Concepedia

Yunpu Ma

YM

Statistics

Publications

28

Citations

1.1K

H-Index

17

Active since

2018

Affiliations

Ludwig-Maximilians-Universität München(Current)

Siemens (Germany)

Technical University of Munich

Institute of Informatics of the Slovak Academy of Sciences

Yunpu Ma is an author at Ludwig-Maximilians-Universität München specializing in computing, computer science, and knowledge representation.

Publications per year

2018–2025

28

Publications

28

TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting

Haohai Sun, Jialun Zhong, Yunpu Ma et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 169 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs

Yushan Liu, Yunpu Ma, Marcel Hildebrandt et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 141 citations · Full text

Computing, Data Science, Forecasting +15

Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs

Zhen Han, Zifeng Ding, Yunpu Ma et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 116 citations · Full text

Computing, Data Science, Forecasting +16

Embedding models for episodic knowledge graphs

Yunpu Ma, Volker Tresp, Erik Daxberger · Journal of Web Semantics · 2018 · 96 citations

Computing, Computer Science, Knowledge Representation +16

Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs

Zhen Han, Peng Chen, Yunpu Ma et al. · International Conference on Learning Representations · 2021 · 71 citations

Computing, Computer Science, Forecasting +15

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