| 2026 | GECCO | Survival Is Not Enough: Improving Glycemic Control with Sexual Selection. | Nuno Loureno, Oscar Garnica, J. Ignacio Hidalgo |
| 2025 | DAC | Late Breaking Results: Encoder-Decoder Generative Diffusion Transformer Towards Push-Button Analog IC Sizing. | Filipe Azevedo, Nuno Loureno, Ricardo Martins |
| 2025 | DATA | Selecting a Data Warehouse Provider: A Daunting Task. | Joo Ferreira, Nuno Loureno, Joo R. Campos |
| 2025 | ETHICOMP | Integrating Ethics and Gender Equality in Artificial Intelligence Education: A Study of Higher Education in Portugal. | Camila Marques, Rosa Monteiro, Nuno Loureno |
| 2025 | GECCO | Contribution of Probabilistic Structured Grammatical Evolution to efficient exploration of the search space. A case study in glucose prediction. | Jessica Mgane, Nuno Loureno, J. Ignacio Hidalgo, Penousal Machado |
| 2025 | GECCO | Desire-Driven Selection: An Epigenetic Experiment in Genetic Programming. | Jos Maria Simes, Nuno Loureno, Penousal Machado |
| 2024 | EUROGP | Grammar-Based Evolution of Polyominoes. | Jessica Mgane, Eric Medvet, Nuno Loureno, Penousal Machado |
| 2024 | GECCO | A Comparison of Feature Engineering Techniques for Hearing Loss. | Miguel Rabuge, Nuno Loureno |
| 2024 | GECCO | Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE. | Ins Valentim, Nuno Antunes, Nuno Loureno |
| 2024 | IJCAI | From Pixels to Metal: AI-Empowered Numismatic Art. | Penousal Machado, Tiago Martins, Joo Correia, Lus Esprito Santo, Nuno Loureno, Joo Miguel Cunha, Srgio Rebelo, Pedro Martins, Joo Bicker |
| 2024 | PPSN | Decision Tree Based Wrappers for Hearing Loss. | Miguel Rabuge, Nuno Loureno |
| 2023 | ASPDAC | Efficient Hierarchical mm-Wave System Synthesis with Embedded Accurate Transformer and Balun Machine Learning Models. | Fbio Passos, Nuno Loureno, Lus Mendes, Ricardo Martins, Joo Caldinhas Vaz, Nuno Horta |
| 2023 | EUROGP | Context Matters: Adaptive Mutation for Grammars. | Pedro Carvalho, Jessica Mgane, Nuno Loureno, Penousal Machado |
| 2023 | EUROGP | All You Need is Sex for Diversity. | Jos Maria Simes, Nuno Loureno, Penousal Machado |
| 2023 | GECCO | SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks. | Henrique Branquinho, Nuno Loureno, Ernesto Costa |
| 2023 | GECCO | Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. | Victor Costa, Nuno Loureno, Joo Correia, Penousal Machado |
| 2023 | GECCO | Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes. | Leon Ingelse, Jos Ignacio Hidalgo, Jos Manuel Colmenar, Nuno Loureno, Alcides Fonseca |
| 2023 | GECCO | The Influence of Probabilistic Grammars on Evolution. | Jessica Mgane, Nuno Loureno, Penousal Machado, Dirk Schweim |
| 2023 | GECCO | Initialisation in Structured Grammatical Evolution. | Aidan Murphy, Nuno Loureno, Anthony Ventresque |
| 2023 | GECCO | Biological insights on grammar-structured mutations improve fitness and diversity. | Stefano Tiso, Pedro Carvalho, Nuno Loureno, Penousal Machado |
| 2023 | IV | Understanding the Forest: A Visualization Tool to Support Decision Tree Analysis. | Catarina Mas, Joo R. Campos, Nuno Loureno |
| 2023 | IV | Towards Contextual Glyph Design: Visualizing Hearing Screenings. | Barbara Nascimento Ramos, Catarina Mas, Nuno Loureno, Evgheni Polisciuc |
| 2022 | CEC | Probabilistic Structured Grammatical Evolution. | Jessica Mgane, Nuno Loureno, Penousal Machado |
| 2022 | CEC | Adversarial Robustness Assessment of NeuroEvolution Approaches. | Ins Valentim, Nuno Loureno, Nuno Antunes |
| 2022 | EUROGP | Evolving Adaptive Neural Network Optimizers for Image Classification. | Pedro Carvalho, Nuno Loureno, Penousal Machado |
| 2022 | GECCO | Co-evolutionary probabilistic structured grammatical evolution. | Jessica Mgane, Nuno Loureno, Penousal Machado |
