Junqi Jiang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Argumentation Theory

Technical Report

Top Venues

Publications

Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference. CoRR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Recourse under Model Multiplicity via Argumentative Ensembling. AAMAS (2024)
Francesco Leofante, Hamed Ayoobi, Adam Dejl, Gabriel Freedman, Deniz Gorur, Junqi Jiang, Guilherme Paulino-Passos, Antonio Rago, Anna Rapberger, Fabrizio Russo, Xiang Yin, Dekai Zhang, Francesca Toni
Contestable AI needs Computational Argumentation. CoRR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Interval Abstractions for Robust Counterfactual Explanations. CoRR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Robust Counterfactual Explanations in Machine Learning: A Survey. CoRR (2024)
Junqi Jiang, Antonio Rago, Francesco Leofante, Francesca Toni
Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report). CoRR (2023)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Formalising the Robustness of Counterfactual Explanations for Neural Networks. AAAI (2023)
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. CoRR (2023)
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. ACML (2023)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Formalising the Robustness of Counterfactual Explanations for Neural Networks. CoRR (2022)