Leonardo Lucio Custode

47 papers A* 1A 3B 3Misc 2Journal 22Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A TinyML Approach for the Classification of Bean Crop Diseases. VTC2025-Spring Mir Hassan, Wamiq Raza, Varvara Fadeeva, Leonardo Lucio Custode, Giovanni Iacca
2025	J	`jnl`	A customer behavior-driven clustering method in the planogram design domain. Appl. Soft Comput. Francesco Silverio, Mario Cantalupo, Leonardo Lucio Custode, Giovanni Iacca
2025	A	`conf`	Grammar-Guided Evolutionary Search for Discrete Prompt Optimisation. ECAI Muzhaffar Hazman, Minh-Khoi Pham, Shweta Soundararajan, Goncalo Mordido, Leonardo Lucio Custode, David Lynch, Giorgio Cruciata, Yucheng Shi, Hongmeng Song, Wang Chao, Pan Yue, Aleksandar Milenovic, Alexandros Agapitos
2025	J	`jnl`	Grammar-Guided Evolutionary Search for Discrete Prompt Optimisation. CoRR Muzhaffar Hazman, Minh-Khoi Pham, Shweta Soundararajan, Goncalo Mordido, Leonardo Lucio Custode, David Lynch, Giorgio Cruciata, Yucheng Shi, Hongmeng Song, Wang Chao, Pan Yue, Aleksandar Milenovic, Alexandros Agapitos
2025	—	`conf`	Interactive Evolutionary Optimization of Visual Explainable AI through Gestalt Principles with Human Feedback. GECCO Companion Doina Bucur, Sara Miotto, Leonardo Lucio Custode, Chiara Camilla Rambaldi Migliore, Giovanni Iacca
2025	J	`jnl`	Quality-diversity optimization of decision trees for interpretable reinforcement learning. Neural Comput. Appl. Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
2025	A*	`conf`	SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks. AAAI Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode, Bruno Lepri, Giovanni Iacca
2025	—	`conf`	Social Interpretable Reinforcement Learning. EvoApplications (2) Leonardo Lucio Custode, Giovanni Iacca
2025	J	`jnl`	Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training. Trans. Mach. Learn. Res. Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
2024	—	`conf`	An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. GECCO Companion Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca
2024	J	`jnl`	An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. CoRR Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca
2024	—	`conf`	Comparing Large Language Models and Grammatical Evolution for Code Generation. GECCO Companion Leonardo Lucio Custode, Chiara Camilla Rambaldi Migliore, Marco Roveri, Giovanni Iacca
2024	Misc	`conf`	Fast-Inf: Ultra-Fast Embedded Intelligence on the Batteryless Edge. SenSys Leonardo Lucio Custode, Pietro Farina, Eren Yildiz, Renan Beran Kilic, Kasim Sinan Yildirim, Giovanni Iacca
2024	—	`conf`	Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. GECCO Companion Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
2024	J	`jnl`	Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. CoRR Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
2024	A	`conf`	NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks. GECCO Leonardo Lucio Custode, Ivanoe De Falco, Antonio Della Cioppa, Giovanni Iacca, Umberto Scafuri
2024	J	`jnl`	SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks. CoRR Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode, Bruno Lepri, Giovanni Iacca
2024	J	`jnl`	Social Interpretable Reinforcement Learning. CoRR Leonardo Lucio Custode, Giovanni Iacca
2024	J	`jnl`	Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training. CoRR Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
2023	J	`jnl`	A population-based approach for multi-agent interpretable reinforcement learning. Appl. Soft Comput. Marco Crespi, Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
2023	J	`jnl`	Evolutionary Learning of Interpretable Decision Trees. IEEE Access Leonardo Lucio Custode, Giovanni Iacca
2023	—	`—`	Evolutionary Optimization of Decision Trees for Interpretable Reinforcement Learning. Leonardo Lucio Custode
2023	B	`conf`	FedEdge: Federated Learning with Docker and Kubernetes forScalable and Efficient Edge Computing. EWSN Mir Hassan, Leonardo Lucio Custode, Kasim Sinan Yildirim, Giovanni Iacca
2023	J	`jnl`	Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees. Appl. Soft Comput. Leonardo Lucio Custode, Federico Mento, Francesco Tursi, Andrea Smargiassi, Riccardo Inchingolo, Tiziano Perrone, Libertario Demi, Giovanni Iacca
2023	Misc	`conf`	Quality Diversity Evolutionary Learning of Decision Trees. SAC Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
2022	J	`jnl`	Evolutionary Optimization of Spiking Neural P Systems for Remaining Useful Life Prediction. Algorithms Leonardo Lucio Custode, Hyunho Mo, Andrea Ferigo, Giovanni Iacca
2022	—	`conf`	Genetic Improvement of TCP Congestion Avoidance. BIOMA Alberto Carbognin, Leonardo Lucio Custode, Giovanni Iacca
2022	—	`conf`	Interpretable AI for policy-making in pandemics. GECCO Companion Leonardo Lucio Custode, Giovanni Iacca
2022	J	`jnl`	Interpretable AI for policy-making in pandemics. CoRR Leonardo Lucio Custode, Giovanni Iacca
2022	J	`jnl`	Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs. CoRR Leonardo Lucio Custode, Giovanni Iacca
2022	—	`conf`	Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs. GECCO Companion Leonardo Lucio Custode, Giovanni Iacca
2022	B	`conf`	Neuroevolution of Spiking Neural P Systems. EvoApplications Leonardo Lucio Custode, Hyunho Mo, Giovanni Iacca
2022	J	`jnl`	Quality Diversity Evolutionary Learning of Decision Trees. CoRR Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
2022	—	`conf`	SASH: Safe Autonomous Self-Healing. ICSOC Workshops Gary White, Leonardo Lucio Custode, Owen O'Brien
2022	—	`conf`	Towards Interpretable Policies in Multi-agent Reinforcement Learning Tasks. BIOMA Marco Crespi, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	A Signal-Centric Perspective on the Evolution of Symbolic Communication. CoRR Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
2021	—	`conf`	A co-evolutionary approach to interpretable reinforcement learning in environments with continuous action spaces. SSCI Leonardo Lucio Custode, Giovanni Iacca
2021	A	`conf`	A signal-centric perspective on the evolution of symbolic communication. GECCO Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	Black-box adversarial attacks using Evolution Strategies. CoRR Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
2021	—	`conf`	Black-box adversarial attacks using evolution strategies. GECCO Companion Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	Evolutionary neural architecture search for remaining useful life prediction. Appl. Soft Comput. Hyunho Mo, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	Genetic Improvement of Routing Protocols for Delay Tolerant Networks. CoRR Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	Genetic Improvement of Routing Protocols for Delay Tolerant Networks. ACM Trans. Evol. Learn. Optim. Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
2021	—	`conf`	Genetic improvement of routing in delay tolerant networks. GECCO Companion Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
2021	—	`conf`	One run to attack them all: finding simultaneously multiple targeted adversarial perturbations. SSCI Leonardo Lucio Custode, Giovanni Iacca
2020	B	`conf`	A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks. EvoApplications Leonardo Lucio Custode, Ciro Lucio Tecce, Illya Bakurov, Mauro Castelli, Antonio Della Cioppa, Leonardo Vanneschi
2020	J	`jnl`	Evolutionary learning of interpretable decision trees. CoRR Leonardo Lucio Custode, Giovanni Iacca