Pengqi Li

Learning for Highly Faithful Explainability

DICT: Uncertainty-Constrained Trustworthiness for Graph Learning

Is It Necessary to Inject Causality into Chain-of-Thought Reasoning?

Distributional Causal Fairness Testing

Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity

Towards Multi-Table Learning: A Novel Paradigm for Complementarity Quantification and Integration