TIMELY: Improving Labeling Consistency in Medical Imaging for Cell Type Classification. - Yushan Liu 002; Markus M. Geipel; Christoph Tietz; Florian Buettner 001 (ECAI, 2020)

Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. - Zhiliang Wu; Yinchong Yang; Yunpu Ma; Yushan Liu 002; Rui Zhao 011; Michael Moor; Volker Tresp (ICHI, 2020)

Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing. - Yushan Liu 002; Marcel Hildebrandt; Mitchell Joblin; Martin Ringsquandl; Volker Tresp (CoRR, 2020)

Neural Multi-hop Reasoning with Logical Rules on Biomedical Knowledge Graphs. - Yushan Liu 002; Marcel Hildebrandt; Mitchell Joblin; Martin Ringsquandl; Rime Raissouni; Volker Tresp (ESWC, 2021)

TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs. - Yushan Liu 002; Yunpu Ma; Marcel Hildebrandt; Mitchell Joblin; Volker Tresp (AAAI, 2022)

On Calibration of Graph Neural Networks for Node Classification. - Tong Liu 019; Yushan Liu 002; Marcel Hildebrandt; Mitchell Joblin; Hang Li 010; Volker Tresp (IJCNN, 2022)

Rapid Explainability for Skill Description Learning. - Caglar Demir; Anna Himmelhuber; Yushan Liu 002; Alexander Bigerl; Diego Moussallem; Axel-Cyrille Ngonga Ngomo (ISWC (Posters/Demos/Industry), 2022)

A Knowledge Graph Perspective on Supply Chain Resilience. - Yushan Liu 002; Bailan He; Marcel Hildebrandt; Maximilian Buchner; Daniela Inzko; Roger Wernert; Emanuel Weigel; Dagmar Beyer; Martin Berbalk; Volker Tresp (D2R2, 2023)

An Automated Evaluation Framework for Graph Database Query Generation Leveraging Large Language Models. - Bailan He; Yushan Liu 002; Marcel Hildebrandt; Zifeng Ding; Yaomengxi Han; Volker Tresp (D2R2, 2024)

Critical Path Identification in Supply Chain Knowledge Graphs with Large Language Models. - Yaomengxi Han; Zifeng Ding; Yushan Liu 002; Bailan He; Volker Tresp (ESWC Satellite Events (1), 2024)

Machine learning with knowledge graphs for explainable Artificial Intelligence. - Yushan Liu 002 (2024)