Junqi Jiang

According to our database, Junqi Jiang authored at least 8 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference.

Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar

CoRR, 2024

Contestable AI needs Computational Argumentation.

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

CoRR, 2024

Interval abstractions for robust counterfactual explanations.

Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

Artif. Intell., 2024

Robust Counterfactual Explanations in Machine Learning: A Survey.

Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Recourse under Model Multiplicity via Argumentative Ensembling.

Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report).

Junqi Jiang, Antonio Rago, Francesco Leofante, Francesca Toni

CoRR, 2023

Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation.

Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni

Proceedings of the Asian Conference on Machine Learning, 2023

Formalising the Robustness of Counterfactual Explanations for Neural Networks.

Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023