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Jiang, Junqi
6 publications
ICLR
2025
Interpreting Language Reward Models via Contrastive Explanations
Junqi Jiang
,
Tom Bewley
,
Saumitra Mishra
,
Freddy Lecue
,
Manuela Veloso
NeurIPS
2025
Representation Consistency for Accurate and Coherent LLM Answer Aggregation
Junqi Jiang
,
Tom Bewley
,
Salim I. Amoukou
,
Francesco Leofante
,
Antonio Rago
,
Saumitra Mishra
,
Francesca Toni
IJCAI
2025
RobustX: Robust Counterfactual Explanations Made Easy
Junqi Jiang
,
Luca Marzari
,
Aaryan Purohit
,
Francesco Leofante
IJCAI
2024
Robust Counterfactual Explanations in Machine Learning: A Survey
Junqi Jiang
,
Francesco Leofante
,
Antonio Rago
,
Francesca Toni
AAAI
2023
Formalising the Robustness of Counterfactual Explanations for Neural Networks
Junqi Jiang
,
Francesco Leofante
,
Antonio Rago
,
Francesca Toni
ACML
2023
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation
Junqi Jiang
,
Jianglin Lan
,
Francesco Leofante
,
Antonio Rago
,
Francesca Toni