Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yunpu Ma

xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links


Jan 18, 2021
Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp

* 24 pages, 12 figures, accepted to ICLR 2020 

  Access Paper or Ask Questions

Temporal Knowledge Graph Forecasting with Neural ODE


Jan 13, 2021
Zifeng Ding, Zhen Han, Yunpu Ma, Volker Tresp

* 11 pages 

  Access Paper or Ask Questions

Contrastive Learning for Recommender System


Jan 05, 2021
Zhuang Liu, Yunpu Ma, Yuanxin Ouyang, Zhang Xiong

* arXiv admin note: text overlap with arXiv:1905.08108 by other authors 

  Access Paper or Ask Questions

KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation


Jan 02, 2021
Yiran Xing, Zai Shi, Zhao Meng, Yunpu Ma, Roger Wattenhofer

* Work in progress. The first three authors contribute equally to this work 

  Access Paper or Ask Questions

DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion


Nov 08, 2020
Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp

* 16 pages, accepted as long paper at EMNLP 2020 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Causal Inference under Networked Interference


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


  Access Paper or Ask Questions

The Tensor Brain: Semantic Decoding for Perception and Memory


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Quantum Machine Learning Algorithm for Knowledge Graphs


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Variational Quantum Circuit Model for Knowledge Graphs Embedding


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

* Advanced Quantum Technologies, 2019 

  Access Paper or Ask Questions

Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions


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


  Access Paper or Ask Questions

Improving Information Extraction from Images with Learned Semantic Models


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


  Access Paper or Ask Questions

Embedding Models for Episodic Memory


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

* 23 pages, 3 figures 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions