danilo Vasconcellos Vargas |
| 2020 | IJCAI | Evolving Robust Neural Architectures to Defend from Adversarial Attacks. | Shashank Kotyan, Danilo Vasconcellos Vargas |
| 2020 | IJCAI | Understanding the One Pixel Attack: Propagation Maps and Locality Analysis. | Danilo Vasconcellos Vargas, Jiawei Su |
| 2019 | CEC | Universal Rules for Fooling Deep Neural Networks based Text Classification. | Di Li, Danilo Vasconcellos Vargas, Kouichi Sakurai |
| 2019 | GECCO | Batch tournament selection for genetic programming: the quality of lexicase, the speed of tournament. | Vincius Veloso de Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf |
| 2019 | GECCO | Towards solving neural networks with optimization trajectory search. | Lia T. Parsenadze, Danilo Vasconcellos Vargas, Toshiyuki Fujita |
| 2018 | COMPSAC | Lightweight Classification of IoT Malware Based on Image Recognition. | Jiawei Su, Danilo Vasconcellos Vargas, Sanjiva Prasad, Daniele Sgandurra, Yaokai Feng, Kouichi Sakurai |
| 2018 | GECCO | Introducing learning classifier systems: rules that capture complexity. | Ryan J. Urbanowicz, Danilo Vasconcellos Vargas |
| 2018 | GECCO | Evolutionary reinforcement learning: general models and adaptation. | Danilo Vasconcellos Vargas |
| 2017 | IWSEC | Evasion Attacks Against Statistical Code Obfuscation Detectors. | Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai |
| 2016 | GECCO | Curious: Searching for Unknown Regions of Space with a Subpopulation-based Algorithm. | Danilo Vasconcellos Vargas, Junichi Murata |
| 2015 | CEC | Novelty-Organizing Team of Classifiers in noisy and dynamic environments. | Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata |
| 2015 | GECCO | The Relationship Between (Un)Fractured Problems and Division of Input Space. | Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata |
| 2014 | GECCO | Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms. | Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata |
| 2013 | GECCO | Self organizing classifiers and niched fitness. | Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata |
| 2013 | GECCO | A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles. | Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata |
| 2011 | EMO | Multi-objective Phylogenetic Algorithm: Solving Multi-objective Decomposable Deceptive Problems. | Jean Paulo Martins, Antonio Helson Mineiro Soares, Danilo Vasconcellos Vargas, Alexandre Cludio Botazzo Delbem |