| 2025 | AISTATS | On the Computational Tractability of the (Many) Shapley Values. | Reda Marzouk, Shahaf Bassan, Guy Katz, Colin de la Higuera |
| 2024 | ICML | On the Tractability of SHAP Explanations under Markovian Distributions. | Reda Marzouk, Colin de la Higuera |
| 2021 | COMPSAC | What should I learn next? Ranking Educational Resources. | Victor Connes, Colin de la Higuera, Hol Le Capitaine |
| 2020 | WSDM | SUM'20: State-based User Modelling. | Sahan Bulathwela, Mara Prez-Ortiz, Rishabh Mehrotra, Davor Orlic, Colin de la Higuera, John Shawe-Taylor, Emine Yilmaz |
| 2019 | LATA | Learning Unions of k-Testable Languages. | Alexis Linard, Colin de la Higuera, Frits W. Vaandrager |
| 2018 | CPM | A Simple Linear-Time Algorithm for Computing the Centroid and Canonical Form of a Plane Graph and Its Applications. | Tatsuya Akutsu, Colin de la Higuera, Takeyuki Tamura |
| 2015 | WWW | The Paper or the Video: Why Choose? | Hugo Mougard, Matthieu Riou, Colin de la Higuera, Solen Quiniou, Olivier Aubert |
| 2014 | EMNLP | PCFG Induction for Unsupervised Parsing and Language Modelling. | James Scicluna, Colin de la Higuera |
| 2013 | ICAART | Learning Probabilistic Subsequential Transducers from Positive Data. | Hasan Ibne Akram, Colin de la Higuera |
| 2011 | ACL | Formal and Empirical Grammatical Inference. | Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen |
| 2010 | SSPR | Extracting Plane Graphs from Images. | milie Samuel, Colin de la Higuera, Jean-Christophe Janodet |
| 2008 | ECAI | ERS: Evaluating Reputations of Scientific Journals. | milie Samuel, Colin de la Higuera |
| 2008 | ICDE | A contextual normalised edit distance. | Colin de la Higuera, Luisa Mic |
| 2008 | SISAP | A Contextual Normalised Edit Distance. | Colin de la Higuera, Luisa Mic |
| 2004 | SSPR | Improving Probabilistic Automata Learning with Additional Knowledge. | Christopher Kermorvant, Colin de la Higuera, Pierre Dupont |
| 2004 | SSPR | Distances between Distributions: Comparing Language Models. | Thierry Murgue, Colin de la Higuera |
| 2003 | ALT | Identification with Probability One of Stochastic Deterministic Linear Languages. | Colin de la Higuera, Jos Oncina |
| 2002 | COLT | Inferring Deterministic Linear Languages. | Colin de la Higuera, Jos Oncina |
| 2001 | ALT | Inference of omega-Languages from Prefixes. | Colin de la Higuera, Jean-Christophe Janodet |
| 2000 | ICML | Probabilistic DFA Inference using Kullback-Leibler Divergence and Minimality. | Franck Thollard, Pierre Dupont, Colin de la Higuera |
| 2000 | SSPR | Current Trends in Grammatical Inference. | Colin de la Higuera |