| 2020 | ICANN | Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. | Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Artur S. d'Avila Garcez, Lus C. Lamb |
| 2020 | IJCAI | Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective. | Lus C. Lamb, Artur S. d'Avila Garcez, Marco Gori, Marcelo O. R. Prates, Pedro H. C. Avelar, Moshe Y. Vardi |
| 2019 | AAAI | Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP. | Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Lus C. Lamb, Moshe Y. Vardi |
| 2019 | ICANN | Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network. | Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Lus da Cunha Lamb |
| 2019 | ICTAI | Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. | Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Lus C. Lamb |
| 2018 | ICONIP | Neural Networks Models for Analyzing Magic: The Gathering Cards. | Felipe Zilio, Marcelo O. R. Prates, Lus C. Lamb |
| 2018 | ICTAI | Problem Solving at the Edge of Chaos: Entropy, Puzzles and the Sudoku Freezing Transition. | Marcelo O. R. Prates, Lus C. Lamb |
| 2015 | AAAI | Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency. | Diego Noble, Marcelo O. R. Prates, Daniel Bossle, Lus C. Lamb |
| 2013 | HCOMP | Leveraging Collaboration: A Methodology for the Design of Social Problem-Solving Systems. | Lucas M. Tabajara, Marcelo O. R. Prates, Diego Noble, Lus C. Lamb |