Danilo Vasconcellos Vargas

95 papers A* 1A 2B 3C 1Misc 1Journal 53Unranked 33

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Knowledge graph embedding based on hybrid circular convolutional neural network and attention fusion mechanism for link prediction. Neurocomputing Qien Yu, Danilo Vasconcellos Vargas
2026	J	`jnl`	LCA: Local Classifier Alignment for Continual Learning. CoRR Tung Tran, Danilo Vasconcellos Vargas, Khoat Than
2025	J	`jnl`	Beyond KV caching: Shared attention for efficient LLMs. Neurocomputing Bingli Liao, Danilo Vasconcellos Vargas
2025	J	`jnl`	Individual vs. group dynamics: Impacts on equilibrium states in self-organizing systems. Neurocomputing Xueyuan Li, Danilo Vasconcellos Vargas
2025	J	`jnl`	Knowledge graph embedding based on embedding permutation and high-frequency feature fusion for link prediction. Neurocomputing Qien Yu, Danilo Vasconcellos Vargas
2025	J	`jnl`	Robust Nonlinear Dynamics Conditions That Arise in Self-oscillatory Networks. J. Inf. Process. Tham Yik Foong, Danilo Vasconcellos Vargas
2025	J	`jnl`	SycnMapV2: Robust and Adaptive Unsupervised Segmentation. CoRR Heng Zhang, Zikang Wan, Danilo Vasconcellos Vargas
2025	J	`jnl`	Toward Immersive Computational Storytelling: Card-Framework for Enhanced Persona-Driven Dialogues. IEEE Trans. Games Bingli Liao, Danilo Vasconcellos Vargas
2025	J	`jnl`	k* Distribution: Evaluating the Latent Space of Deep Neural Networks Using Local Neighborhood Analysis. IEEE Trans. Neural Networks Learn. Syst. Shashank Kotyan, Tatsuya Ueda, Danilo Vasconcellos Vargas
2024	J	`jnl`	Adapting to Covariate Shift in Real-time by Encoding Trees with Motion Equations. CoRR Tham Yik Foong, Heng Zhang, Mao Po Yuan, Danilo Vasconcellos Vargas
2024	J	`jnl`	Attention-Driven Reasoning: Unlocking the Potential of Large Language Models. CoRR Bingli Liao, Danilo Vasconcellos Vargas
2024	J	`jnl`	Beyond KV Caching: Shared Attention for Efficient LLMs. CoRR Bingli Liao, Danilo Vasconcellos Vargas
2024	J	`jnl`	EvoSeed: Unveiling the Threat on Deep Neural Networks with Real-World Illusions. CoRR Shashank Kotyan, Poyuan Mao, Danilo Vasconcellos Vargas
2024	—	`conf`	Extending Token Computation for LLM Reasoning. CSAI Bingli Li, Danilo Vasconcellos Vargas
2024	J	`jnl`	Improving robustness for vision transformer with a simple dynamic scanning augmentation. Neurocomputing Shashank Kotyan, Danilo Vasconcellos Vargas
2024	J	`jnl`	Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models. CoRR Shashank Kotyan, Pin-Yu Chen, Danilo Vasconcellos Vargas
2024	—	`conf`	Robust Visual Reinforcement Learning by Prompt Tuning. ACCV (9) Tung Tran, Khoat Than, Danilo Vasconcellos Vargas
2023	J	`jnl`	A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine Learning. IEEE Access Heng Zhang, Danilo Vasconcellos Vargas
2023	J	`jnl`	A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine Learning. CoRR Heng Zhang, Danilo Vasconcellos Vargas
2023	—	`conf`	Curious-II: A Multi/Many-Objective Optimization Algorithm with Subpopulations based on Multi-novelty Search. GECCO Companion Yuzi Jiang, Danilo Vasconcellos Vargas
2023	J	`jnl`	Dynamical Equations With Bottom-up Self-Organizing Properties Learn Accurate Dynamical Hierarchies Without Any Loss Function. CoRR Danilo Vasconcellos Vargas, Tham Yik Foong, Heng Zhang
2023	J	`jnl`	Generating Oscillation Activity with Echo State Network to Mimic the Behavior of a Simple Central Pattern Generator. CoRR Tham Yik Foong, Danilo Vasconcellos Vargas
2023	B	`conf`	Generating oscillation activity with Echo State Network to mimic the behaviour of a simple central pattern generator. CogSci Tham Yik Foong, Danilo Vasconcellos Vargas