| 2022 | IJCNN | Herb: Privacy-preserving Random Forest with Partially Homomorphic Encryption. | Qianying Liao, Bruno Cabral, Joo Paulo Fernandes, Nuno Loureno |
| 2022 | ISCAS | Automatic Design of High-Gain 26.5-to-29.5-GHz Transformer-Less Low-Noise Amplifier 1.86-to-8.87-mW Variants in 65-nm CMOS. | Lus Mendes, Joo Caldinhas Vaz, Fbio Passos, Nuno Loureno, Ricardo Martins |
| 2022 | ISCAS | A Radiation-Hardened Frequency-Locked Loop On-Chip Oscillator with 33.6ppm/°C Stability for Space Applications. | Fbio Passos, Rafael Vieira, Antnio Canelas, Ricardo Pvoa, Nuno Loureno, Nuno Horta, Jorge Guilherme |
| 2022 | ISCAS | Speeding-Up Complex RF IC Sizing Optimizations with a Process, Voltage and Temperature Corner Performance Estimator based on ANNs. | Pedro Vaz, Antnio Gusmo, Nuno Horta, Nuno Loureno, Ricardo Martins |
| 2022 | PRDC | HERB+: Evolving an Industrial-Strength Privacy-Preserving Machine Learning Framework. | Qianying Liao, Alexandre Cortez Santos, Bruno Cabral, Joo Paulo Fernandes, Nuno Loureno |
| 2022 | QRS | Strategies for Improving the Error Robustness of Convolutional Neural Networks. | Antnio Morais, Raul Barbosa, Nuno Loureno, Frederico Cerveira, Michele Lombardi, Henrique Madeira |
| 2021 | DAC | Late Breaking Results: Attention in Graph2Seq Neural Networks towards Push-Button Analog IC Placement. | Antnio Gusmo, Nuno Horta, Nuno Loureno, Ricardo Martins |
| 2021 | EPIA | A Well Lubricated Machine: A Data Driven Model for Lubricant Oil Conditions. | Roney Malaguti, Nuno Loureno, Cristvo Silva |
| 2021 | EPIA | FERMAT: Feature Engineering with Grammatical Evolution. | Mariana Monteiro, Nuno Loureno, Francisco B. Pereira |
| 2021 | EUROGP | Probabilistic Grammatical Evolution. | Jessica Mgane, Nuno Loureno, Penousal Machado |
| 2021 | GECCO | Improved evolution of generative adversarial networks. | Victor Costa, Nuno Loureno, Joo Correia, Penousal Machado |
| 2021 | GECCO | On the exploitation of neuroevolutionary information. | Unai Garciarena, Nuno Loureno, Penousal Machado, Roberto Santana, Alexander Mendiburu |
| 2020 | DSN | Online Verification through Model Checking of Medical Critical Intelligent Systems. | Joo Martins, Raul Barbosa, Nuno Loureno, Jacques Robin, Henrique Madeira |
| 2020 | EUROGP | Incremental Evolution and Development of Deep Artificial Neural Networks. | Filipe Assuno, Nuno Loureno, Bernardete Ribeiro, Penousal Machado |
| 2020 | GECCO | Evolving energy demand estimation models over macroeconomic indicators. | Nuno Loureno, J. Manuel Colmenar, Jos Ignacio Hidalgo, Sancho Salcedo-Sanz |
| 2020 | GECCO | AutoLR: an evolutionary approach to learning rate policies. | Pedro Carvalho, Nuno Loureno, Filipe Assuno, Penousal Machado |
| 2020 | GECCO | Exploring the evolution of GANs through quality diversity. | Victor Costa, Nuno Loureno, Joo Correia, Penousal Machado |
| 2020 | ISCAS | Semi-Supervised Artificial Neural Networks towards Analog IC Placement Recommender. | Antnio Gusmo, Fbio Passos, Ricardo Pvoa, Nuno Horta, Nuno Loureno, Ricardo Martins |
| 2019 | CEC | Driving Profile using Evolutionary Computation. | Nuno Loureno, Bruno Cabral, Jorge Granjal |
| 2019 | EUROGP | Fast DENSER: Efficient Deep NeuroEvolution. | Filipe Assuno, Nuno Loureno, Penousal Machado, Bernardete Ribeiro |
| 2019 | GECCO | COEGAN: evaluating the coevolution effect in generative adversarial networks. | Victor Costa, Nuno Loureno, Joo Correia, Penousal Machado |
| 2019 | GECCO | Structured grammatical evolution for glucose prediction in diabetic patients. | Nuno Loureno, J. Manuel Colmenar, Jos Ignacio Hidalgo, Oscar Garnica |
| 2019 | ISSRE | The Impact of Data Preparation on the Fairness of Software Systems. | Ins Valentim, Nuno Loureno, Nuno Antunes |
| 2018 | ArtsIT | Interactive Evolution of Swarms for the Visualisation of Consumptions. | Catarina Mas, Nuno Loureno, Penousal Machado |
