| 2026 | ICPR | Towards Concept-Based Explanations in Vision-Language Models. | Laura-Luisa Voicu, Vlad-Andrei Negru, Camelia Lemnaru, Rodica Potolea |
| 2025 | NAACL | MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing. | Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea |
| 2024 | ICDE | From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation. | Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea |
| 2023 | IIWAS | Multitask, Cross-Lingual Recipe Classification Using Joint Fine-Tuning Mechanisms. | Vlad-Andrei Negru, Camelia Lemnaru, Rodica Potolea |
| 2023 | IIWAS | Unsupervised Clustering and Explainable AI for Unveiling Behavioral Variations Across Time in Home-Appliance Generated Data. | Ramona Tolas, Raluca Portase, Camelia Lemnaru, Mihaela Dnsoreanu, Rodica Potolea |
| 2022 | EANN | Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing. | Alexandru Frasie, Nicoleta-Teodora Vezan, Georgiana Marian, Florin Cristian Macicasan, Camelia Lemnaru |
| 2021 | IDA | Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario. | Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, Anda-Diana Stoica, Camelia Lemnaru, Rodica Potolea, Mihaela Dnsoreanu |
| 2017 | ICMV | From image captioning to video summary using deep recurrent networks and unsupervised segmentation. | Bogdan-Andrei Morosanu, Camelia Lemnaru |
| 2016 | IC3K | Syllabification with Frequent Sequence Patterns - A Language Independent Approach. | Adrian Bona, Camelia Lemnaru, Rodica Potolea |
| 2015 | IC3K | Assessing Vertex Relevance based on Community Detection. | Paul Parau, Camelia Lemnaru, Rodica Potolea |
| 2015 | IC3K | Topic Oriented Auto-completion Models. | Stefan Prisca, Mihaela Dnsoreanu, Camelia Lemnaru |
| 2015 | IIWAS | REMed: automatic relation extraction from medical documents. | Mihaela Porumb, Ioana Barbantan, Camelia Lemnaru, Rodica Potolea |
| 2014 | IC3K | Disease Identification in Electronic Health Records - An Ontology based Approach. | Ioana Barbantan, Camelia Lemnaru, Rodica Potolea |
| 2013 | ISPDC | Distributed Methodologies for Imbalanced Classification Problems: Parameter Analysis and Tuning. | Camelia Lemnaru, Adrian Bona, Rodica Potolea |
| 2012 | IC3K | A System for Historical Documents Transcription based on Hierarchical Classification and Dictionary Matching. | Camelia Lemnaru, Andreea Sin-Neamtiu, Mihai-Andrei Veres, Rodica Potolea |
| 2012 | IC3K | A Hybrid Solution for Imbalanced Classification Problems - Case Study on Network Intrusion Detection. | Camelia Lemnaru, Andreea Tudose-Vintila, Andrei Coclici, Rodica Potolea |
| 2012 | ISPDC | A Distributed Methodology for Imbalanced Classification Problems. | Camelia Lemnaru, Mihai Cuibus, Adrian Bona, Andrei Alic, Rodica Potolea |
| 2011 | ISPDC | The Parallel Classification of Very Large Collections of Data on Multi-core Platforms. | Dodut Aurora Andrada, Camelia Lemnaru, Rodica Potolea |
| 2011 | ISPDC | Solving NP-Complete Problems on the CUDA Architecture Using Genetic Algorithms. | Mihai Calin Feier, Camelia Lemnaru, Rodica Potolea |