2023	J	`jnl`	Improving Robustness for Vision Transformer with a Simple Dynamic Scanning Augmentation. CoRR Shashank Kotyan, Danilo Vasconcellos Vargas
2023	J	`jnl`	Magnum: Tackling high-dimensional structures with self-organization. Neurocomputing Poyuan Mao, Yikfoong Tham, Heng Zhang, Danilo Vasconcellos Vargas
2023	J	`jnl`	Symmetrical SyncMap for Imbalanced General Chunking Problems. CoRR Heng Zhang, Danilo Vasconcellos Vargas
2023	J	`jnl`	Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models. CoRR Poyuan Mao, Shashank Kotyan, Tham Yik Foong, Danilo Vasconcellos Vargas
2023	J	`jnl`	The Challenges of Image Generation Models in Generating Multi-Component Images. CoRR Tham Yik Foong, Shashank Kotyan, Poyuan Mao, Danilo Vasconcellos Vargas
2023	J	`jnl`	Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning. CoRR Shashank Kotyan, Danilo Vasconcellos Vargas
2023	J	`jnl`	Towards Improving Robustness Against Common Corruptions using Mixture of Class Specific Experts. CoRR Shashank Kotyan, Danilo Vasconcellos Vargas
2023	J	`jnl`	k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis. CoRR Shashank Kotyan, Tatsuya Ueda, Danilo Vasconcellos Vargas
2022	—	`conf`	Image Generation from Text and Segmentation. CANDARW Masato Osugi, Danilo Vasconcellos Vargas
2022	—	`conf`	Understanding SyncMap's Dynamics and Its Self-organization Properties: A Space-time Analysis. AICCC Heng Zhang, Danilo Vasconcellos Vargas
2022	—	`conf`	Understanding SyncMap: Analyzing the components of Its Dynamical Equation. AICCC Tham Yik Foong, Danilo Vasconcellos Vargas
2021	A*	`conf`	Continual General Chunking Problem and SyncMap. AAAI Danilo Vasconcellos Vargas, Toshitake Asabuki
2021	—	`conf`	Deep Neural Network Loses Attention to Adversarial Images. AISafety@IJCAI Shashank Kotyan, Danilo Vasconcellos Vargas
2021	J	`jnl`	Deep neural network loses attention to adversarial images. CoRR Shashank Kotyan, Danilo Vasconcellos Vargas
2021	—	`conf`	Parameter Optimization via CMA-ES for Implementation in the Active Control of Magnetic Pillar Arrays. CYBCONF Suparat Gaysornkaew, Danilo Vasconcellos Vargas, Fujio Tsumori
2021	—	`conf`	Preliminary Results for Subpopulation Algorithm Based on Novelty (SAN) Compared with the State of the Art. CYBCONF Yuzi Jiang, Danilo Vasconcellos Vargas
2021	—	`conf`	Towards Evaluating the Representation Learned by Variational AutoEncoders. SICE Tatsuya Ueda, Danilo Vasconcellos Vargas
2021	—	`conf`	Towards Learning Hierarchical Structures with SyncMap. CYBCONF Tham Yik Foong, Danilo Vasconcellos Vargas
2021	—	`conf`	Towards Understanding The Space of Unrobust Features of Neural Networks. CYBCONF Bingli Liao, Takahiro Kanzaki, Danilo Vasconcellos Vargas
2020	J	`jnl`	Continual General Chunking Problem and SyncMap. CoRR Danilo Vasconcellos Vargas, Toshitake Asabuki
2020	—	`conf`	Evolving Robust Neural Architectures to Defend from Adversarial Attacks. AISafety@IJCAI Shashank Kotyan, Danilo Vasconcellos Vargas
2020	—	`ch.`	One-Pixel Attack: Understanding and Improving Deep Neural Networks with Evolutionary Computation. Deep Neural Evolution Danilo Vasconcellos Vargas
2020	J	`jnl`	Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation. CoRR Danilo Vasconcellos Vargas, Bingli Liao, Takahiro Kanzaki
2020	—	`conf`	Preliminary study of applied binary neural networks for neural cryptography. GECCO Companion Raul Horacio Valencia Tenorio, Chiu-Wing Sham, Danilo Vasconcellos Vargas
2020	—	`conf`	Towards evolving robust neural architectures to defend from adversarial attacks. GECCO Companion Shashank Kotyan, Danilo Vasconcellos Vargas
