13 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.CL2026
Quantum Knowledge Graph: Modeling Context-Dependent Triplet Validity
Yao Wang, Zixu Geng, Jun Yan
Knowledge graphs (KGs) are increasingly used to support large lan guage model (LLM) reasoning, but standard triplet-based KGs treat each relation as globally valid. In many setting…
cs.LG2022
Computing Rule-Based Explanations by Leveraging Counterfactuals
Zixuan Geng, Maximilian Schleich, Dan Suciu
Sophisticated machine models are increasingly used for high-stakes decisions in everyday life. There is an urgent need to develop effective explanation techniques for such automate…
cs.LG2021★ 13 cited
GeCo: Quality Counterfactual Explanations in Real Time
Maximilian Schleich, Zixuan Geng, Yihong Zhang +1
Machine learning is increasingly applied in high-stakes decision making that directly affect people's lives, and this leads to an increased demand for systems to explain their deci…