Leveraging Collaboration: A Methodology for the Design of Social Problem-Solving Systems. - Lucas M. Tabajara; Marcelo O. R. Prates; Diego Noble; Luís C. Lamb (HCOMP, 2013)

Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency. - Diego Noble; Marcelo O. R. Prates; Daniel Bossle; Luís C. Lamb (AAAI, 2015)

On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals. - Marcelo O. R. Prates; Pedro H. C. Avelar; Luís C. Lamb (GCAI, 2018)

Neural Networks Models for Analyzing Magic: The Gathering Cards. - Felipe Zilio; Marcelo O. R. Prates; Luís C. Lamb (ICONIP (2), 2018)

Problem Solving at the Edge of Chaos: Entropy, Puzzles and the Sudoku Freezing Transition. - Marcelo O. R. Prates; Luís C. Lamb (ICTAI, 2018)

Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP. - Marcelo O. R. Prates; Pedro H. C. Avelar; Henrique Lemos 001; Luís C. Lamb; Moshe Y. Vardi (AAAI, 2019)

Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network. - Pedro H. C. Avelar; Henrique Lemos 001; Marcelo O. R. Prates; Luís da Cunha Lamb (ICANN (Workshop), 2019)

Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. - Henrique Lemos 001; Marcelo O. R. Prates; Pedro H. C. Avelar; Luís C. Lamb (ICTAI, 2019)

Typed Graph Networks. - Pedro H. C. Avelar; Henrique Lemos 001; Marcelo O. R. Prates; Marco Gori; Luís C. Lamb (CoRR, 2019)

Think Again Networks and the Delta Loss. - Alexandre Salle; Marcelo O. R. Prates (CoRR, 2019)

Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. - Henrique Lemos 001; Pedro H. C. Avelar; Marcelo O. R. Prates; Artur S. d'Avila Garcez; Luís C. Lamb (ICANN (1), 2020)

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective. - Luís C. Lamb; Artur S. d'Avila Garcez; Marco Gori; Marcelo O. R. Prates; Pedro H. C. Avelar; Moshe Y. Vardi (IJCAI, 2020)

Assessing gender bias in machine translation: a case study with Google Translate. - Marcelo O. R. Prates; Pedro H. C. Avelar; Luís C. Lamb (Neural Comput. Appl., 2020)