2020	—	`conf`	Towards improvement of SUNA in multiplexers with preliminary results of simple logic gate neuron variation. GECCO Companion Anh Due Ta, Danilo Vasconcellos Vargas
2020	—	`conf`	Understanding the One Pixel Attack: Propagation Maps and Locality Analysis. AISafety@IJCAI Danilo Vasconcellos Vargas, Jiawei Su
2019	J	`jnl`	Attacking convolutional neural network using differential evolution. IPSJ Trans. Comput. Vis. Appl. Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai
2019	J	`jnl`	Batch Tournament Selection for Genetic Programming. CoRR Vinícius Veloso de Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf
2019	A	`conf`	Batch tournament selection for genetic programming: the quality of lexicase, the speed of tournament. GECCO Vinícius Veloso de Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf
2019	J	`jnl`	Evolving Robust Neural Architectures to Defend from Adversarial Attacks. CoRR Danilo Vasconcellos Vargas, Shashank Kotyan
2019	—	`conf`	Frame Difference Generative Adversarial Networks: Clearer Contour Video Generating. CANDAR Workshops Rui Qiu, Danilo Vasconcellos Vargas, Kouichi Sakurai
2019	J	`jnl`	General Subpopulation Framework and Taming the Conflict Inside Populations. CoRR Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano, Alexandre Cláudio Botazzo Delbem
2019	J	`jnl`	Model Agnostic Dual Quality Assessment for Adversarial Machine Learning and an Analysis of Current Neural Networks and Defenses. CoRR Danilo Vasconcellos Vargas, Shashank Kotyan
2019	J	`jnl`	One Pixel Attack for Fooling Deep Neural Networks. IEEE Trans. Evol. Comput. Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai
2019	—	`conf`	Self Training Autonomous Driving Agent. SICE Shashank Kotyan, Danilo Vasconcellos Vargas, Venkanna Udutalapally
2019	J	`jnl`	Self Training Autonomous Driving Agent. CoRR Shashank Kotyan, Danilo Vasconcellos Vargas, Venkanna Udutalapally
2019	J	`jnl`	Spectrum-Diverse Neuroevolution with Unified Neural Models. CoRR Danilo Vasconcellos Vargas, Junichi Murata
2019	J	`jnl`	Tackling Unit Commitment and Load Dispatch Problems Considering All Constraints with Evolutionary Computation. CoRR Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano
2019	—	`conf`	Towards solving neural networks with optimization trajectory search. GECCO (Companion) Lia T. Parsenadze, Danilo Vasconcellos Vargas, Toshiyuki Fujita
2019	J	`jnl`	Uncovering Why Deep Neural Networks Lack Robustness: Representation Metrics that Link to Adversarial Attacks. CoRR Danilo Vasconcellos Vargas, Shashank Kotyan, Moe Matsuki
2019	J	`jnl`	Understanding the One-Pixel Attack: Propagation Maps and Locality Analysis. CoRR Danilo Vasconcellos Vargas, Jiawei Su
2019	B	`conf`	Universal Rules for Fooling Deep Neural Networks based Text Classification. CEC Di Li, Danilo Vasconcellos Vargas, Kouichi Sakurai
2019	J	`jnl`	Universal Rules for Fooling Deep Neural Networks based Text Classification. CoRR Di Li, Danilo Vasconcellos Vargas, Kouichi Sakurai
2018	—	`conf`	A New Design for Evaluating Moving Target Defense System. CANDAR Workshops Wai Kyi Kyi Oo, Hiroshi Koide, Danilo Vasconcellos Vargas, Kouichi Sakurai
2018	J	`jnl`	Attacking Convolutional Neural Network using Differential Evolution. CoRR Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai
2018	J	`jnl`	Contingency Training. CoRR Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2018	—	`conf`	Empirical Evaluation on Robustness of Deep Convolutional Neural Networks Activation Functions Against Adversarial Perturbation. CANDAR Workshops Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai
2018	—	`conf`	Evolutionary reinforcement learning: general models and adaptation. GECCO (Companion) Danilo Vasconcellos Vargas
