Xuanxiang Huang

5 papers · 2019–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

AAAI (4) IJCAI (1)

Top co-authors

Joao Marques-Silva (4) Yacine Izza (2) Zhao-Rong Lai (1) Linfeng Wei (1) Liangda Fang (1) Kehang Fang (1) Nicholas Asher (1) Martin Cooper (1) Alexey Ignatiev (1) Olivier Létoffé (1)

Research topics

Machine Learning (5) Computer Science (3) Foundations (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Optimization & Theory (2) Deep Learning (1) Application Areas (1) Learning Types (1)

Keywords

feature attribution (2) feature importance (1) computational complexity (1) model interpretability (1) branch and bound (1) polynomial time (1) boolean function (1) polynomial time algorithm (1) shapley value (1) data structure (1) quantified boolean formula (1) decision diagram (1) abductive explanation (1) explainable artificial intelligence (1) feature relevancy (1) feature influence (1) axiomatic aggregation (1) sentential decision diagram (1) canonical representation (1) shap score (1)

Papers

Towards Trustable SHAP Scores AAAI 2025 Updates on the Complexity of SHAP Scores IJCAI 2024 Solving Explainability Queries with Quantification: The Case of Feature Relevancy AAAI 2023 Tractable Explanations for d-DNNF Classifiers AAAI 2022 Bi-Kronecker Functional Decision Diagrams: A Novel Canonical Representation of Boolean Functions AAAI 2019