ArgPROLEG: A Normative Framework for the JUF Theory. - Zohreh Shams; Marina De Vos; Ken Satoh (JSAI-isAI Workshops, 2013)

Implementation of Normative Practical Reasoning with Durative Actions. - Zohreh Shams; Marina De Vos; Julian A. Padget; Wamberto Weber Vasconcelos (COIN@AAMAS/IJCAI, 2015)

Normative Practical Reasoning: An Argumentation-Based Approach. - Zohreh Shams (IJCAI, 2015)

Argumentation-based Normative Practical Reasoning. - Zohreh Shams; Marina De Vos; Nir Oren; Julian A. Padget; Ken Satoh (TAFA, 2015)

Normative Practical Reasoning via Argumentation and Dialogue. - Zohreh Shams; Marina De Vos; Nir Oren; Julian A. Padget (IJCAI, 2016)

A Two-Phase Dialogue Game for Skeptical Preferred Semantics. - Zohreh Shams; Nir Oren (JELIA, 2016)

Reasoning with Concept Diagrams about Antipatterns. - Zohreh Shams; Mateja Jamnik; Gem Stapleton; Yuri Sato 001 (LPAR (Short Presentations), 2017)

Reasoning with Concept Diagrams About Antipatterns in Ontologies. - Zohreh Shams; Mateja Jamnik; Gem Stapleton; Yuri Sato 001 (CICM, 2017)

How Network-based and set-based visualizations aid consistency checking in ontologies. - Yuri Sato 001; Gem Stapleton; Mateja Jamnik; Zohreh Shams; Andrew Blake 002 (VINCI, 2017)

Practical Reasoning with Norms for Autonomous Software Agents (Full Edition). - Zohreh Shams; Marina De Vos; Julian A. Padget; Wamberto Weber Vasconcelos (CoRR, 2017)

Practical reasoning with norms for autonomous software agents. - Zohreh Shams; Marina De Vos; Julian A. Padget; Wamberto Weber Vasconcelos (Eng. Appl. Artif. Intell., 2017)

Deductive reasoning about expressive statements using external graphical representations. - Yuri Sato 001; Gem Stapleton; Mateja Jamnik; Zohreh Shams (CogSci, 2018)

Accessible Reasoning with Diagrams: From Cognition to Automation. - Zohreh Shams; Yuri Sato 001; Mateja Jamnik; Gem Stapleton (Diagrams, 2018)

iCon: A Diagrammatic Theorem Prover for Ontologies. - Zohreh Shams; Mateja Jamnik; Gem Stapleton; Yuri Sato 001 (KR, 2018)

Exploring and Conceptualising Attestation. - Ian Oliver; John Howse; Gem Stapleton; Zohreh Shams; Mateja Jamnik (ICCS, 2019)

Human inference beyond syllogisms: an approach using external graphical representations. - Yuri Sato 001; Gem Stapleton; Mateja Jamnik; Zohreh Shams (Cogn. Process., 2019)

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

Incorporating network based protein complex discovery into automated model construction. - Paul Scherer; Maja Trebacz; Nikola Simidjievski; Zohreh Shams; Helena Andrés-Terré; Pietro Liò; Mateja Jamnik (CoRR, 2020)

Using ontology embeddings for structural inductive bias in gene expression data analysis. - Maja Trebacz; Zohreh Shams; Mateja Jamnik; Paul Scherer; Nikola Simidjievski; Helena Andrés-Terré; Pietro Liò (CoRR, 2020)

Argumentation-Based Reasoning about Plans, Maintenance Goals, and Norms. - Zohreh Shams; Marina De Vos; Nir Oren; Julian A. Padget (ACM Trans. Auton. Adapt. Syst., 2020)

Efficient Decompositional Rule Extraction for Deep Neural Networks. - Mateo Espinosa Zarlenga; Zohreh Shams; Mateja Jamnik (CoRR, 2021)

Evaluating Colour in Concept Diagrams. - Sean McGrath 002; Andrew Blake 002; Gem Stapleton; Anestis Touloumis; Peter Chapman; Mateja Jamnik; Zohreh Shams (Diagrams, 2022)

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off. - Mateo Espinosa Zarlenga; Pietro Barbiero; Gabriele Ciravegna; Giuseppe Marra; Francesco Giannini; Michelangelo Diligenti; Zohreh Shams; Frédéric Precioso; Stefano Melacci; Adrian Weller; Pietro Lió; Mateja Jamnik (NeurIPS, 2022)

Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases. - Paul Scherer; Maja Trebacz; Nikola Simidjievski; Ramón Viñas 001; Zohreh Shams; Helena Andrés-Terré; Mateja Jamnik; Pietro Liò (Bioinform., 2022)

Concept Embedding Models. - Mateo Espinosa Zarlenga; Pietro Barbiero; Gabriele Ciravegna; Giuseppe Marra; Francesco Giannini; Michelangelo Diligenti; Zohreh Shams; Frédéric Precioso; Stefano Melacci; Adrian Weller; 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)

Learning to Receive Help: Intervention-Aware Concept Embedding Models. - Mateo Espinosa Zarlenga; Katie Collins; Krishnamurthy Dvijotham; Adrian Weller; Zohreh Shams; Mateja Jamnik (NeurIPS, 2023)

CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs. - Konstantin Hemker; Zohreh Shams; Mateja Jamnik (TML4H, 2023)

Human Visual Consistency-Checking in the Real World Ontologies. - Yuri Sato 001; Gem Stapleton; Mateja Jamnik; Zohreh Shams; Andrew Blake 002 (VL/HCC, 2023)

TabCBM: Concept-based Interpretable Neural Networks for Tabular Data. - Mateo Espinosa Zarlenga; Zohreh Shams; Michael E. Nelson; Been Kim; Mateja Jamnik (Trans. Mach. Learn. Res., 2023)

Efficient Bias Mitigation Without Privileged Information. - Mateo Espinosa Zarlenga; Swami Sankaranarayanan; Jerone T. A. Andrews; Zohreh Shams; Mateja Jamnik; Alice Xiang (ECCV (72), 2024)

Workshop on Human-Interpretable AI. - Gabriele Ciravegna; Mateo Espinosa Zarlenga; Pietro Barbiero; Francesco Giannini; Zohreh Shams; Damien Garreau; Mateja Jamnik; Tania Cerquitelli (KDD, 2024)

Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts. - Mateo Espinosa Zarlenga; Gabriele Dominici; Pietro Barbiero; Zohreh Shams; Mateja Jamnik (CoRR, 2025)

Benchmarking the Discovery Engine. - Jack Foxabbott; Arush Tagade; Andrew Cusick; Robbie McCorkell; Leo McKee-Reid; Jugal Patel; Jamie Rumbelow; Jessica Rumbelow; Zohreh Shams (CoRR, 2025)