2018	—	`conf`	Introducing learning classifier systems: rules that capture complexity. GECCO (Companion) Ryan J. Urbanowicz, Danilo Vasconcellos Vargas
2018	—	`conf`	Lightweight Classification of IoT Malware Based on Image Recognition. COMPSAC (2) Jiawei Su, Danilo Vasconcellos Vargas, Sanjiva Prasad, Daniele Sgandurra, Yaokai Feng, Kouichi Sakurai
2018	J	`jnl`	Lightweight Classification of IoT Malware based on Image Recognition. CoRR Jiawei Su, Danilo Vasconcellos Vargas, Sanjiva Prasad, Daniele Sgandurra, Yaokai Feng, Kouichi Sakurai
2018	—	`conf`	Neural Cryptography Based on the Topology Evolving Neural Networks. CANDAR Workshops Yuetong Zhu, Danilo Vasconcellos Vargas, Kouichi Sakurai
2018	J	`jnl`	Novelty-organizing team of classifiers in noisy and dynamic environments. CoRR Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2018	J	`jnl`	Self Organizing Classifiers and Niched Fitness. CoRR Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2018	J	`jnl`	Self Organizing Classifiers: First Steps in Structured Evolutionary Machine Learning. CoRR Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2018	—	`conf`	Tracing MIRAI Malware in Networked System. CANDAR Workshops Yao Xu, Hiroshi Koide, Danilo Vasconcellos Vargas, Kouichi Sakurai
2017	—	`conf`	Effectively Protect Your Privacy: Enabling Flexible Privacy Control on Web Tracking. CANDAR Shiqian Yu, Danilo Vasconcellos Vargas, Kouichi Sakurai
2017	Misc	`conf`	Evasion Attacks Against Statistical Code Obfuscation Detectors. IWSEC Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai
2017	J	`jnl`	One pixel attack for fooling deep neural networks. CoRR Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai
2017	J	`jnl`	Spectrum-Diverse Neuroevolution With Unified Neural Models. IEEE Trans. Neural Networks Learn. Syst. Danilo Vasconcellos Vargas, Junichi Murata
2016	—	`conf`	Curious: Searching for Unknown Regions of Space with a Subpopulation-based Algorithm. GECCO (Companion) Danilo Vasconcellos Vargas, Junichi Murata
2015	J	`jnl`	General Subpopulation Framework and Taming the Conflict Inside Populations. Evol. Comput. Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano, Alexandre Cláudio Botazzo Delbem
2015	B	`conf`	Novelty-Organizing Team of Classifiers in noisy and dynamic environments. CEC Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2015	—	`conf`	The Relationship Between (Un)Fractured Problems and Division of Input Space. GECCO (Companion) Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2014	—	`conf`	Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms. GECCO (Companion) Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2013	—	`conf`	A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles. GECCO (Companion) Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2013	—	`conf`	Continuous adaptive reinforcement learning with the evolution of Self Organizing Classifiers. ICDL-EPIROB Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2013	A	`conf`	Self organizing classifiers and niched fitness. GECCO Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2013	J	`jnl`	Self organizing classifiers: first steps in structured evolutionary machine learning. Evol. Intell. Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
2011	C	`conf`	Multi-objective Phylogenetic Algorithm: Solving Multi-objective Decomposable Deceptive Problems. EMO Jean Paulo Martins, Antonio Helson Mineiro Soares, Danilo Vasconcellos Vargas, Alexandre Cláudio Botazzo Delbem
2011	J	`jnl`	Phylogenetic Differential Evolution. Int. J. Nat. Comput. Res. Vinícius Veloso de Melo, Danilo Vasconcellos Vargas, Márcio Kassouf Crocomo