Title |
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 GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control PolicyIEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2025 |
 On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene ClassificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025 |
 Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc MethodsConference on Fairness, Accountability and Transparency (FAccT), 2025 |
 Axiomatic Explainer Globalness via Optimal TransportInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
 Error-controlled non-additive interaction discovery in machine learning modelsNature Machine Intelligence (Nat. Mach. Intell.), 2024 |
 Explainable Adversarial Attacks on Coarse-to-Fine ClassifiersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 |
 Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise RatiosIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
 Quantized and Interpretable Learning Scheme for Deep Neural Networks in
Classification TaskConference Information and Communication Technology (ICT), 2024 |
 Transparent Trade-offs between Properties of ExplanationsConference on Uncertainty in Artificial Intelligence (UAI), 2024 |
 Unlearning-based Neural InterpretationsInternational Conference on Learning Representations (ICLR), 2024 |
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 Mechanistic?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2024 |
 Run-time Observation Interventions Make Vision-Language-Action Models
More Visually RobustIEEE International Conference on Robotics and Automation (ICRA), 2024 |
 Faithfulness and the Notion of Adversarial Sensitivity in NLP
ExplanationsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2024 |
 Leveraging Local Structure for Improving Model Explanations: An
Information Propagation ApproachInternational Conference on Information and Knowledge Management (CIKM), 2024 |
