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Controllable Multi-Character Psychology-Oriented Story Generation

Oct 11, 2020
Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du

* Accepted by CIKM2020 

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Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score

Jul 02, 2020
Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp


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Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs

Mar 31, 2020
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

Mar 30, 2020
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

Feb 20, 2020
Yunpu Ma, Yuyi Wang, Volker Tresp


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The Tensor Brain: Semantic Decoding for Perception and Memory

Feb 10, 2020
Volker Tresp, Sahand Sharifzadeh, Dario Konopatzki, Yunpu Ma


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Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs

Jan 09, 2020
Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp

* AAAI 2019 Fall Symposium Series. arXiv admin note: substantial text overlap with arXiv:2001.00461 

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Quantum Machine Learning Algorithm for Knowledge Graphs

Jan 04, 2020
Yunpu Ma, Yuyi Wang, Volker Tresp


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Reasoning on Knowledge Graphs with Debate Dynamics

Jan 02, 2020
Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp

* AAAI-2020 

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Variational Quantum Circuit Model for Knowledge Graphs Embedding

Feb 19, 2019
Yunpu Ma, Volker Tresp, Liming Zhao, Yuyi Wang

* Advanced Quantum Technologies, 2019 

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Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions

Sep 01, 2018
Stephan Baier, Yunpu Ma, Volker Tresp


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Improving Information Extraction from Images with Learned Semantic Models

Aug 27, 2018
Stephan Baier, Yunpu Ma, Volker Tresp


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Embedding Models for Episodic Memory

Jun 30, 2018
Yunpu Ma, Volker Tresp, Erik Daxberger

* 23 pages, 3 figures 

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The Tensor Memory Hypothesis

Aug 28, 2017
Volker Tresp, Yunpu Ma

* Presented at MLINI-2016 workshop, 2016 (arXiv:1701.01437) Report-no: MLINI/2016/06 

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