Yushan Liu

Affiliations:
  • Ludwig Maximilian University of Munich, LMU, Germany
  • Siemens AG, Corporate Technology, Munich, Germany


According to our database1, Yushan Liu authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Machine learning with knowledge graphs for explainable Artificial Intelligence.
PhD thesis, 2024

An Automated Evaluation Framework for Graph Database Query Generation Leveraging Large Language Models.
Proceedings of the Third International Workshop on Linked Data-driven Resilience Research (D2R2'24) co-located with European Semantic Web Conference 2024 (ESWC 2024), 2024

2023
A Knowledge Graph Perspective on Supply Chain Resilience.
Proceedings of the Second International Workshop on Linked Data-driven Resilience Research 2023 co-located with Extended Semantic Web Conference 2023 (ESWC 2023), 2023

2022
Rapid Explainability for Skill Description Learning.
Proceedings of the ISWC 2022 Posters, 2022

On Calibration of Graph Neural Networks for Node Classification.
Proceedings of the International Joint Conference on Neural Networks, 2022

TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Neural Multi-hop Reasoning with Logical Rules on Biomedical Knowledge Graphs.
Proceedings of the Semantic Web - 18th International Conference, 2021

2020
Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing.
CoRR, 2020

Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

TIMELY: Improving Labeling Consistency in Medical Imaging for Cell Type Classification.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020


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