| 2024 | ECAI | From Document to Program Embeddings: Can Distributional Hypothesis Really Be Used on Programming Languages? | Thibaut Martinet, Guillaume Cleuziou, Matthieu Exbrayat, Frdric Flouvat |
| 2021 | EDM | Learning student program embeddings using abstract execution traces. | Guillaume Cleuziou, Frdric Flouvat |
| 2019 | PAKDD | Learning Pretopological Spaces to Extract Ego-Centered Communities. | Gatan Caillaut, Guillaume Cleuziou, Nicolas Dugu |
| 2014 | SIGIR | Query log driven web search results clustering. | Jos G. Moreno, Gal Dias, Guillaume Cleuziou |
| 2013 | ACL | Post-Retrieval Clustering Using Third-Order Similarity Measures. | Jos G. Moreno, Gal Dias, Guillaume Cleuziou |
| 2012 | AINA | Initialization of Masses by the Okm for the Belief Function Theory: Application to System Biology. | Sbastien Rgis, Andrei Doncescu, Makoto Takizawa, Guillaume Cleuziou |
| 2011 | CIKM | A pretopological framework for the automatic construction of lexical-semantic structures from texts. | Guillaume Cleuziou, Davide Buscaldi, Vincent Levorato, Gal Dias |
| 2011 | ICDM | Integrating Pairwise Constraints into Clustering Algorithms: Optimization-Based Approaches. | Jacques-Henri Sublemontier, Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat |
| 2009 | ICDM | CoFKM: A Centralized Method for Multiple-View Clustering. | Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin, Jacques-Henri Sublemontier |
| 2008 | CoNLL | Fully Unsupervised Graph-Based Discovery of General-Specific Noun Relationships from Web Corpora Frequency Counts. | Gal Dias, Raycho Mukelov, Guillaume Cleuziou |
| 2008 | EKAW | Mapping General-Specific Noun Relationships to WordNet Hypernym/Hyponym Relations. | Gal Dias, Raycho Mukelov, Guillaume Cleuziou |
| 2008 | FlAIRS | Unsupervised Learning of General-Specific Noun Relations from the Web. | Gal Dias, Raycho Mukelov, Guillaume Cleuziou |
| 2008 | ICPR | An extended version of the k-means method for overlapping clustering. | Guillaume Cleuziou |
| 2007 | ACL | Biology Based Alignments of Paraphrases for Sentence Compression. | Joo Cordeiro, Gal Dias, Guillaume Cleuziou |
| 2007 | CICLING | On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization. | Guillaume Cleuziou, Cline Poudat |
| 2006 | ILP | Structuring Natural Language Data by Learning Rewriting Rules. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2006 | ISMIS | A Proximity Measure and a Clustering Method for Concept Extraction in an Ontology Building Perspective. | Guillaume Cleuziou, Sylvie Billot, Stanislas Lew, Lionel Martin, Christel Vrain |
| 2004 | ECAI | PoBOC: An Overlapping Clustering Algorithm, Application to Rule-Based Classification and Textual Data. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2004 | SPIRE | DDOC: Overlapping Clustering of Words for Document Classification. | Guillaume Cleuziou, Lionel Martin, Viviane Clavier, Christel Vrain |
| 2003 | ILP | Disjunctive Learning with a Soft-Clustering Method. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2003 | ICWE | Genre and Domain Processing in an Information Retrieval Perspective. | Cline Poudat, Guillaume Cleuziou |