Junqi Jiang
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Keywords
counterfactual explanation
(4)
explainable ai
(2)
model robustness
(2)
machine learning
(1)
preference modeling
(1)
reward model
(1)
neural network verification
(1)
model explanation
(1)
neural network classifier
(1)
algorithmic recourse
(1)
robustness guarantee
(1)
contrastive explanation
(1)
explainable machine learning
(1)
model parameter
(1)
large language model
(1)
robust optimization
(1)
interval neural network
(1)
neural network interpretability
(1)
formal verification
(1)
Papers
Interpreting Language Reward Models via Contrastive Explanations
ICLR 2025
RobustX: Robust Counterfactual Explanations Made Easy
IJCAI 2025
Robust Counterfactual Explanations in Machine Learning: A Survey
IJCAI 2024
Formalising the Robustness of Counterfactual Explanations for Neural Networks
AAAI 2023
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation
ACML 2023