Madalina G. Ciobanu

According to our database, Madalina G. Ciobanu authored at least 16 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Interpretability-Guided Layer Selection over Subspace Projection: SAEs as Stethoscopes, Not Scalpels, for Raw Task Vector Model Editing.

Li Lei, Madalina G. Ciobanu, Qingqing Mao, Ritankar Das

CoRR, May, 2026

AdaDPO: Self-Adaptive Direct Preference Optimization with Balanced Gradient Updates.

Shaolong Chen, Madalina G. Ciobanu, Qingqing Mao, Ritankar Das

CoRR, May, 2026

State-of-the-Art Arabic Language Modeling with Sparse MoE Fine-Tuning and Chain-of-Thought Distillation.

Navan Preet Singh, Anurag Garikipati, Ahmed Abulkhair, Jyani Akshay Jagdishbhai, Atul Yaduvanshi, Amarendra Chaudhary, Madalina G. Ciobanu, Qingqing Mao, Ritankar Das

CoRR, April, 2026

Application-Driven Pedagogical Knowledge Optimization of Open-Source LLMs via Reinforcement Learning and Supervised Fine-Tuning.

Navan Preet Singh, Xiaokun Wang, Anurag Garikipati, Madalina G. Ciobanu, Qingqing Mao, Ritankar Das

CoRR, April, 2026

A Qualitative User Evaluation of an Educational Card Creation Platform.

Ilenia Fronza, Shiva Saket Parida, Madalina G. Ciobanu, Gennaro Iaccarino

Proceedings of the 18th International Conference on Computer Supported Education, 2026

2025

Assessing the effectiveness of ROUGE as unbiased metric in Extractive vs. Abstractive summarization techniques.

Alessia Auriemma Citarella, Marcello Barbella, Madalina G. Ciobanu, Fabiola De Marco, Luigi Di Biasi, Genoveffa Tortora

J. Comput. Sci., 2025

Supporting Team-Based Learning through Robot-MediatedQuizzes: An Educational Study with Furhat.

Rita Francese, Madalina Giorgeta Ciobanu, Laura De Santis, Genoveffa Tortora

Proceedings of the 16th Biannual Conference of the Italian SIGCHI Chapter, 2025

2024

OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models.

Jenish Maharjan, Anurag Garikipati, Navan Preet Singh, Leo Cyrus, Mayank Sharma, Madalina G. Ciobanu, Gina Barnes, Rahul Thapa, Qingqing Mao, Ritankar Das

CoRR, 2024

Design of a Multimodal Robot-Based Conversational Interface: A Case Study with FURHAT.

Rita Francese, Madalina G. Ciobanu, Emilio Clemente, Genoveffa Tortora

Proceedings of the HCI International 2024 - Late Breaking Papers, 2024

Exploring the Diagnostic Potential of LLMs in Schizophrenia Detection through EEG Analysis.

Michele Guerra, Roberto Milanese, Michele Deodato, Madalina G. Ciobanu, Fausto Fasano

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

LLMs for Autism Treatment: Current Trends and Emerging Strategies.

Madalina G. Ciobanu, Cesare Tucci, Fausto Fasano

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Machine learning determination of applied behavioral analysis treatment plan type.

Jenish Maharjan, Anurag Garikipati, Frank A. Dinenno, Madalina G. Ciobanu, Gina Barnes, Ella Browning, Jenna DeCurzio, Qingqing Mao, Ritankar Das

Brain Informatics, December, 2023

2020

Accidental Sensitive Data Leaks Prevention via Formal Verification.

Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Proceedings of the 6th International Conference on Information Systems Security and Privacy, 2020

2019

Model Checking for Data Anomaly Detection.

Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

A Data Life Cycle Modeling Proposal by Means of Formal Methods.

Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 2019

2018

Enhancing Data Warehouse management through semi-automatic data integration and complex graph generation.

Madalina Giorgeta Ciobanu

PhD thesis, 2018