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Continuous Temporal Graph Networks for Event-Based Graph Data



Jin Guo , Zhen Han , Zhou Su , Jiliang Li , Volker Tresp , Yuyi Wang


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Controllable Multi-Character Psychology-Oriented Story Generation



Feifei Xu , Xinpeng Wang , Yunpu Ma , Volker Tresp , Yuyi Wang , Shanlin Zhou , Haizhou Du

* Accepted by CIKM2020 

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Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs



Zhen Han , Yuyi Wang , Yunpu Ma , Stephan Günnemann , Volker Tresp

* Workshop on learning with temporal point processes, NeurIPS 2019 

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The Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs



Zhen Han , Yuyi Wang , Yunpu Ma , Stephan Guünnemann , Volker Tresp

* Workshop on learning with temporal point processes, NeurIPS 2019 

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Causal Inference under Networked Interference



Yunpu Ma , Yuyi Wang , Volker Tresp


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Domain-Liftability of Relational Marginal Polytopes



Ondrej Kuzelka , Yuyi Wang

* A preliminary version of a paper accepted to AISTATS 2020, presented at the StarAI 2020 workshop 

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Quantum Machine Learning Algorithm for Knowledge Graphs



Yunpu Ma , Yuyi Wang , Volker Tresp


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Improving Neural Relation Extraction with Positive and Unlabeled Learning



Zhengqiu He , Wenliang Chen , Yuyi Wang , Wei zhang , Guanchun Wang , Min Zhang

* 8 pages, AAAI-2020 

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McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds



Rui Ray Zhang , Xingwu Liu , Yuyi Wang , Liwei Wang

* accepted as NeurIPS 2019 spotlight paper 

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Variational Quantum Circuit Model for Knowledge Graphs Embedding



Yunpu Ma , Volker Tresp , Liming Zhao , Yuyi Wang

* Advanced Quantum Technologies, 2019 

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