| On efficiently explaining graph-based classifiers X Huang, Y Izza, A Ignatiev, J Marques-Silva arXiv preprint arXiv:2106.01350, 2021 | 57 | 2021 |
| The inadequacy of Shapley values for explainability X Huang, J Marques-Silva arXiv preprint arXiv:2302.08160, 2023 | 43 | 2023 |
| Tractable explanations for d-DNNF classifiers X Huang, Y Izza, A Ignatiev, M Cooper, N Asher, J Marques-Silva Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5719-5728, 2022 | 35 | 2022 |
| Feature necessity & relevancy in ML classifier explanations X Huang, MC Cooper, A Morgado, J Planes, J Marques-Silva International Conference on Tools and Algorithms for the Construction and …, 2023 | 21 | 2023 |
| On computing probabilistic abductive explanations Y Izza, X Huang, A Ignatiev, N Narodytska, M Cooper, J Marques-Silva International Journal of Approximate Reasoning 159, 108939, 2023 | 19 | 2023 |
| On the failings of Shapley values for explainability X Huang, J Marques-Silva International Journal of Approximate Reasoning, 109112, 2024 | 18 | 2024 |
| From robustness to explainability and back again X Huang, J Marques-Silva arXiv preprint arXiv:2306.03048, 2023 | 15 | 2023 |
| Efficient explanations for knowledge compilation languages X Huang, Y Izza, A Ignatiev, MC Cooper, N Asher, J Marques-Silva arXiv preprint arXiv:2107.01654, 2021 | 13 | 2021 |
| Explainability Is Not a Game J Marques-Silva, X Huang Communications of the ACM 67 (7), 66-75, 2024 | 12 | 2024 |
| Solving explainability queries with quantification: The case of feature relevancy X Huang, Y Izza, J Marques-Silva Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 3996-4006, 2023 | 10 | 2023 |
| From Decision Trees to Explained Decision Sets. X Huang, J Marques-Silva ECAI, 1100-1108, 2023 | 6 | 2023 |
| On deciding feature membership in explanations of SDD & related classifiers X Huang, J Marques-Silva arXiv preprint arXiv:2202.07553, 2022 | 6 | 2022 |
| On Correcting SHAP Scores O Letoffe, X Huang, J Marques-Silva arXiv preprint arXiv:2405.00076, 2024 | 5 | 2024 |
| A refutation of shapley values for explainability X Huang, J Marques-Silva arXiv preprint arXiv:2309.03041, 2023 | 4 | 2023 |
| From SHAP Scores to Feature Importance Scores O Letoffe, X Huang, N Asher, J Marques-Silva arXiv preprint arXiv:2405.11766, 2024 | 3 | 2024 |
| Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation Y Izza, X Huang, A Morgado, J Planes, A Ignatiev, J Marques-Silva arXiv preprint arXiv:2405.08297, 2024 | 3 | 2024 |
| Refutation of Shapley Values for XAI--Additional Evidence X Huang, J Marques-Silva arXiv preprint arXiv:2310.00416, 2023 | 3 | 2023 |
| Bi-Kronecker functional decision diagrams: A novel canonical representation of Boolean functions X Huang, K Fang, L Fang, Q Chen, ZR Lai, L Wei Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 2867-2875, 2019 | 3 | 2019 |
| Recent advances in formal explainability X Huang Université Paul Sabatier-Toulouse III, 2023 | 1 | 2023 |
| Dynamic minimization of bi-kronecker functional decision diagrams X Huang, H Che, L Fang, Q Chen, Q Guan, Y Deng, K Su Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | | 2020 |
Joao Marques-SilvaResearch Professor, ICREA, University of LleidaVerified email at icrea.cat