| 2018 | CEC | Automatic Evolution of AutoEncoders for Compressed Representations. | Filipe Assuno, David Sereno, Nuno Loureno, Penousal Machado, Bernardete Ribeiro |
| 2018 | DATE | Enhanced analog and RF IC sizing methodology using PCA and NSGA-II optimization kernel. | Tiago Pessoa, Nuno Loureno, Ricardo Martins, Ricardo Povoa, Nuno Horta |
| 2018 | DSN | Fairness and Transparency of Machine Learning for Trustworthy Cloud Services. | Nuno Antunes, Leandro Balby, Flavio Figueiredo, Nuno Loureno, Wagner Meira Jr., Walter Santos |
| 2018 | EUROGP | Using GP Is NEAT: Evolving Compositional Pattern Production Functions. | Filipe Assuno, Nuno Loureno, Penousal Machado, Bernardete Ribeiro |
| 2018 | EUROGP | Evolving the Topology of Large Scale Deep Neural Networks. | Filipe Assuno, Nuno Loureno, Penousal Machado, Bernardete Ribeiro |
| 2017 | CEC | Automatic generation of neural networks with structured Grammatical Evolution. | Filipe Assuno, Nuno Loureno, Penousal Machado, Bernardete Ribeiro |
| 2017 | DATE | Automatic technology migration of analog IC designs using generic cell libraries. | Jose Cachaco, Nuno Machado, Nuno Loureno, Jorge Guilherme, Nuno Horta |
| 2017 | DATE | Efficient yield optimization method using a variable K-Means algorithm for analog IC sizing. | Antnio Canelas, Ricardo Martins, Ricardo Povoa, Nuno Loureno, Nuno Horta |
| 2017 | EUROGP | A Comparative Study of Different Grammar-Based Genetic Programming Approaches. | Nuno Loureno, Joaquim Ferrer, Francisco Baptista Pereira, Ernesto Costa |
| 2016 | DATE | Design automation tasks scheduling for enhanced parallel execution of a state-of-the-art layout-aware sizing approach. | David Neves, Ricardo Martins, Nuno Loureno, Nuno Horta |
| 2015 | DATE | Layout-aware sizing of analog ICs using floorplan & routing estimates for parasitic extraction. | Nuno Loureno, Ricardo Martins, Nuno Horta |
| 2015 | EPIA | The Optimization Ability of Evolved Strategies. | Nuno Loureno, Francisco B. Pereira, Ernesto Costa |
| 2015 | ISCAS | Extraction and application of wiring symmetry rules to route analog multiport terminals. | Ricardo Martins, Nuno Loureno, Antnio Canelas, Nuno Horta |
| 2015 | ISCAS | A voltage-combiners-biased amplifier with enhanced gain and speed using current starving. | Ricardo Povoa, Nuno Loureno, Nuno Horta, Joo Goes |
| 2014 | DATE | Electromigration-aware and IR-Drop avoidance routing in analog multiport terminal structures. | Ricardo Martins, Nuno Loureno, Antnio Canelas, Nuno Horta |
| 2014 | ISCAS | LC-VCO automatic synthesis using multi-objective evolutionary techniques. | Ricardo Povoa, Ricardo Lourenco, Nuno Loureno, Antnio Canelas, Ricardo Martins, Nuno Horta |
| 2013 | CEC | Multi-port multi-terminal analog router based on an evolutionary optimization kernel. | Ricardo Martins, Nuno Loureno, Antnio Canelas, Nuno Horta |
| 2013 | CEC | A new metaheuristc combining gradient models with NSGA-II to enhance analog IC synthesis. | Frederico Rocha, Nuno Loureno, Ricardo Povoa, Ricardo Martins, Nuno Horta |
| 2013 | GECCO | The importance of the learning conditions in hyper-heuristics. | Nuno Loureno, Francisco Baptista Pereira, Ernesto Costa |
| 2012 | GECCO | GENOM-POF: multi-objective evolutionary synthesis of analog ICs with corners validation. | Nuno Loureno, Nuno Horta |
| 2012 | GECCO | DACCO: a discrete ant colony algorithm to cluster geometry optimization. | Nuno Loureno, Francisco Baptista Pereira |
| 2012 | GECCO | Evolving evolutionary algorithms. | Nuno Loureno, Francisco Baptista Pereira, Ernesto Costa |
| 2012 | GECCO | LAYGEN II: automatic analog ICs layout generator based on a template approach. | Ricardo Martins, Nuno Loureno, Nuno Horta |
| 2011 | IWCMC | Visible light communication for intelligent transportation in road safety applications. | Navin Kumar, Domingos Terra, Nuno Loureno, Lus Nero Alves, Rui L. Aguiar |