Now You See Me (CME): Concept-based Model Extraction. - Dmitry Kazhdan; Botty Dimanov; Mateja Jamnik; Pietro Liò; Adrian Weller (CIKM (Workshops), 2020)

MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library. - Dmitry Kazhdan; Zohreh Shams; Pietro Liò (IJCNN, 2020)

MEME: Generating RNN Model Explanations via Model Extraction. - Dmitry Kazhdan; Botty Dimanov; Mateja Jamnik; Pietro Liò (CoRR, 2020)

Manipulating SGD with Data Ordering Attacks. - Ilia Shumailov; Zakhar Shumaylov; Dmitry Kazhdan; Yiren Zhao; Nicolas Papernot; Murat A. Erdogdu; Ross J. Anderson (NeurIPS, 2021)

Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches. - Dmitry Kazhdan; Botty Dimanov; Helena Andrés-Terré; Mateja Jamnik; Pietro Liò; Adrian Weller (CoRR, 2021)

Failing Conceptually: Concept-Based Explanations of Dataset Shift. - Maleakhi A. Wijaya; Dmitry Kazhdan; Botty Dimanov; Mateja Jamnik (CoRR, 2021)

GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks. - Lucie Charlotte Magister; Dmitry Kazhdan; Vikash Singh; Pietro Liò (CoRR, 2021)

Algorithmic Concept-Based Explainable Reasoning. - Dobrik Georgiev; Pietro Barbiero; Dmitry Kazhdan; Petar Velickovic; Pietro Lió (AAAI, 2022)

Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations. - Shea Cardozo; Gabriel Islas Montero; Dmitry Kazhdan; Botty Dimanov; Maleakhi A. Wijaya; Mateja Jamnik; Pietro Liò (CIKM Workshops, 2022)

Encoding Concepts in Graph Neural Networks. - Lucie Charlotte Magister; Pietro Barbiero; Dmitry Kazhdan; Federico Siciliano; Gabriele Ciravegna; Fabrizio Silvestri; Pietro Liò; Mateja Jamnik (CoRR, 2022)

Towards Robust Metrics for Concept Representation Evaluation. - Mateo Espinosa Zarlenga; Pietro Barbiero; Zohreh Shams; Dmitry Kazhdan; Umang Bhatt; Adrian Weller; Mateja Jamnik (AAAI, 2023)

Concept Distillation in Graph Neural Networks. - Lucie Charlotte Magister; Pietro Barbiero; Dmitry Kazhdan; Federico Siciliano; Gabriele Ciravegna; Fabrizio Silvestri; Mateja Jamnik; Pietro Liò (xAI (3), 2023)

GCI: A (G)raph (C)oncept (I)nterpretation Framework. - Dmitry Kazhdan; Botty Dimanov; Lucie Charlotte Magister; Pietro Barbiero; Mateja Jamnik; Pietro Liò (CoRR, 2023)