| 2026 | EACL | ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs. | Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem, Rmy Cazabet, Pierre Clau |
| 2025 | CaiSE | LLMs to Replace Crowdsourcing in Generating Syntactically Diverse Paraphrases for Task-Oriented Chatbots. | Auday Berro, Vitor Gaboardi Dos Santos, Boualem Benatallah, Khalid Benabdeslem |
| 2024 | ICSOC | Bias Exposed: The BiaXposer Framework for NLP Fairness. | Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem |
| 2024 | WISE | iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models. | Yassir Lairgi, Ludovic Moncla, Rmy Cazabet, Khalid Benabdeslem, Pierre Clau |
| 2023 | DaWaK | Accounting for Imputation Uncertainty During Neural Network Training. | Thomas Ranvier, Haytham Elghazel, Emmanuel Coquery, Khalid Benabdeslem |
| 2023 | ICTAI | Societal Versus Encoded Stereotypes in Text Encoders. | Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem |
| 2023 | ICTAI | RSMS: Robust Semi-supervised Multi-label Feature Selection for Regression. | Vivien Kraus, Khalid Benabdeslem, Seif-Eddine Benkabou, Dou El Kefel Mansouri, Bruno Canitia |
| 2022 | EDBT | Masked Language Models as Stereotype Detectors? | Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem |
| 2022 | EMNLP | Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention. | Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem |
| 2022 | ICONIP | Multi-view Self-attention for Regression Domain Adaptation with Feature Selection. | Mehdi Hennequin, Khalid Benabdeslem, Haytham Elghazel, Thomas Ranvier, Eric Michoux |
| 2022 | ICONIP | Autoencoder-Based Attribute Noise Handling Method for Medical Data. | Thomas Ranvier, Haytham Elghazel, Emmanuel Coquery, Khalid Benabdeslem |
| 2022 | IJCNLP | Conceptual Similarity for Subjective Tags. | Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem |
| 2022 | IJCNN | Adversarial Multi - View Domain Adaptation for Regression. | Mehdi Hennequin, Khalid Benabdeslem, Haytham Elghazel |
| 2022 | SAC | Iterative adversarial removal of gender bias in pretrained word embeddings. | Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem |
| 2022 | WISE | Towards a Co-selection Approach for a Global Explainability of Black Box Machine Learning Models. | Khoula Meddahi, Seif-Eddine Benkabou, Allel Hadjali, Amin Mesmoudi, Dou El Kefel Mansouri, Khalid Benabdeslem, Souleyman Chaib |
| 2021 | EDBT | Subjectivity Aware Conversational Search Services. | Yacine Gaci, Jorge Ramrez, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem |
| 2021 | IJCNN | Deep Multi-View Learning for Tire Recommendation. | Thomas Ranvier, Khalid Benabdeslem, Kilian Bourhis, Bruno Canitia |
| 2021 | ICSOC | Automated Paraphrase Generation with Over-Generation and Pruning Services. | Auday Berro, Marcos Bez, Boualem Benatallah, Khalid Benabdeslem, Mohammad-ali Yaghub Zade Fard |
| 2021 | PAKDD | Towards Multi-label Feature Selection by Instance and Label Selections. | Dou El Kefel Mansouri, Khalid Benabdeslem |
| 2020 | IJCNN | Data augmentation process to improve deep learning-based NER task in the automotive industry field. | Abdenacer Keraghel, Khalid Benabdeslem, Bruno Canitia |
| 2020 | IJCNN | Laplacian-based Semi-supervised Multi-Label Regression. | Vivien Kraus, Khalid Benabdeslem, Bruno Canitia |
| 2020 | ICTAI | A Generative Time Series Clustering Framework Based on an Ensemble Mixture of HMMs. | Mohamad Kanaan, Khalid Benabdeslem, Hamamache Kheddouci |
| 2019 | AICCSA | Reducing Traffic Congestion by LSTM-LOF Framework. | Dou El Kefel Mansouri, Seif-Eddine Benkabou, Bachir Kaddar, Josep Llus Larriba-Pey, Khalid Benabdeslem |
| 2019 | ICTAI | A Novel Proposed Pooling for Convolutional Neural Network. | Dou El Kefel Mansouri, Seif-Eddine Benkabou, Bachir Kaddar, Khalid Benabdeslem |
| 2018 | ICTAI | An Improved Laplacian Semi-Supervised Regression. | Vivien Kraus, Seif-Eddine Benkabou, Khalid Benabdeslem, Frdric Cherqui |
| 2017 | IJCNN | ℓ2-type regularization-based unsupervised anomaly detection from temporal data. | Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia |
| 2017 | PAKDD | Local-to-Global Unsupervised Anomaly Detection from Temporal Data. | Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia |
| 2016 | ICDM | Semi-Supervised Similarity Preserving Co-Selection. | Raywat Makkhongkaew, Khalid Benabdeslem |
| 2016 | IJCNN | Semi-supervised co-selection: Features and instances by a weighting approach. | Raywat Makkhongkaew, Khalid Benabdeslem, Haytham Elghazel |
| 2015 | ICONIP | Weighting Based Approach for Semi-supervised Feature Selection. | Khalid Benabdeslem, Mohammed M. Al-Hindawi, Raywat Makkhongkaew |
| 2013 | CIKM | Local-to-global semi-supervised feature selection. | Mohammed M. Al-Hindawi, Khalid Benabdeslem |
| 2011 | ADMA | A Graph Enrichment Based Clustering over Vertically Partitioned Data. | Khalid Benabdeslem, Brice Effantin, Haytham Elghazel |
| 2011 | ICDM | Constraint Selection-Based Semi-supervised Feature Selection. | Mohammed M. Al-Hindawi, Kais Allab, Khalid Benabdeslem |
| 2010 | ESANN | Consensus clustering by graph based approach. | Haytham Elghazel, Khalid Benabdeslem, Fatma Hamdi |
| 2010 | ICANN | A Graph Based Framework for Clustering and Characterization of SOM. | Rakia Jaziri, Khalid Benabdeslem, Haytham Elghazel |
| 2009 | ADMA | McSOM: Minimal Coloring of Self-Organizing Map. | Haytham Elghazel, Khalid Benabdeslem, Hamamache Kheddouci |
| 2008 | ESANN | SOM based clustering with instance-level constraints. | Fazia Bellal, Khalid Benabdeslem, Alexandre Aussem |
| 2007 | DaWaK | Constrained Graph b-Coloring Based Clustering Approach. | Haytham Elghazel, Khalid Benabdeslem, Alain Dussauchoy |
| 2006 | IJCNN | Descendant hierarchical support vector machine for multi-class problems. | Khalid Benabdeslem |
| 2002 | ICANN | Visualization and Analysis of Web Navigation Data. | Khalid Benabdeslem, Youns Bennani, Eric Janvier |
| 2001 | AICCSA | Connectionist Approach for Website Visitors Behaviors Mining. | Khalid Benabdeslem, Youns Bennani, Eric Janvier |